diff --git a/.github/pull_request_template.md b/.github/pull_request_template.md index 5fbe8a15..dd93c479 100644 --- a/.github/pull_request_template.md +++ b/.github/pull_request_template.md @@ -2,6 +2,12 @@ ## Description +## Publishing Your Server + +**Note: We are no longer accepting PRs to add servers to the README.** Instead, please publish your server to the [MCP Server Registry](https://github.com/modelcontextprotocol/registry) to make it discoverable to the MCP ecosystem. + +To publish your server, follow the [quickstart guide](https://github.com/modelcontextprotocol/registry/blob/main/docs/modelcontextprotocol-io/quickstart.mdx). You can browse published servers at [https://registry.modelcontextprotocol.io/](https://registry.modelcontextprotocol.io/). + ## Server Details - Server: diff --git a/.github/workflows/claude.yml b/.github/workflows/claude.yml index b09fc3eb..92c74fce 100644 --- a/.github/workflows/claude.yml +++ b/.github/workflows/claude.yml @@ -26,13 +26,13 @@ jobs: actions: read steps: - name: Checkout repository - uses: actions/checkout@v4 + uses: actions/checkout@v6 with: fetch-depth: 1 - name: Run Claude Code id: claude - uses: anthropics/claude-code-action@beta + uses: anthropics/claude-code-action@v1 with: anthropic_api_key: ${{ secrets.ANTHROPIC_API_KEY }} @@ -42,10 +42,8 @@ jobs: # Trigger when assigned to an issue assignee_trigger: "claude" - - # Allow Claude to run bash - # This should be safe given the repo is already public - allowed_tools: "Bash" - - custom_instructions: | - If posting a comment to GitHub, give a concise summary of the comment at the top and put all the details in a
block. + + claude_args: | + --mcp-config .mcp.json + --allowedTools "Bash,mcp__mcp-docs,WebFetch" + --append-system-prompt "If posting a comment to GitHub, give a concise summary of the comment at the top and put all the details in a
block. When working on MCP-related code or reviewing MCP-related changes, use the mcp-docs MCP server to look up the latest protocol documentation. For schema details, reference https://github.com/modelcontextprotocol/modelcontextprotocol/tree/main/schema which contains versioned schemas in JSON (schema.json) and TypeScript (schema.ts) formats." diff --git a/.github/workflows/python.yml b/.github/workflows/python.yml index a9981da4..df842762 100644 --- a/.github/workflows/python.yml +++ b/.github/workflows/python.yml @@ -14,7 +14,7 @@ jobs: outputs: packages: ${{ steps.find-packages.outputs.packages }} steps: - - uses: actions/checkout@v4 + - uses: actions/checkout@v6 - name: Find Python packages id: find-packages @@ -31,13 +31,13 @@ jobs: name: Test ${{ matrix.package }} runs-on: ubuntu-latest steps: - - uses: actions/checkout@v4 + - uses: actions/checkout@v6 - name: Install uv uses: astral-sh/setup-uv@v3 - name: Set up Python - uses: actions/setup-python@v5 + uses: actions/setup-python@v6 with: python-version-file: "src/${{ matrix.package }}/.python-version" @@ -68,19 +68,19 @@ jobs: name: Build ${{ matrix.package }} runs-on: ubuntu-latest steps: - - uses: actions/checkout@v4 + - uses: actions/checkout@v6 - name: Install uv uses: astral-sh/setup-uv@v3 - name: Set up Python - uses: actions/setup-python@v5 + uses: actions/setup-python@v6 with: python-version-file: "src/${{ matrix.package }}/.python-version" - name: Install dependencies working-directory: src/${{ matrix.package }} - run: uv sync --frozen --all-extras --dev + run: uv sync --locked --all-extras --dev - name: Run pyright working-directory: src/${{ matrix.package }} @@ -91,7 +91,7 @@ jobs: run: uv build - name: Upload artifacts - uses: actions/upload-artifact@v4 + uses: actions/upload-artifact@v6 with: name: dist-${{ matrix.package }} path: src/${{ matrix.package }}/dist/ @@ -112,7 +112,7 @@ jobs: steps: - name: Download artifacts - uses: actions/download-artifact@v4 + uses: actions/download-artifact@v7 with: name: dist-${{ matrix.package }} path: dist/ diff --git a/.github/workflows/readme-pr-check.yml b/.github/workflows/readme-pr-check.yml new file mode 100644 index 00000000..e74713fa --- /dev/null +++ b/.github/workflows/readme-pr-check.yml @@ -0,0 +1,111 @@ +name: README PR Check + +on: + pull_request: + types: [opened] + paths: + - 'README.md' + issue_comment: + types: [created] + +jobs: + check-readme-only: + if: github.event_name == 'pull_request' + runs-on: ubuntu-latest + permissions: + contents: read + pull-requests: write + steps: + - name: Check files and comment if README-only + uses: actions/github-script@v8 + with: + script: | + const { owner, repo } = context.repo; + const prNumber = context.payload.pull_request.number; + + const { data: files } = await github.rest.pulls.listFiles({ owner, repo, pull_number: prNumber }); + + if (files.length !== 1 || files[0].filename !== 'README.md') { + console.log('PR modifies files other than README, skipping'); + return; + } + + // Check if we've already commented + const { data: comments } = await github.rest.issues.listComments({ owner, repo, issue_number: prNumber }); + if (comments.some(c => c.user.login === 'github-actions[bot]' && c.body.includes('no longer accepting PRs to add new servers'))) { + console.log('Already commented on this PR, skipping'); + return; + } + + await github.rest.issues.addLabels({ owner, repo, issue_number: prNumber, labels: ['readme: pending'] }); + + await github.rest.issues.createComment({ + owner, + repo, + issue_number: prNumber, + body: [ + 'Thanks for your contribution!', + '', + '**We are no longer accepting PRs to add new servers to the README.** The server lists are deprecated and will eventually be removed entirely, replaced by the registry.', + '', + '👉 **To add a new MCP server:** Please publish it to the [MCP Server Registry](https://github.com/modelcontextprotocol/registry) instead. You can browse published servers at [registry.modelcontextprotocol.io](https://registry.modelcontextprotocol.io/).', + '', + '👉 **If this PR updates or removes an existing entry:** We do still accept these changes. Please reply with `/i-promise-this-is-not-a-new-server` to continue.', + '', + 'If this PR is adding a new server, please close it and submit to the registry instead.', + ].join('\n'), + }); + + handle-confirmation: + if: github.event_name == 'issue_comment' && github.event.issue.pull_request && contains(github.event.comment.body, '/i-promise-this-is-not-a-new-server') + runs-on: ubuntu-latest + permissions: + pull-requests: write + steps: + - name: Swap labels and minimize comments + uses: actions/github-script@v8 + with: + script: | + const { owner, repo } = context.repo; + const prNumber = context.payload.issue.number; + + // Check if pending label exists + const { data: labels } = await github.rest.issues.listLabelsOnIssue({ owner, repo, issue_number: prNumber }); + if (!labels.some(l => l.name === 'readme: pending')) { + console.log('No pending label found, skipping'); + return; + } + + // Swap labels + try { + await github.rest.issues.removeLabel({ owner, repo, issue_number: prNumber, name: 'readme: pending' }); + } catch (e) {} + await github.rest.issues.addLabels({ owner, repo, issue_number: prNumber, labels: ['readme: ready for review'] }); + + // Find the bot's original comment + const { data: comments } = await github.rest.issues.listComments({ owner, repo, issue_number: prNumber }); + const botComment = comments.find(c => + c.user.login === 'github-actions[bot]' && + c.body.includes('no longer accepting PRs to add new servers') + ); + + // Minimize both comments via GraphQL + const minimizeComment = async (nodeId) => { + await github.graphql(` + mutation($id: ID!) { + minimizeComment(input: {subjectId: $id, classifier: RESOLVED}) { + minimizedComment { isMinimized } + } + } + `, { id: nodeId }); + }; + + if (botComment) { + await minimizeComment(botComment.node_id); + } + + // Only minimize user's comment if it's just the command + const userComment = context.payload.comment.body.trim(); + if (userComment === '/i-promise-this-is-not-a-new-server') { + await minimizeComment(context.payload.comment.node_id); + } diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index f1c2b0e4..a3ad5387 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -8,13 +8,14 @@ on: jobs: create-metadata: runs-on: ubuntu-latest + if: github.repository_owner == 'modelcontextprotocol' outputs: hash: ${{ steps.last-release.outputs.hash }} version: ${{ steps.create-version.outputs.version}} npm_packages: ${{ steps.create-npm-packages.outputs.npm_packages}} pypi_packages: ${{ steps.create-pypi-packages.outputs.pypi_packages}} steps: - - uses: actions/checkout@v4 + - uses: actions/checkout@v6 with: fetch-depth: 0 @@ -42,7 +43,7 @@ jobs: cat RELEASE_NOTES.md - name: Release notes - uses: actions/upload-artifact@v4 + uses: actions/upload-artifact@v6 with: name: release-notes path: RELEASE_NOTES.md @@ -68,10 +69,12 @@ jobs: if: ${{ needs.create-metadata.outputs.npm_packages != '[]' || needs.create-metadata.outputs.pypi_packages != '[]' }} runs-on: ubuntu-latest environment: release + permissions: + contents: write outputs: changes_made: ${{ steps.commit.outputs.changes_made }} steps: - - uses: actions/checkout@v4 + - uses: actions/checkout@v6 with: fetch-depth: 0 @@ -115,7 +118,7 @@ jobs: id-token: write # Required for trusted publishing runs-on: ubuntu-latest steps: - - uses: actions/checkout@v4 + - uses: actions/checkout@v6 with: ref: ${{ needs.create-metadata.outputs.version }} @@ -123,7 +126,7 @@ jobs: uses: astral-sh/setup-uv@v5 - name: Set up Python - uses: actions/setup-python@v5 + uses: actions/setup-python@v6 with: python-version-file: "src/${{ matrix.package }}/.python-version" @@ -155,11 +158,11 @@ jobs: environment: release runs-on: ubuntu-latest steps: - - uses: actions/checkout@v4 + - uses: actions/checkout@v6 with: ref: ${{ needs.create-metadata.outputs.version }} - - uses: actions/setup-node@v4 + - uses: actions/setup-node@v6 with: node-version: 22 cache: npm @@ -192,16 +195,19 @@ jobs: create-release: needs: [update-packages, create-metadata, publish-pypi, publish-npm] - if: needs.update-packages.outputs.changes_made == 'true' + if: | + always() && + needs.update-packages.outputs.changes_made == 'true' && + (needs.publish-pypi.result == 'success' || needs.publish-npm.result == 'success') runs-on: ubuntu-latest environment: release permissions: contents: write steps: - - uses: actions/checkout@v4 + - uses: actions/checkout@v6 - name: Download release notes - uses: actions/download-artifact@v4 + uses: actions/download-artifact@v7 with: name: release-notes diff --git a/.github/workflows/typescript.yml b/.github/workflows/typescript.yml index 87717166..4e29e524 100644 --- a/.github/workflows/typescript.yml +++ b/.github/workflows/typescript.yml @@ -14,7 +14,7 @@ jobs: outputs: packages: ${{ steps.find-packages.outputs.packages }} steps: - - uses: actions/checkout@v4 + - uses: actions/checkout@v6 - name: Find JS packages id: find-packages working-directory: src @@ -30,9 +30,9 @@ jobs: name: Test ${{ matrix.package }} runs-on: ubuntu-latest steps: - - uses: actions/checkout@v4 + - uses: actions/checkout@v6 - - uses: actions/setup-node@v4 + - uses: actions/setup-node@v6 with: node-version: 22 cache: npm @@ -41,21 +41,9 @@ jobs: working-directory: src/${{ matrix.package }} run: npm ci - - name: Check if tests exist - id: check-tests - working-directory: src/${{ matrix.package }} - run: | - if npm run test --silent 2>/dev/null; then - echo "has-tests=true" >> $GITHUB_OUTPUT - else - echo "has-tests=false" >> $GITHUB_OUTPUT - fi - continue-on-error: true - - name: Run tests - if: steps.check-tests.outputs.has-tests == 'true' working-directory: src/${{ matrix.package }} - run: npm test + run: npm test --if-present build: needs: [detect-packages, test] @@ -65,9 +53,9 @@ jobs: name: Build ${{ matrix.package }} runs-on: ubuntu-latest steps: - - uses: actions/checkout@v4 + - uses: actions/checkout@v6 - - uses: actions/setup-node@v4 + - uses: actions/setup-node@v6 with: node-version: 22 cache: npm @@ -96,8 +84,8 @@ jobs: id-token: write steps: - - uses: actions/checkout@v4 - - uses: actions/setup-node@v4 + - uses: actions/checkout@v6 + - uses: actions/setup-node@v6 with: node-version: 22 cache: npm diff --git a/.gitignore b/.gitignore index 7ecb7109..7c924cfb 100644 --- a/.gitignore +++ b/.gitignore @@ -122,6 +122,10 @@ dist # Stores VSCode versions used for testing VSCode extensions .vscode-test +# IDEs +.idea/ +.vscode/ + # yarn v2 .yarn/cache .yarn/unplugged @@ -298,3 +302,4 @@ cython_debug/ # and can be added to the global gitignore or merged into this file. For a more nuclear # option (not recommended) you can uncomment the following to ignore the entire idea folder. #.idea/ +.claude/settings.local.json diff --git a/.mcp.json b/.mcp.json new file mode 100644 index 00000000..5f68642a --- /dev/null +++ b/.mcp.json @@ -0,0 +1,8 @@ +{ + "mcpServers": { + "mcp-docs": { + "type": "http", + "url": "https://modelcontextprotocol.io/mcp" + } + } +} diff --git a/.vscode/settings.json b/.vscode/settings.json deleted file mode 100644 index 9e26dfee..00000000 --- a/.vscode/settings.json +++ /dev/null @@ -1 +0,0 @@ -{} \ No newline at end of file diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 28cba5a6..ab15fc92 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -1,105 +1,40 @@ # Contributing to MCP Servers -Thank you for your interest in contributing to the Model Context Protocol (MCP) servers! This document provides guidelines and instructions for contributing. +Thanks for your interest in contributing! Here's how you can help make this repo better. -## Types of Contributions +We accept changes through [the standard GitHub flow model](https://docs.github.com/en/get-started/using-github/github-flow). -### 1. New Servers +## Server Listings -The repository contains reference implementations, as well as a list of community servers. -We generally don't accept new servers into the repository. We do accept pull requests to the [README.md](./README.md) -adding a reference to your servers. +We are **no longer accepting PRs** to add server links to the README. Please publish your server to the [MCP Server Registry](https://github.com/modelcontextprotocol/registry) instead. Follow the [quickstart guide](https://github.com/modelcontextprotocol/registry/blob/main/docs/modelcontextprotocol-io/quickstart.mdx). -Please keep lists in alphabetical order to minimize merge conflicts when adding new items. +You can browse published servers using the simple UI at [https://registry.modelcontextprotocol.io/](https://registry.modelcontextprotocol.io/). -- Check the [modelcontextprotocol.io](https://modelcontextprotocol.io) documentation -- Ensure your server doesn't duplicate existing functionality -- Consider whether your server would be generally useful to others -- Follow [security best practices](https://modelcontextprotocol.io/docs/concepts/transports#security-considerations) from the MCP documentation -- Create a PR adding a link to your server to the [README.md](./README.md). +## Server Implementations -### 2. Improvements to Existing Servers -Enhancements to existing servers are welcome! This includes: +We welcome: +- **Bug fixes** — Help us squash those pesky bugs. +- **Usability improvements** — Making servers easier to use for humans and agents. +- **Enhancements that demonstrate MCP protocol features** — We encourage contributions that help reference servers better illustrate underutilized aspects of the MCP protocol beyond just Tools, such as Resources, Prompts, or Roots. For example, adding Roots support to filesystem-server helps showcase this important but lesser-known feature. -- Bug fixes -- Performance improvements -- New features -- Security enhancements +We're more selective about: +- **Other new features** — Especially if they're not crucial to the server's core purpose or are highly opinionated. The existing servers are reference servers meant to inspire the community. If you need specific features, we encourage you to build enhanced versions and publish them to the [MCP Server Registry](https://github.com/modelcontextprotocol/registry)! We think a diverse ecosystem of servers is beneficial for everyone. -### 3. Documentation -Documentation improvements are always welcome: +We don't accept: +- **New server implementations** — We encourage you to publish them to the [MCP Server Registry](https://github.com/modelcontextprotocol/registry) instead. -- Fixing typos or unclear instructions -- Adding examples -- Improving setup instructions -- Adding troubleshooting guides +## Testing -## Getting Started +When adding or configuring tests for servers implemented in TypeScript, use **vitest** as the test framework. Vitest provides better ESM support, faster test execution, and a more modern testing experience. -1. Fork the repository -2. Clone your fork: - ```bash - git clone https://github.com/your-username/servers.git - ``` -3. Add the upstream remote: - ```bash - git remote add upstream https://github.com/modelcontextprotocol/servers.git - ``` -4. Create a branch: - ```bash - git checkout -b my-feature - ``` +## Documentation -## Development Guidelines +Improvements to existing documentation is welcome - although generally we'd prefer ergonomic improvements than documenting pain points if possible! -### Code Style -- Follow the existing code style in the repository -- Include appropriate type definitions -- Add comments for complex logic - -### Documentation -- Include a detailed README.md in your server directory -- Document all configuration options -- Provide setup instructions -- Include usage examples - -### Security -- Follow security best practices -- Implement proper input validation -- Handle errors appropriately -- Document security considerations - -## Submitting Changes - -1. Commit your changes: - ```bash - git add . - git commit -m "Description of changes" - ``` -2. Push to your fork: - ```bash - git push origin my-feature - ``` -3. Create a Pull Request through GitHub - -### Pull Request Guidelines - -- Thoroughly test your changes -- Fill out the pull request template completely -- Link any related issues -- Provide clear description of changes -- Include any necessary documentation updates -- Add screenshots for UI changes -- List any breaking changes +We're more selective about adding wholly new documentation, especially in ways that aren't vendor neutral (e.g. how to run a particular server with a particular client). ## Community -- Participate in [GitHub Discussions](https://github.com/orgs/modelcontextprotocol/discussions) -- Follow the [Code of Conduct](CODE_OF_CONDUCT.md) +[Learn how the MCP community communicates](https://modelcontextprotocol.io/community/communication). -## Questions? - -- Check the [documentation](https://modelcontextprotocol.io) -- Ask in GitHub Discussions - -Thank you for contributing to MCP Servers! +Thank you for helping make MCP servers better for everyone! \ No newline at end of file diff --git a/README.md b/README.md index f4663760..9b1bcce9 100644 --- a/README.md +++ b/README.md @@ -2,6 +2,12 @@ This repository is a collection of *reference implementations* for the [Model Context Protocol](https://modelcontextprotocol.io/) (MCP), as well as references to community-built servers and additional resources. +> [!IMPORTANT] +> If you are looking for a list of MCP servers, you can browse published servers on [the MCP Registry](https://registry.modelcontextprotocol.io/). The repository served by this README is dedicated to housing just the small number of reference servers maintained by the MCP steering group. + +> [!WARNING] +> The servers in this repository are intended as **reference implementations** to demonstrate MCP features and SDK usage. They are meant to serve as educational examples for developers building their own MCP servers, not as production-ready solutions. Developers should evaluate their own security requirements and implement appropriate safeguards based on their specific threat model and use case. + The servers in this repository showcase the versatility and extensibility of MCP, demonstrating how it can be used to give Large Language Models (LLMs) secure, controlled access to tools and data sources. Typically, each MCP server is implemented with an MCP SDK: @@ -9,15 +15,13 @@ Typically, each MCP server is implemented with an MCP SDK: - [Go MCP SDK](https://github.com/modelcontextprotocol/go-sdk) - [Java MCP SDK](https://github.com/modelcontextprotocol/java-sdk) - [Kotlin MCP SDK](https://github.com/modelcontextprotocol/kotlin-sdk) +- [PHP MCP SDK](https://github.com/modelcontextprotocol/php-sdk) - [Python MCP SDK](https://github.com/modelcontextprotocol/python-sdk) - [Ruby MCP SDK](https://github.com/modelcontextprotocol/ruby-sdk) - [Rust MCP SDK](https://github.com/modelcontextprotocol/rust-sdk) - [Swift MCP SDK](https://github.com/modelcontextprotocol/swift-sdk) - [TypeScript MCP SDK](https://github.com/modelcontextprotocol/typescript-sdk) -> [!NOTE] -> Lists in this README are maintained in alphabetical order to minimize merge conflicts when adding new items. - ## 🌟 Reference Servers These servers aim to demonstrate MCP features and the official SDKs. @@ -50,17 +54,22 @@ The following reference servers are now archived and can be found at [servers-ar ## 🤝 Third-Party Servers +> [!NOTE] +The server lists in this README are no longer maintained and will eventually be removed. + ### 🎖️ Official Integrations Official integrations are maintained by companies building production ready MCP servers for their platforms. - 21st.dev Logo **[21st.dev Magic](https://github.com/21st-dev/magic-mcp)** - Create crafted UI components inspired by the best 21st.dev design engineers. +- 2slides Logo **[2slides](https://github.com/2slides/2slides-mcp)** - An MCP server that provides tools to convert content into slides/PPT/presentation or generate slides/PPT/presentation with user intention. - Paragon Logo **[ActionKit by Paragon](https://github.com/useparagon/paragon-mcp)** - Connect to 130+ SaaS integrations (e.g. Slack, Salesforce, Gmail) with Paragon’s [ActionKit](https://www.useparagon.com/actionkit) API. - Adfin Logo **[Adfin](https://github.com/Adfin-Engineering/mcp-server-adfin)** - The only platform you need to get paid - all payments in one place, invoicing and accounting reconciliations with [Adfin](https://www.adfin.com/). - AgentOps Logo **[AgentOps](https://github.com/AgentOps-AI/agentops-mcp)** - Provide observability and tracing for debugging AI agents with [AgentOps](https://www.agentops.ai/) API. - AgentQL Logo **[AgentQL](https://github.com/tinyfish-io/agentql-mcp)** - Enable AI agents to get structured data from unstructured web with [AgentQL](https://www.agentql.com/). - AgentRPC Logo **[AgentRPC](https://github.com/agentrpc/agentrpc)** - Connect to any function, any language, across network boundaries using [AgentRPC](https://www.agentrpc.com/). - **[Agentset](https://github.com/agentset-ai/mcp-server)** - RAG for your knowledge base connected to [Agentset](https://agentset.ai). +- Airwallex Logo **[Airwallex Developer](https://www.npmjs.com/package/@airwallex/developer-mcp)** - Empowers AI coding agents with the tools they need to assist developers integrating with [Airwallex APIs](https://www.airwallex.com/docs/api/) - Aiven Logo **[Aiven](https://github.com/Aiven-Open/mcp-aiven)** - Navigate your [Aiven projects](https://go.aiven.io/mcp-server) and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services - Alation Logo **[Alation](https://github.com/Alation/alation-ai-agent-sdk)** - Unlock the power of the enterprise Data Catalog by harnessing tools provided by the Alation MCP server. - Alby Logo **[Alby Bitcoin Payments](https://github.com/getAlby/mcp)** - Connect any bitcoin lightning wallet to your agent to send and receive instant payments globally with your agent. @@ -72,17 +81,21 @@ Official integrations are maintained by companies building production ready MCP - Alibaba Cloud OPS Logo **[Alibaba Cloud OPS](https://github.com/aliyun/alibaba-cloud-ops-mcp-server)** - Manage the lifecycle of your Alibaba Cloud resources with [CloudOps Orchestration Service](https://www.alibabacloud.com/en/product/oos) and Alibaba Cloud OpenAPI. - Alibaba Cloud RDS MySQL Logo **[Alibaba Cloud RDS](https://github.com/aliyun/alibabacloud-rds-openapi-mcp-server)** - An MCP server designed to interact with the Alibaba Cloud RDS OpenAPI, enabling programmatic management of RDS resources via an LLM. - AlipayPlus Logo **[AlipayPlus](https://github.com/alipay/global-alipayplus-mcp)** - Connect your AI Agents to AlipayPlus Checkout Payment. +- Alkemi Logo **[Alkemi](https://github.com/alkemi-ai/alkemi-mcp)** - Query Snowflake, Google BigQuery, DataBricks Data Products through Alkemi.ai. - AllVoiceLab Logo **[AllVoiceLab](https://www.allvoicelab.com/mcp)** - An AI voice toolkit with TTS, voice cloning, and video translation, now available as an MCP server for smarter agent integration. - Alpaca Logo **[Alpaca](https://github.com/alpacahq/alpaca-mcp-server)** – Alpaca's MCP server lets you trade stocks and options, analyze market data, and build strategies through [Alpaca's Trading API](https://alpaca.markets/) - AlphaVantage Logo **[AlphaVantage](https://mcp.alphavantage.co/)** - Connect to 100+ APIs for financial market data, including stock prices, fundamentals, and more from [AlphaVantage](https://www.alphavantage.co) +- AltTester Logo **[AltTester®](https://alttester.com/docs/desktop/latest/pages/ai-extension.html)** - Use AltTester® capabilities to connect and test your Unity or Unreal game. Write game test automation faster and smarter, using [AltTester](https://alttester.com) and the AltTester® MCP server. +- Amplitude Logo **[Amplitude](https://amplitude.com/docs/analytics/amplitude-mcp)** - The Amplitude MCP server enables seamless integration between AI assistants and your product data, allowing you to search, analyze, and query charts, dashboards, experiments, feature flags, and metrics directly from your AI interface. - Antom Logo **[Antom](https://github.com/alipay/global-antom-mcp)** - Connect your AI Agents to Antom Checkout Payment. - Anytype Logo **[Anytype](https://github.com/anyproto/anytype-mcp)** - An MCP server enabling AI assistants to interact with [Anytype](https://anytype.io) - a local and collaborative wiki - to organize objects, lists, and more through natural language. - Apache Doris Logo **[Apache Doris](https://github.com/apache/doris-mcp-server)** - MCP Server For [Apache Doris](https://doris.apache.org/), an MPP-based real-time data warehouse. - Apache IoTDB Logo **[Apache IoTDB](https://github.com/apache/iotdb-mcp-server)** - MCP Server for [Apache IoTDB](https://github.com/apache/iotdb) database and its tools - **[Apache Pinot](https://github.com/startreedata/mcp-pinot)** – MCP server for running real - time analytics queries on Apache Pinot, an open-source OLAP database built for high-throughput, low-latency powering real-time applications. -- Apify Logo **[Apify](https://github.com/apify/actors-mcp-server)** - [Actors MCP Server](https://apify.com/apify/actors-mcp-server): Use 3,000+ pre-built cloud tools to extract data from websites, e-commerce, social media, search engines, maps, and more +- Apify Logo **[Apify](https://github.com/apify/apify-mcp-server)** - Use 6,000+ pre-built cloud tools to extract data from websites, e-commerce, social media, search engines, maps, and more - APIMatic Logo **[APIMatic MCP](https://github.com/apimatic/apimatic-validator-mcp)** - APIMatic MCP Server is used to validate OpenAPI specifications using [APIMatic](https://www.apimatic.io/). The server processes OpenAPI files and returns validation summaries by leveraging APIMatic's API. - Apollo Graph Logo **[Apollo MCP Server](https://github.com/apollographql/apollo-mcp-server/)** - Connect your GraphQL APIs to AI agents +- Appium Logo **[Appium MCP Server](https://github.com/appium/appium-mcp.git)** - MCP server for Mobile Development and Automation | iOS, Android, Simulator, Emulator, and Real Devices - Aqara Logo **[Aqara MCP Server](https://github.com/aqara/aqara-mcp-server/)** - Control [Aqara](https://www.aqara.com/) smart home devices, query status, execute scenes, and much more using natural language. - Archbee Logo **[Archbee](https://www.npmjs.com/package/@archbee/mcp)** - Write and publish documentation that becomes the trusted source for instant answers with AI. Stop cobbling tools and use [Archbee](https://www.archbee.com/) — the first complete documentation platform. - Arize-Phoenix Logo **[Arize Phoenix](https://github.com/Arize-ai/phoenix/tree/main/js/packages/phoenix-mcp)** - Inspect traces, manage prompts, curate datasets, and run experiments using [Arize Phoenix](https://github.com/Arize-ai/phoenix), an open-source AI and LLM observability tool. @@ -93,28 +106,32 @@ Official integrations are maintained by companies building production ready MCP - Atlan Logo **[Atlan](https://github.com/atlanhq/agent-toolkit/tree/main/modelcontextprotocol)** - The Atlan Model Context Protocol server allows you to interact with the [Atlan](https://www.atlan.com/) services through multiple tools. - Atlassian Logo **[Atlassian](https://www.atlassian.com/platform/remote-mcp-server)** - Securely interact with Jira work items and Confluence pages, and search across both. - AtomGit Logo **[AtomGit](https://atomgit.com/atomgit-open-source-ecosystem/atomgit-mcp-server)** - Official AtomGit server for integration with repository management, PRs, issues, branches, labels, and more. +- Atono Logo **[Atono](https://docs.atono.io/docs/mcp-server-for-atono/)** - Modern product teams connect their AI assistant to Atono to create and update stories, bugs, assignments and fixes. - Audiense Logo **[Audiense Insights](https://github.com/AudienseCo/mcp-audiense-insights)** - Marketing insights and audience analysis from [Audiense](https://www.audiense.com/products/audiense-insights) reports, covering demographic, cultural, influencer, and content engagement analysis. - Auth0 Logo **[Auth0](https://github.com/auth0/auth0-mcp-server)** - MCP server for interacting with your Auth0 tenant, supporting creating and modifying actions, applications, forms, logs, resource servers, and more. - Authenticator App Logo **[Authenticator App · 2FA](https://github.com/firstorderai/authenticator_mcp)** - A secure MCP (Model Context Protocol) server that enables AI agents to interact with the Authenticator App. - AWS Logo **[AWS](https://github.com/awslabs/mcp)** - Specialized MCP servers that bring AWS best practices directly to your development workflow. - Axiom Logo **[Axiom](https://github.com/axiomhq/mcp-server-axiom)** - Query and analyze your Axiom logs, traces, and all other event data in natural language -- Microsoft Azure Logo **[Azure](https://github.com/Azure/azure-mcp)** - The Azure MCP Server gives MCP Clients access to key Azure services and tools like Azure Storage, Cosmos DB, the Azure CLI, and more. +- Microsoft Azure Logo **[Azure](https://github.com/microsoft/mcp/tree/main/servers/Azure.Mcp.Server)** - The Azure MCP Server gives MCP Clients access to key Azure services and tools like Azure Storage, Cosmos DB, the Azure CLI, and more. - Microsoft Azure DevOps Logo **[Azure DevOps](https://github.com/microsoft/azure-devops-mcp)** - Interact with Azure DevOps services like repositories, work items, builds, releases, test plans, and code search. +- Backdocket Logo **[Backdocket](https://ai.backdocket.com)** - Search, Retrieve, and Update your **[Backdocket](https://backdocket.com)** data. This currently includes Claims, Matters, Contacts, Tasks and Advanced Searches. To easily use the Remote Mcp Server utilize the following url: **[https://ai.backdocket.com/mcp]([https://backdocket.com](https://ai.backdocket.com/mcp))** - Baidu Map Logo **[Baidu Map](https://github.com/baidu-maps/mcp)** - [Baidu Map MCP Server](https://lbsyun.baidu.com/faq/api?title=mcpserver/base) provides tools for AI agents to interact with Baidu Maps APIs, enabling location-based services and geospatial data analysis. - Bankless Logo **[Bankless Onchain](https://github.com/bankless/onchain-mcp)** - Query Onchain data, like ERC20 tokens, transaction history, smart contract state. - Baserow Logo **[Baserow](https://gitlab.com/baserow/baserow/-/tree/develop/backend/src/baserow/api/mcp)** - Query data from Baserow self-hosted or SaaS databases using MCP integration. +- Bauplan Logo **[Bauplan](https://github.com/BauplanLabs/bauplan-mcp-server)** - Manage the Bauplan lakehouse: query tables, create data branches, run pipelines, retrieve logs. - BICScan Logo **[BICScan](https://github.com/ahnlabio/bicscan-mcp)** - Risk score / asset holdings of EVM blockchain address (EOA, CA, ENS) and even domain names. +- Bitnovo Logo **[Bitnovo Pay](https://github.com/bitnovo/mcp-bitnovo-pay)** - Cryptocurrency payment integration enabling AI agents to create payments, manage QR codes, and process transactions through the Bitnovo Pay API with support for Bitcoin, Ethereum, and other cryptocurrencies. - Bitrise Logo **[Bitrise](https://github.com/bitrise-io/bitrise-mcp)** - Chat with your builds, CI, and [more](https://bitrise.io/blog/post/chat-with-your-builds-ci-and-more-introducing-the-bitrise-mcp-server). - boikot Logo **[Boikot](https://github.com/boikot-xyz/boikot)** - Learn about the ethical and unethical actions of major companies with [boikot.xyz](https://boikot.xyz/). - BoldSign Logo **[BoldSign](https://github.com/boldsign/boldsign-mcp)** - Search, request, and manage e-signature contracts effortlessly with [BoldSign](https://boldsign.com/). - Boost.space Logo **[Boost.space](https://github.com/boostspace/boostspace-mcp-server)** - An MCP server integrating with [Boost.space](https://boost.space) for centralized, automated business data from 2000+ sources. +- BoostSecurity Logo **[BoostSecurity](https://github.com/boost-community/boost-mcp)** - Powered by [BoostSecurity](https://boostsecurity.io/), the MCP guardrails coding agents against introducing dependencies with vulnerabilities, malware or typosquatting. - Box Logo **[Box](https://github.com/box-community/mcp-server-box)** - Interact with the Intelligent Content Management platform through Box AI. - BrightData Logo **[BrightData](https://github.com/luminati-io/brightdata-mcp)** - Discover, extract, and interact with the web - one interface powering automated access across the public internet. - Browserbase Logo **[Browserbase](https://github.com/browserbase/mcp-server-browserbase)** - Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more) - BrowserStack Logo **[BrowserStack](https://github.com/browserstack/mcp-server)** - Access BrowserStack's [Test Platform](https://www.browserstack.com/test-platform) to debug, write and fix tests, do accessibility testing and more. -- Bucket **[Bucket](https://github.com/bucketco/bucket-javascript-sdk/tree/main/packages/cli#model-context-protocol)** - Flag features, manage company data, and control feature access using [Bucket](https://bucket.co) -- Buildkite Logo **[Buildkite](https://github.com/buildkite/buildkite-mcp-server)** - Exposing Buildkite data (pipelines, builds, jobs, tests) to AI tooling and editors. - Buildable Logo**[Buildable](https://github.com/chunkydotdev/bldbl-mcp)** (TypeScript) - Official MCP server for Buildable AI-powered development platform. Enables AI assistants to manage tasks, track progress, get project context, and collaborate with humans on software projects. +- Buildkite Logo **[Buildkite](https://github.com/buildkite/buildkite-mcp-server)** - Exposing Buildkite data (pipelines, builds, jobs, tests) to AI tooling and editors. - BuiltWith Logo **[BuiltWith](https://github.com/builtwith/mcp)** - Identify the technology stack behind any website. - PortSwigger Logo **[Burp Suite](https://github.com/PortSwigger/mcp-server)** - MCP Server extension allowing AI clients to connect to [Burp Suite](https://portswigger.net) - Cal.com **[Cal.com](https://www.npmjs.com/package/@calcom/cal-mcp?activeTab=readme)** - Connect to the Cal.com API to schedule and manage bookings and appointments. @@ -124,51 +141,71 @@ Official integrations are maintained by companies building production ready MCP - Cartesia logo **[Cartesia](https://github.com/cartesia-ai/cartesia-mcp)** - Connect to the [Cartesia](https://cartesia.ai/) voice platform to perform text-to-speech, voice cloning etc. - Cashfree logo **[Cashfree](https://github.com/cashfree/cashfree-mcp)** - [Cashfree Payments](https://www.cashfree.com/) official MCP server. - **[CB Insights](https://github.com/cbinsights/cbi-mcp-server)** - Use the [CB Insights](https://www.cbinsights.com) MCP Server to connect to [ChatCBI](https://www.cbinsights.com/chatcbi/) -- Cleanup Crew logo **[Cleanup Crew](https://cleanupcrew.ai/install)** - Real-time human support service for non-technical founders using AI coding tools. When AI hits a wall, request instant human help directly from your IDE. +- ChainAware.ai Logo **[Behavioural Prediction](https://github.com/ChainAware/behavioral-prediction-mcp)** - AI-powered tools to analyze wallet behaviour prediction,fraud detection and rug pull prediction powered by [ChainAware.ai](https://www.chainaware.ai). - Chargebee Logo **[Chargebee](https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol)** - MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com). - Cheqd Logo **[Cheqd](https://github.com/cheqd/mcp-toolkit)** - Enable AI Agents to be trusted, verified, prevent fraud, protect your reputation, and more through [cheqd's](https://cheqd.io) Trust Registries and Credentials. - Chiki StudIO Logo **[Chiki StudIO](https://chiki.studio/galimybes/mcp/)** - Create your own configurable MCP servers purely via configuration (no code), with instructions, prompts, and tools support. - Chroma Logo **[Chroma](https://github.com/chroma-core/chroma-mcp)** - Embeddings, vector search, document storage, and full-text search with the open-source AI application database +- Chrome **[Chrome DevTools](https://github.com/ChromeDevTools/chrome-devtools-mcp)** - Enable AI coding assistants to debug web pages directly in Chrome, providing runtime insights and debugging capabilities. - Chronulus AI Logo **[Chronulus AI](https://github.com/ChronulusAI/chronulus-mcp)** - Predict anything with Chronulus AI forecasting and prediction agents. - CircleCI Logo **[CircleCI](https://github.com/CircleCI-Public/mcp-server-circleci)** - Enable AI Agents to fix build failures from CircleCI. - Claude Context Logo **[Claude Context](https://github.com/zilliztech/claude-context)** - Bring your codebase as context to Claude Code +- Cleanup Crew logo **[Cleanup Crew](https://cleanupcrew.ai/install)** - Real-time human support service for non-technical founders using AI coding tools. When AI hits a wall, request instant human help directly from your IDE. - ClickHouse Logo **[ClickHouse](https://github.com/ClickHouse/mcp-clickhouse)** - Query your [ClickHouse](https://clickhouse.com/) database server. - ClickSend Logo **[ClickSend](https://github.com/ClickSend/clicksend-mcp-server/)** - This is the official ClickSend MCP Server developed by ClickSend team. +- Clix Logo **[Clix MCP Server](https://github.com/clix-so/clix-mcp-server)** - Clix MCP Server that enables AI agents to provide real-time, trusted Clix documentation and SDK code examples for seamless integrations. - CloudBase Logo **[CloudBase](https://github.com/TencentCloudBase/CloudBase-AI-ToolKit)** - One-stop backend services for WeChat Mini-Programs and full-stack apps with serverless cloud functions and databases by [Tencent CloudBase](https://tcb.cloud.tencent.com/) +- CloudBees Logo **[CloudBees CI](https://docs.cloudbees.com/docs/cloudbees-ci-mcp-router/latest/)** - Enable AI access to your [CloudBees CI](https://www.cloudbees.com/capabilities/continuous-integration) cluster, the Enterprise-grade Jenkins®-based solution. +- CloudBees Logo **[CloudBees Unify](https://docs.cloudbees.com/docs/cloudbees-unify-mcp-server/latest/install/mcp-server)** - Enable AI access to your [CloudBees Unify](https://www.cloudbees.com/unify) environment. - Cloudbet Logo **[Cloudbet](https://github.com/cloudbet/sports-mcp-server)** - Structured sports and esports data via Cloudbet API: fixtures, live odds, stake limits, and markets. -- CloudBees Logo **[CloudBees](https://docs.cloudbees.com/docs/cloudbees-mcp/latest/)** - Enable AI access to your [CloudBees Unify](https://www.cloudbees.com/unify) environment. - Cloudera Iceberg **[Cloudera Iceberg](https://github.com/cloudera/iceberg-mcp-server)** - enabling AI on the [Open Data Lakehouse](https://www.cloudera.com/products/open-data-lakehouse.html). - **[Cloudflare](https://github.com/cloudflare/mcp-server-cloudflare)** - Deploy, configure & interrogate your resources on the Cloudflare developer platform (e.g. Workers/KV/R2/D1) - Cloudinary **[Cloudinary](https://github.com/cloudinary/mcp-servers)** - Exposes Cloudinary's media upload, transformation, AI analysis, management, optimization and delivery as tools usable by AI agents - Cloudsway Logo **[Cloudsway SmartSearch](https://github.com/Cloudsway-AI/smartsearch)** - Web search MCP server powered by Cloudsway, supporting keyword search, language, and safety options. Returns structured JSON results. - Codacy Logo **[Codacy](https://github.com/codacy/codacy-mcp-server/)** - Interact with [Codacy](https://www.codacy.com) API to query code quality issues, vulnerabilities, and coverage insights about your code. - CodeLogic Logo **[CodeLogic](https://github.com/CodeLogicIncEngineering/codelogic-mcp-server)** - Interact with [CodeLogic](https://codelogic.com), a Software Intelligence platform that graphs complex code and data architecture dependencies, to boost AI accuracy and insight. +- Coinex Logo **[Coinex](https://github.com/coinexcom/coinex_mcp_server)** - Official [Coinex API](https://docs.coinex.com/api/v2). An MCP Server to interface with the CoinEx cryptocurrency exchange, enabling retrieve of market data, K-line data, order book depth, account balance queries, order placement and more. - CoinGecko Logo **[CoinGecko](https://github.com/coingecko/coingecko-typescript/tree/main/packages/mcp-server)** - Official [CoinGecko API](https://www.coingecko.com/en/api) MCP Server for Crypto Price & Market Data, across 200+ Blockchain Networks and 8M+ Tokens. +- CoinStats Logo **[CoinStats](https://github.com/CoinStatsHQ/coinstats-mcp)** - MCP Server for the [CoinStats API](https://coinstats.app/api-docs/mcp/connecting). Provides access to cryptocurrency market data, portfolio tracking and news. - Comet Logo **[Comet Opik](https://github.com/comet-ml/opik-mcp)** - Query and analyze your [Opik](https://github.com/comet-ml/opik) logs, traces, prompts and all other telemetry data from your LLMs in natural language. -- OSS Conductor Logo Orkes Conductor Logo**[Conductor](https://github.com/conductor-oss/conductor-mcp)** - Interact with Conductor (OSS and Orkes) REST APIs. +- Commerce Layer Logo **[Commerce Layer](https://github.com/commercelayer/mcp-server-metrics)** - Interact with Commerce Layer Metrics API. - Composio Logo **[Composio](https://docs.composio.dev/docs/mcp-overview#-getting-started)** – Use [Composio](https://composio.dev) to connect 100+ tools. Zero setup. Auth built-in. Made for agents, works for humans. +- OSS Conductor Logo Orkes Conductor Logo**[Conductor](https://github.com/conductor-oss/conductor-mcp)** - Interact with Conductor (OSS and Orkes) REST APIs. +- ConfigCat Logo **[ConfigCat](https://github.com/configcat/mcp-server)** - Enables AI tools to interact with [ConfigCat](https://configcat.com), a feature flag service for teams. Supports managing ConfigCat feature flags, configs, environments, products and organizations. Helps to integrate ConfigCat SDK, implement feature flags and remove zombie (stale) flags. - Confluent Logo **[Confluent](https://github.com/confluentinc/mcp-confluent)** - Interact with Confluent Kafka and Confluent Cloud REST APIs. +- Construe Logo **[Construe](https://github.com/mattjoyce/mcp-construe)** - FastMCP server for intelligent Obsidian vault context management with frontmatter filtering, automatic chunking, and secure bidirectional knowledge operations. +- Ginylil Logo **[Context Templates](https://github.com/ginylil/context-templates)** - An open-source collection of reusable context templates designed to assist developers in structuring prompts, configurations, and workflows across various development tasks. Community contributions are encouraged to expand and refine available templates. - Contrast Security **[Contrast Security](https://github.com/Contrast-Security-OSS/mcp-contrast)** - Brings Contrast's vulnerability and SCA data into your coding agent to quickly remediate vulnerabilities. - Convex Logo **[Convex](https://stack.convex.dev/convex-mcp-server)** - Introspect and query your apps deployed to Convex. - Cortex Logo **[Cortex](https://github.com/cortexapps/cortex-mcp)** - Official MCP server for [Cortex](https://www.cortex.io). - Couchbase Logo **[Couchbase](https://github.com/Couchbase-Ecosystem/mcp-server-couchbase)** - Interact with the data stored in Couchbase clusters. +- Courier Logo **[Courier](https://www.courier.com/docs/tools/mcp)** - Build, update, and send multi-channel notifications across email, sms, push, Slack, and Microsoft Teams. - CRIC 克而瑞 LOGO **[CRIC Wuye AI](https://github.com/wuye-ai/mcp-server-wuye-ai)** - Interact with capabilities of the CRIC Wuye AI platform, an intelligent assistant specifically for the property management industry. - CrowdStrike Logo **[CrowdStrike Falcon](https://github.com/CrowdStrike/falcon-mcp)** - Connects AI agents with the CrowdStrike Falcon platform for intelligent security analysis, providing programmatic access to detections, incidents, behaviors, threat intelligence, hosts, vulnerabilities, and identity protection capabilities. - CTERA Edge Filer **[CTERA Edge Filer](https://github.com/ctera/mcp-ctera-edge)** - CTERA Edge Filer delivers intelligent edge caching and multiprotocol file access, enabling fast, secure access to files across core and remote sites. - CTERA Portal **[CTERA Portal](https://github.com/ctera/mcp-ctera-core)** - CTERA Portal is a multi-tenant, multi-cloud platform that delivers a global namespace and unified management across petabytes of distributed content. +- Customer.io Logo **[Customer.io](https://docs.customer.io/ai/mcp-server/)** - Let any LLM work directly with your Customer.io workspace to create segments, inspect user profiles, search for customers, and access workspace data. Analyze customer attributes, manage audience targeting, and explore your workspace without switching tabs. - Cycode Logo **[Cycode](https://github.com/cycodehq/cycode-cli#mcp-command-experiment)** - Boost security in your dev lifecycle via SAST, SCA, Secrets & IaC scanning with [Cycode](https://cycode.com/). - Dart Logo **[Dart](https://github.com/its-dart/dart-mcp-server)** - Interact with task, doc, and project data in [Dart](https://itsdart.com), an AI-native project management tool - Databricks Logo **[Databricks](https://docs.databricks.com/aws/en/generative-ai/mcp/)** - Connect to data, AI tools & agents, and the rest of the Databricks platform using turnkey managed MCP servers. Or, host your own custom MCP servers within the Databricks security and data governance boundary. - DataHub Logo **[DataHub](https://github.com/acryldata/mcp-server-datahub)** - Search your data assets, traverse data lineage, write SQL queries, and more using [DataHub](https://datahub.com/) metadata. +- Datawrapper logo **[Datawrapper](https://github.com/palewire/datawrapper-mcp)** - A Model Context Protocol (MCP) server for creating [Datawrapper](https://datawrapper.de) charts using AI assistants. - Daytona Logo **[Daytona](https://github.com/daytonaio/daytona/tree/main/apps/cli/mcp)** - Fast and secure execution of your AI generated code with [Daytona](https://daytona.io) sandboxes - Debugg AI Logo **[Debugg.AI](https://github.com/debugg-ai/debugg-ai-mcp)** - Zero-Config, Fully AI-Managed End-to-End Testing for any code gen platform via [Debugg.AI](https://debugg.ai) remote browsing test agents. - DeepL Logo **[DeepL](https://github.com/DeepLcom/deepl-mcp-server)** - Translate or rewrite text with [DeepL](https://deepl.com)'s very own AI models using [the DeepL API](https://developers.deepl.com/docs) +- DeepQ Logo **[DeepQ](https://github.com/shenqingtech/deepq-financial-toolkit-mcp-server)** - DeepQ Technology's Financial Toolkit MCP Server is an Chinese Financial AI toolkit provides comprehensive financial data and analytical tool support for AI large language models. - Defang Logo **[Defang](https://github.com/DefangLabs/defang/blob/main/src/pkg/mcp/README.md)** - Deploy your project to the cloud seamlessly with the [Defang](https://www.defang.io) platform without leaving your integrated development environment +- DeployHQ Logo **[DeployHQ](https://github.com/deployhq/deployhq-mcp-server)** – MCP server for DeployHQ API integration, enabling AI assistants to manage deployments, list projects, and monitor deployment status. +- Destinia Logo **[Destinia](https://destinia.com/developers)** - Provider tools to search for hotels in Destinia and get listing details. - Detailer Logo **[Detailer](https://detailer.ginylil.com/)** – Instantly generate rich, AI-powered documentation for your GitHub repositories. Designed for AI agents to gain deep project context before taking action. +- DevCycle Logo **[DevCycle](https://docs.devcycle.com/cli-mcp/mcp-getting-started)** - Create and monitor feature flags using natural language in your AI coding assistant. +- DevExpress Logo **[DevExpress](https://docs.devexpress.com/GeneralInformation/405551/help-resources/dev-express-documentation-mcp-server-configure-an-ai-powered-assistant)** Documentation MCP server — Get instant, AI-powered access to 300,000+ help topics on [DevExpress](https://www.devexpress.com) UI Component APIs — right in the AI Coding Assistant/IDE of your choice. - DevHub Logo **[DevHub](https://github.com/devhub/devhub-cms-mcp)** - Manage and utilize website content within the [DevHub](https://www.devhub.com) CMS platform - DevRev Logo **[DevRev](https://github.com/devrev/mcp-server)** - An MCP server to integrate with DevRev APIs to search through your DevRev Knowledge Graph where objects can be imported from diff. Sources listed [here](https://devrev.ai/docs/import#available-sources). - DexPaprika Logo **[DexPaprika (CoinPaprika)](https://github.com/coinpaprika/dexpaprika-mcp)** - Access real-time DEX data, liquidity pools, token information, and trading analytics across multiple blockchain networks with [DexPaprika](https://dexpaprika.com) by CoinPaprika. +- **[Diffusion](https://github.com/diffusiondata/diffusion-mcp-server)** - Connect to any Diffusion server to explore topics, create/update topics, manage sessions, configure features like topic views and metrics, and monitor the server. - Dolt Logo **[Dolt](https://github.com/dolthub/dolt-mcp)** - The official MCP server for version-controlled [Dolt](https://doltdb.com/) databases. +- GetDot.ai Logo **[Dot (GetDot.ai)](https://docs.getdot.ai/dot/integrations/mcp)** - Fetch, analyze or visualize data from your favorite database or data warehouse (Snowflake, BigQuery, Redshift, Databricks, Clickhouse, ...) with [Dot](https://getdot.ai), your AI Data Analyst. This remote MCP server is a one-click integration for user that have setup Dot. - Drata Logo **[Drata](https://drata.com/mcp)** - Get hands-on with our experimental MCP server—bringing real-time compliance intelligence into your AI workflows. - Dumpling AI Logo **[Dumpling AI](https://github.com/Dumpling-AI/mcp-server-dumplingai)** - Access data, web scraping, and document conversion APIs by [Dumpling AI](https://www.dumplingai.com/) - Dynatrace Logo **[Dynatrace](https://github.com/dynatrace-oss/dynatrace-mcp)** - Manage and interact with the [Dynatrace Platform ](https://www.dynatrace.com/platform) for real-time observability and monitoring. @@ -176,33 +213,40 @@ Official integrations are maintained by companies building production ready MCP - Edgee Logo **[Edgee](https://github.com/edgee-cloud/mcp-server-edgee)** - Deploy and manage [Edgee](https://www.edgee.cloud) components and projects - EduBase Logo **[EduBase](https://github.com/EduBase/MCP)** - Interact with [EduBase](https://www.edubase.net), a comprehensive e-learning platform with advanced quizzing, exam management, and content organization capabilities - Elasticsearch Logo **[Elasticsearch](https://github.com/elastic/mcp-server-elasticsearch)** - Query your data in [Elasticsearch](https://www.elastic.co/elasticsearch) +- Elasticsearch Memory Logo **[Elasticsearch Memory](https://github.com/fredac100/elasticsearch-memory-mcp)** - Persistent memory with hierarchical categorization, semantic search, and intelligent auto-detection. Install via [PyPI](https://pypi.org/project/elasticsearch-memory-mcp/). +- Elastic Email Logo **[Elastic Email](https://github.com/ElasticEmail/elasticemail-mcp-server)** - Elastic Email MCP Server delivers full-scale email capabilities to the next generation of AI agents and MCP-compatible environments. +- Ember AI Logo **[Ember AI](https://docs.emberai.xyz/)** - A unified MCP server that enables AI agents to execute cross-chain DeFi strategies. - Endor Labs Logo **[Endor Labs](https://docs.endorlabs.com/deployment/ide/mcp/)** - Find and fix security risks in you code. Integrate [Endor Labs](https://endorlabs.com) to scan and secure your code from vulnerabilities and secret leaks. - eSignatures Logo **[eSignatures](https://github.com/esignaturescom/mcp-server-esignatures)** - Contract and template management for drafting, reviewing, and sending binding contracts. - ESP RainMaker Logo **[ESP RainMaker](https://github.com/espressif/esp-rainmaker-mcp)** - Official Espressif MCP Server to Control and Manage ESP RainMaker Devices. - Exa Logo **[Exa](https://github.com/exa-labs/exa-mcp-server)** - Search Engine made for AIs by [Exa](https://exa.ai) +- Explorium Logo **[Explorium](https://github.com/explorium-ai/mcp-explorium)** - B2B data and infrastructure for AI SDR & GTM Agents [Explorium](https://www.explorium.ai) - **[FalkorDB](https://github.com/FalkorDB/FalkorDB-MCPServer)** - FalkorDB graph database server get schema and read/write-cypher [FalkorDB](https://www.falkordb.com) - fetchSERP Logo **[fetchSERP](https://github.com/fetchSERP/fetchserp-mcp-server-node)** - All-in-One SEO & Web Intelligence Toolkit API [fetchSERP](https://www.fetchserp.com/) - Fewsats Logo **[Fewsats](https://github.com/Fewsats/fewsats-mcp)** - Enable AI Agents to purchase anything in a secure way using [Fewsats](https://fewsats.com) - Fibery Logo **[Fibery](https://github.com/Fibery-inc/fibery-mcp-server)** - Perform queries and entity operations in your [Fibery](https://fibery.io) workspace. - Financial Datasets Logo **[Financial Datasets](https://github.com/financial-datasets/mcp-server)** - Stock market API made for AI agents - Firebase Logo **[Firebase](https://github.com/firebase/firebase-tools/blob/master/src/mcp)** - Firebase's experimental [MCP Server](https://firebase.google.com/docs/cli/mcp-server) to power your AI Tools -- Firecrawl Logo **[Firecrawl](https://github.com/mendableai/firecrawl-mcp-server)** - Extract web data with [Firecrawl](https://firecrawl.dev) +- Firecrawl Logo **[Firecrawl](https://github.com/firecrawl/firecrawl-mcp-server)** - Extract web data with [Firecrawl](https://firecrawl.dev) - Firefly Logo **[Firefly](https://github.com/gofireflyio/firefly-mcp)** - Integrates, discovers, manages, and codifies cloud resources with [Firefly](https://firefly.ai). - Fireproof Logo **[Fireproof](https://github.com/fireproof-storage/mcp-database-server)** - Immutable ledger database with live synchronization - FIXParser Logo **[FIXParser](https://gitlab.com/logotype/fixparser/-/tree/main/packages/fixparser-plugin-mcp)** - A modern FIX Protocol engine for AI-powered trading agents - Fluid Attacks Logo **[Fluid Attacks](https://github.com/fluidattacks/mcp)** - Interact with the [Fluid Attacks](https://fluidattacks.com/) API, enabling vulnerability management, organization insights, and GraphQL query execution. +- Flutterwave Logo **[Flutterwave](https://github.com/bajoski34/mcp-flutterwave/tree/main)** - Interact with Flutterwave payment solutions API, to manage transactions, payment links and more. - ForeverVM Logo **[ForeverVM](https://github.com/jamsocket/forevervm/tree/main/javascript/mcp-server)** - Run Python in a code sandbox. +- Gcore Logo **[Gcore](https://github.com/G-Core/gcore-mcp-server)** - Interact with Gcore platform services via LLM assistants, providing unified access to CDN, GPU Cloud & AI Inference, Video Streaming, WAAP, and cloud resources including instances and networks. - GibsonAI Logo **[GibsonAI](https://github.com/GibsonAI/mcp)** - AI-Powered Cloud databases: Build, migrate, and deploy database instances with AI - Gitea Logo **[Gitea](https://gitea.com/gitea/gitea-mcp)** - Interact with Gitea instances with MCP. - Gitee Logo **[Gitee](https://github.com/oschina/mcp-gitee)** - Gitee API integration, repository, issue, and pull request management, and more. - GitGuardian Logo **[GitGuardian](https://github.com/GitGuardian/gg-mcp)** - GitGuardian official MCP server - Scan projects using GitGuardian's industry-leading API, which features over 500 secret detectors to prevent credential leaks before they reach public repositories. Resolve security incidents directly with rich contextual data for rapid, automated remediation. - GitHub Logo **[GitHub](https://github.com/github/github-mcp-server)** - GitHub's official MCP Server. - GitKraken Logo **[GitKraken](https://github.com/gitkraken/gk-cli?tab=readme-ov-file#mcp-server)** - A CLI for interacting with GitKraken APIs. Includes an MCP server via `gk mcp` that not only wraps GitKraken APIs, but also Jira, GitHub, GitLab, and more. +- GitLab Logo **[GitLab](https://docs.gitlab.com/user/gitlab_duo/model_context_protocol/mcp_server/)** - GitLab's official MCP server enabling AI tools to securely access GitLab project data, manage issues, and perform repository operations via OAuth 2.0. - Glean Logo **[Glean](https://github.com/gleanwork/mcp-server)** - Enterprise search and chat using Glean's API. - Globalping Logo **[Globalping](https://github.com/jsdelivr/globalping-mcp-server)** - Access a network of thousands of probes to run network commands like ping, traceroute, mtr, http and DNS resolve. - gNucleus Logo **[gNucleus Text-To-CAD](https://github.com/gNucleus/text-to-cad-mcp)** - Generate CAD parts and assemblies from text using gNucleus AI models. -- Google Cloud Logo **[Google Cloud Run](https://github.com/GoogleCloudPlatform/cloud-run-mcp)** - Deploy code to Google Cloud Run - GoLogin Logo **[GoLogin MCP server](https://github.com/gologinapp/gologin-mcp)** - Manage your GoLogin browser profiles and automation directly through AI conversations! +- Google Cloud Logo **[Google Cloud Run](https://github.com/GoogleCloudPlatform/cloud-run-mcp)** - Deploy code to Google Cloud Run - Google Maps Platform Logo **[Google Maps Platform Code Assist](https://github.com/googlemaps/platform-ai/tree/main/packages/code-assist)** - Ground agents on fresh, official documentation and code samples for optimal geo-related guidance and code.. - gotoHuman Logo **[gotoHuman](https://github.com/gotohuman/gotohuman-mcp-server)** - Human-in-the-loop platform - Allow AI agents and automations to send requests for approval to your [gotoHuman](https://www.gotohuman.com) inbox. - Grafana Logo **[Grafana](https://github.com/grafana/mcp-grafana)** - Search dashboards, investigate incidents and query datasources in your Grafana instance @@ -216,41 +260,57 @@ Official integrations are maintained by companies building production ready MCP - Harper Logo **[Harper](https://github.com/HarperDB/mcp-server)** - An MCP server providing an interface for MCP clients to access data within [Harper](https://www.harpersystems.dev/). - Heroku Logo **[Heroku](https://github.com/heroku/heroku-mcp-server)** - Interact with the Heroku Platform through LLM-driven tools for managing apps, add-ons, dynos, databases, and more. - HeyOnCall Logo **[HeyOnCall](https://heyoncall.com/blog/mcp-server-for-paging-a-human)** - Page a human, sending critical or non-critical alerts to the free [HeyOnCall](https://heyoncall.com/) iOS or Android apps. +- Hillnote Logo **[Hillnote](https://github.com/Rajathbail/hillnote-mcp-server)** - search, edit, save and create documents to your [Hillnote](https://hillnote.com) workspace, a markdown-first editor that stores files locally. +- Hive Intelligence Logo **[Hive Intelligence](https://github.com/hive-intel/hive-crypto-mcp)** - Ultimate cryptocurrency MCP for AI assistants with unified access to crypto, DeFi, and Web3 analytics - Hiveflow Logo **[Hiveflow](https://github.com/hiveflowai/hiveflow-mcp-server)** - Create, manage, and execute agentic AI workflows directly from your assistant. - Hologres Logo **[Hologres](https://github.com/aliyun/alibabacloud-hologres-mcp-server)** - Connect to a [Hologres](https://www.alibabacloud.com/en/product/hologres) instance, get table metadata, query and analyze data. - Homebrew Logo **[Homebrew](https://docs.brew.sh/MCP-Server)** Allows [Homebrew](https://brew.sh) users to run Homebrew commands locally. - Honeycomb Logo **[Honeycomb](https://github.com/honeycombio/honeycomb-mcp)** Allows [Honeycomb](https://www.honeycomb.io/) Enterprise customers to query and analyze their data, alerts, dashboards, and more; and cross-reference production behavior with the codebase. +- HOPX Logo **[HOPX](https://github.com/hopx-ai/mcp)** - Execute Python, JavaScript, Bash, and Go code in isolated cloud containers with sub-150ms startup times. Pre-installed data science libraries (pandas, numpy, matplotlib) for AI-powered data analysis and code testing. - HubSpot Logo **[HubSpot](https://developer.hubspot.com/mcp)** - Connect, manage, and interact with [HubSpot](https://www.hubspot.com/) CRM data - HuggingFace Logo **[Hugging Face](https://huggingface.co/settings/mcp)** - Connect to the Hugging Face Hub APIs programmatically: semantic search for spaces and papers, exploration of datasets and models, and access to all compatible MCP Gradio tool spaces! - Hunter Logo **[Hunter](https://github.com/hunter-io/hunter-mcp)** - Interact with the [Hunter API](https://hunter.io) to get B2B data using natural language. - Hyperbolic Labs Logo **[Hyperbolic](https://github.com/HyperbolicLabs/hyperbolic-mcp)** - Interact with Hyperbolic's GPU cloud, enabling agents and LLMs to view and rent available GPUs, SSH into them, and run GPU-powered workloads for you. - Hyperbrowsers23 Logo **[Hyperbrowser](https://github.com/hyperbrowserai/mcp)** - [Hyperbrowser](https://www.hyperbrowser.ai/) is the next-generation platform empowering AI agents and enabling effortless, scalable browser automation. +- **[IBM watsonx.data intelligence](https://github.com/IBM/data-intelligence-mcp-server)** - Find, understand, and work with your data in the watsonx.data intelligence governance & catalog, data quality, data lineage, and data product hub - **[IBM wxflows](https://github.com/IBM/wxflows/tree/main/examples/mcp/javascript)** - Tool platform by IBM to build, test and deploy tools for any data source +- Improve Digital Icon **[Improve Digital Publisher MCP](https://github.com/azerion/improvedigital-publisher-mcp-server)** - An MCP server that enables publishers to integrate [Improve Digital’s](https://improvedigital.com/) inventory management system with their AI tools or agents. - Inbox Zero Logo **[Inbox Zero](https://github.com/elie222/inbox-zero/tree/main/apps/mcp-server)** - AI personal assistant for email [Inbox Zero](https://www.getinboxzero.com) - Inflectra Logo **[Inflectra Spira](https://github.com/Inflectra/mcp-server-spira)** - Connect to your instance of the SpiraTest, SpiraTeam or SpiraPlan application lifecycle management platform by [Inflectra](https://www.inflectra.com) +- Infobip Logo **[Infobip](https://github.com/infobip/mcp)** - MCP server for integrating [Infobip](https://www.infobip.com/) global cloud communication platform. It equips AI agents with communication superpowers, allowing them to send and receive SMS and RCS messages, interact with WhatsApp and Viber, automate communication workflows, and manage customer data, all in a production-ready environment. - Inkeep Logo **[Inkeep](https://github.com/inkeep/mcp-server-python)** - RAG Search over your content powered by [Inkeep](https://inkeep.com) - Integration App Icon **[Integration App](https://github.com/integration-app/mcp-server)** - Interact with any other SaaS applications on behalf of your customers. - IP2Location.io Icon **[IP2Location.io](https://github.com/ip2location/mcp-ip2location-io)** - Interact with IP2Location.io API to retrieve the geolocation information for an IP address. - IPLocate Icon **[IPLocate](https://github.com/iplocate/mcp-server-iplocate)** - Look up IP address geolocation, network information, detect proxies and VPNs, and find abuse contact details using [IPLocate.io](https://www.iplocate.io) - Jellyfish Logo **[Jellyfish](https://github.com/Jellyfish-AI/jellyfish-mcp)** – Give your AI agent context about your team's software engineering allocations and workflow via the [Jellyfish](https://jellyfish.co) platform -- **[JetBrains](https://github.com/JetBrains/mcp-jetbrains)** – Work on your code with JetBrains IDEs +- Jenkins Logo **[Jenkins](https://plugins.jenkins.io/mcp-server/)** - Official Jenkins MCP Server plugin enabling AI assistants to manage builds, check job statuses, retrieve logs, and integrate with CI/CD pipelines through standardized MCP interface. +- **[JetBrains](https://www.jetbrains.com/help/idea/mcp-server.html)** – Work on your code with JetBrains IDEs: IntelliJ IDEA, PhpStorm, etc. - JFrog Logo **[JFrog](https://github.com/jfrog/mcp-jfrog)** - Model Context Protocol (MCP) Server for the [JFrog](https://jfrog.com/) Platform API, enabling repository management, build tracking, release lifecycle management, and more. - Kagi Logo **[Kagi Search](https://github.com/kagisearch/kagimcp)** - Search the web using Kagi's search API +- 📅 **[Kalendis](https://github.com/kalendis-dev/kalendis-mcp)** - Generate TypeScript clients and API route handlers for the Kalendis scheduling API across multiple frameworks (Next.js, Express, Fastify, NestJS), streamlining integration of availability management and booking functionality. +- Kaltura Logo **[Kaltura](https://github.com/kaltura/mcp-events)** - Manage [Kaltura Event Platform](https://corp.kaltura.com/blog/best-virtual-event-platform/#what-is-a-virtual-event-platform-0). Provide tools and resources for creating, managing, and interacting with Kaltura virtual events. +- Kash Logo **[Kash.click](https://github.com/paracetamol951/caisse-enregistreuse-mcp-server)** - Gives AI access to your sales, clients, orders, tax information, payments, and all the insights on your business - Keboola Logo **[Keboola](https://github.com/keboola/keboola-mcp-server)** - Build robust data workflows, integrations, and analytics on a single intuitive platform. - Kernel Logo **[Kernel](https://github.com/onkernel/kernel-mcp-server)** – Access Kernel's cloud‑based browsers via MCP. - Keywords Everywhere Logo **[Keywords Everywhere](https://api.keywordseverywhere.com/docs/#/mcp_integration)** – Access SEO data through the official Keywords Everywhere API MCP server. - KeywordsPeopleUse Logo **[KeywordsPeopleUse.com](https://github.com/data-skunks/kpu-mcp)** - Find questions people ask online with [KeywordsPeopleUse](https://keywordspeopleuse.com). +- Kiln Logo **[Kiln](https://github.com/Kiln-AI/Kiln)** - A free open-source platform for building production-ready AI systems. It supports RAG pipelines, AI agents, MCP tool-calling, evaluations, synthetic data generation, and fine-tuning — all in one unified framework by [Kiln-AI](https://kiln.tech/). +- Kintone Logo **[Kintone](https://github.com/kintone/mcp-server)** - The official local MCP server for [Kintone](https://kintone.com). - KirokuForms Logo **[KirokuForms](https://www.kirokuforms.com/ai/mcp)** - [KirokuForms](https://www.kirokuforms.com) is an AI-powered form platform combining professional form building with Human-in-the-Loop (HITL) capabilities. Create custom forms, collect submissions, and integrate human oversight into AI workflows through [MCP integration](https://kirokuforms.com/ai/mcp). +- Kiteworks Logo **[Kiteworks](https://github.com/kiteworks/mcp)** - Official MCP server to interact with the [Kiteworks Private Data Network (PDN) platform](https://kiteworks.com). - Klavis Logo **[Klavis ReportGen](https://github.com/Klavis-AI/klavis/tree/main/mcp_servers/report_generation)** - Create professional reports from a simple user query. - Klaviyo Logo **[Klaviyo](https://developers.klaviyo.com/en/docs/klaviyo_mcp_server)** - Interact with your [Klaviyo](https://www.klaviyo.com/) marketing data. - kluster.ai Logo **[kluster.ai](https://docs.kluster.ai/get-started/mcp/overview/)** - kluster.ai provides MCP servers that bring AI services directly into your development workflow, including guardrails like hallucination detection. - Knit Logo **[Knit MCP Server](https://developers.getknit.dev/docs/knit-mcp-server-getting-started)** - Production-ready remote MCP servers that enable you to connect with 10000+ tools across CRM, HRIS, Payroll, Accounting, ERP, Calendar, Expense Management, and Chat categories. - Knock Logo **[Knock MCP Server](https://github.com/knocklabs/agent-toolkit#model-context-protocol-mcp)** - Send product and customer messaging across email, in-app, push, SMS, Slack, MS Teams. +- Kumo Logo **[Kumo](https://github.com/kumo-ai/kumo-rfm-mcp)** - MCP Server to interact with KumoRFM, a foundation model for generating predictions from your relational data. - Kurrent Logo **[KurrentDB](https://github.com/kurrent-io/mcp-server)** - This is a simple MCP server to help you explore data and prototype projections faster on top of KurrentDB. - Kuzu Logo **[Kuzu](https://github.com/kuzudb/kuzu-mcp-server)** - This server enables LLMs to inspect database schemas and execute queries on the provided Kuzu graph database. See [blog](https://blog.kuzudb.com/post/2025-03-23-kuzu-mcp-server/)) for a debugging use case. - KWDB Logo **[KWDB](https://github.com/KWDB/kwdb-mcp-server)** - Reading, writing, querying, modifying data, and performing DDL operations with data in your KWDB Database. +- kweenkl Logo **[kweenkl](https://github.com/antoinedelorme/kweenkl-mcp)** - Send push notifications from AI assistants using natural language. Pre-launch demo available with example webhook token. - Label Studio Logo **[Label Studio](https://github.com/HumanSignal/label-studio-mcp-server)** - Open Source data labeling platform. - Lambda Capture **[Lambda Capture](https://github.com/lambda-capture/mcp-server)** - Macroeconomic Forecasts & Semantic Context from Federal Reserve, Bank of England, ECB. +- LambdaTest MCP server **[LambdaTest](https://www.lambdatest.com/mcp)** - LambdaTest MCP Servers ranging from Accessibility, SmartUI, Automation, and HyperExecute allows you to connect AI assistants with your testing workflow, streamlining setup, analyzing failures, and generating fixes to speed up testing and improve efficiency. - Langfuse Logo **[Langfuse Prompt Management](https://github.com/langfuse/mcp-server-langfuse)** - Open-source tool for collaborative editing, versioning, evaluating, and releasing prompts. - Lara Translate Logo **[Lara Translate](https://github.com/translated/lara-mcp)** - MCP Server for Lara Translate API, enabling powerful translation capabilities with support for language detection and context-aware translations. - Last9 Logo **[Last9](https://github.com/last9/last9-mcp-server)** - Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster. @@ -261,6 +321,7 @@ Official integrations are maintained by companies building production ready MCP - LiGo Logo **[LinkedIn MCP Runner](https://github.com/ertiqah/linkedin-mcp-runner)** - Write, edit, and schedule LinkedIn posts right from ChatGPT and Claude with [LiGo](https://ligo.ertiqah.com/). - Linkup Logo **[Linkup](https://github.com/LinkupPlatform/js-mcp-server)** - (JS version) MCP server that provides web search capabilities through Linkup's advanced search API. This server enables AI assistants and development tools to perform intelligent web searches with natural language queries. - Linkup Logo **[Linkup](https://github.com/LinkupPlatform/python-mcp-server)** - (Python version) MCP server that provides web search capabilities through Linkup's advanced search API. This server enables AI assistants and development tools to perform intelligent web searches with natural language queries. +- Lippia.io **[Lippia](https://github.com/Lippia-io/Lippia-MCP-Server/blob/main/getting-started.md)** - MCP Server to accelerate Test Automation using Lippia Framework. - Lisply **[Lisply](https://github.com/gornskew/lisply-mcp)** - Flexible frontend for compliant Lisp-speaking backends. - Litmus.io Logo **[Litmus.io](https://github.com/litmusautomation/litmus-mcp-server)** - Official MCP server for configuring [Litmus](https://litmus.io) Edge for Industrial Data Collection, Edge Analytics & Industrial AI. - Liveblocks Logo **[Liveblocks](https://github.com/liveblocks/liveblocks-mcp-server)** - Ready‑made features for AI & human collaboration—use this to develop your [Liveblocks](https://liveblocks.io) app quicker. @@ -272,24 +333,31 @@ Official integrations are maintained by companies building production ready MCP - Mapbox Logo **[Mapbox](https://github.com/mapbox/mcp-server)** - Unlock geospatial intelligence through Mapbox APIs like geocoding, POI search, directions, isochrones and more. - MariaDB Logo **[MariaDB](https://github.com/mariadb/mcp)** - A standard interface for managing and querying MariaDB databases, supporting both standard SQL operations and advanced vector/embedding-based search. - mcp-discovery logo **[MCP Discovery](https://github.com/rust-mcp-stack/mcp-discovery)** - A lightweight CLI tool built in Rust for discovering MCP server capabilities. -- MCP Toolbox for Databases Logo **[MCP Toolbox for Databases](https://github.com/googleapis/genai-toolbox)** - Open source MCP server specializing in easy, fast, and secure tools for Databases. Supports AlloyDB, BigQuery, Bigtable, Cloud SQL, Dgraph, MySQL, Neo4j, Postgres, Spanner, and more. +- WooCommerce Logo **[MCP for WooCommerce](https://github.com/iOSDevSK/mcp-for-woocommerce)** - Connect your WooCommerce store to AI assistants with read-only access to products, categories, reviews, and WordPress content. [WordPress plugin](https://wordpress.org/plugins/mcp-for-woocommerce/) +- MCP Toolbox for Databases Logo **[MCP Toolbox for Databases](https://github.com/googleapis/genai-toolbox)** - Open source MCP server specializing in easy, fast, and secure tools for Databases. Supports AlloyDB, BigQuery, Bigtable, Cloud SQL, Dgraph, Looker, MySQL, Neo4j, Postgres, Spanner, and more. - Meilisearch Logo **[Meilisearch](https://github.com/meilisearch/meilisearch-mcp)** - Interact & query with Meilisearch (Full-text & semantic search API) +- Memalot Logo **[Memalot](https://github.com/nfergu/memalot?tab=readme-ov-file#mcp-server)** - Finds memory leaks in Python programs. - Memgraph Logo **[Memgraph](https://github.com/memgraph/ai-toolkit/tree/main/integrations/mcp-memgraph)** - Query your data in [Memgraph](https://memgraph.com/) graph database. - MercadoLibre Logo **[Mercado Libre](https://mcp.mercadolibre.com/)** - Mercado Libre's official MCP server. - MercadoPago Logo **[Mercado Pago](https://mcp.mercadopago.com/)** - Mercado Pago's official MCP server. - Metoro Logo **[Metoro](https://github.com/metoro-io/metoro-mcp-server)** - Query and interact with kubernetes environments monitored by Metoro +- Microsoft Business Central Logo **[Microsoft Business Central](https://github.com/knowall-ai/mcp-business-central)** - Manage Dynamics 365 Business Central customers, contacts, sales opportunities, invoices, and vendors - Microsoft Clarity Logo **[Microsoft Clarity](https://github.com/microsoft/clarity-mcp-server)** - Official MCP Server to get your behavioral analytics data and insights from [Clarity](https://clarity.microsoft.com) - Microsoft Dataverse Logo **[Microsoft Dataverse](https://go.microsoft.com/fwlink/?linkid=2320176)** - Chat over your business data using NL - Discover tables, run queries, retrieve data, insert or update records, and execute custom prompts grounded in business knowledge and context. -- microsoft.com favicon **[Microsoft Learn Docs](https://github.com/microsoftdocs/mcp)** - An MCP server that provides structured access to Microsoft’s official documentation. Retrieves accurate, authoritative, and context-aware technical content for code generation, question answering, and workflow grounding. +- Microsoft Learn Logo **[Microsoft Learn Docs](https://github.com/microsoftdocs/mcp)** - An MCP server that provides structured access to Microsoft's official documentation. Retrieves accurate, authoritative, and context-aware technical content for code generation, question answering, and workflow grounding. +- Microsoft Teams Logo **[Microsoft Teams](https://devblogs.microsoft.com/microsoft365dev/announcing-the-updated-teams-ai-library-and-mcp-support/)** - Official Microsoft Teams AI Library with MCP support enabling advanced agent orchestration, multi-agent collaboration, and seamless integration with Teams messaging and collaboration features. - **[Milvus](https://github.com/zilliztech/mcp-server-milvus)** - Search, Query and interact with data in your Milvus Vector Database. - mimilabs **[mimilabs](https://www.mimilabs.ai/mcp)** - A US healthcare data discovery guide for 50+ gov sources and thousands of publicly available US healthcare datasets regarding gov-funded programs, policies, drug pricings, clinical trials, etc. +- Mixpanel Logo **[Mixpanel](https://docs.mixpanel.com/docs/features/mcp)** - Query and analyze your product analytics data through natural language. This Mixpanel MCP connects AI assistants to your Mixpanel workspace, enabling conversational access to user behavior insights, funnels, retention analysis, and custom reports. - Mobb **[Mobb](https://github.com/mobb-dev/bugsy?tab=readme-ov-file#model-context-protocol-mcp-server)** - The [Mobb Vibe Shield](https://vibe.mobb.ai/) MCP server identifies and remediates vulnerabilities in both human and AI-written code, ensuring your applications remain secure without slowing development. - **[Momento](https://github.com/momentohq/mcp-momento)** - Momento Cache lets you quickly improve your performance, reduce costs, and handle load at any scale. +- Monday.com Logo **[Monday.com](https://github.com/mondaycom/mcp)** - Interact with Monday.com boards, items, accounts and work forms. - **[MongoDB](https://github.com/mongodb-js/mongodb-mcp-server)** - Both MongoDB Community Server and MongoDB Atlas are supported. -- Moorcheh Logo **[Moorcheh](https://github.com/moorcheh-ai/moorcheh-mcp)** - Embed, store, and search your documents, and build secure chatbots and RAG systems with Moorcheh's information-theoretic semantic search engine +- Moorcheh Logo **[Moorcheh](https://github.com/moorcheh-ai/moorcheh-mcp)** - Provides seamless integration with Moorcheh's Embedding, Vector Store, Search, and Gen AI Answer services. - MotherDuck Logo **[MotherDuck](https://github.com/motherduckdb/mcp-server-motherduck)** - Query and analyze data with MotherDuck and local DuckDB - Mulesoft Logo **[Mulesoft](https://www.npmjs.com/package/@mulesoft/mcp-server)** - Build, deploy, and manage MuleSoft applications with natural language, directly inside any compatible IDE. - Multiplayer Logo **[Multiplayer](https://www.multiplayer.app/docs/ai/mcp-server)** - Analyze your full stack session recordings easily. Record a bug with Multiplayer, analyze and fix it with LLM +- Nango Logo **[Nango](https://nango.dev/docs/guides/use-cases/ai-tool-calling)** - Integrate your AI agent with 500+ APIs: Auth, custom tools, and observability. Open-source. - NanoVMs Logo **[NanoVMs](https://github.com/nanovms/ops-mcp)** - Easily Build and Deploy unikernels to any cloud. - Needle AI Logo **[Needle](https://github.com/needle-ai/needle-mcp)** - Production-ready RAG out of the box to search and retrieve data from your own documents. - Neo4j Logo **[Neo4j](https://github.com/neo4j-contrib/mcp-neo4j/)** - Neo4j graph database server (schema + read/write-cypher) and separate graph database backed memory @@ -297,22 +365,26 @@ Official integrations are maintained by companies building production ready MCP - Neo4j Logo **[Neo4j GDS](https://github.com/neo4j-contrib/gds-agent)** - Neo4j graph data science server with comprehensive graph algorithms that enables complex graph reasoning and Q&A. - Neon Logo **[Neon](https://github.com/neondatabase/mcp-server-neon)** - Interact with the Neon serverless Postgres platform - Nerve Logo **[Nerve](https://github.com/nerve-hq/nerve-mcp-server)** - Search and Act on all your company data across all your SaaS apps via [Nerve](https://www.usenerve.com/) +- NetApp Logo **[NetApp](https://github.com/NetApp/mcp)** - Query metrics, manage volumes, and search across your NetApp systems and services. - Netdata Logo **[Netdata](https://github.com/netdata/netdata/blob/master/src/web/mcp/README.md)** - Discovery, exploration, reporting and root cause analysis using all observability data, including metrics, logs, systems, containers, processes, and network connections - Netlify Logo **[Netlify](https://docs.netlify.com/welcome/build-with-ai/netlify-mcp-server/)** - Create, build, deploy, and manage your websites with Netlify web platform. - Nile Logo **[Nile](https://github.com/niledatabase/nile-mcp-server)** - An MCP server that talks to Nile - Postgres re-engineered for B2B apps. Manage and query databases, tenants, users, auth using LLMs - Nodit Logo **[Nodit](https://github.com/noditlabs/nodit-mcp-server)** - Official Nodit MCP Server enabling access to multi-chain RPC Nodes and Data APIs for blockchain data. - Norman Logo **[Norman Finance](https://github.com/norman-finance/norman-mcp-server)** - MCP server for managing accounting and taxes with Norman Finance. +- Notifly Logo **[Notifly](https://github.com/notifly-tech/notifly-mcp-server)** - Notifly MCP Server that enables AI agents to provide real-time, trusted Notifly documentation and SDK code examples for seamless integrations. - Notion Logo **[Notion](https://github.com/makenotion/notion-mcp-server#readme)** - This project implements an MCP server for the Notion API. - Nutrient Logo **[Nutrient](https://github.com/PSPDFKit/nutrient-dws-mcp-server)** - Create, Edit, Sign, Extract Documents using Natural Language - Nx Logo **[Nx](https://github.com/nrwl/nx-console/blob/master/apps/nx-mcp)** - Makes [Nx's understanding](https://nx.dev/features/enhance-AI) of your codebase accessible to LLMs, providing insights into the codebase architecture, project relationships and runnable tasks thus allowing AI to make precise code suggestions. - OceanBase Logo **[OceanBase](https://github.com/oceanbase/mcp-oceanbase)** - MCP Server for OceanBase database and its tools - Octagon Logo **[Octagon](https://github.com/OctagonAI/octagon-mcp-server)** - Deliver real-time investment research with extensive private and public market data. - OctoEverywhere Logo **[OctoEverywhere](https://github.com/OctoEverywhere/mcp)** - A 3D Printing MCP server that allows for querying for live state, webcam snapshots, and 3D printer control. +- Octopus Deploy **[Octopus Deploy](https://github.com/OctopusDeploy/mcp-server)** - Official MCP server for querying, inspecting, and managing your [Octopus Deploy](https://octopus.com/) instance. - Offorte Logo **[Offorte](https://github.com/offorte/offorte-mcp-server#readme)** - Offorte Proposal Software official MCP server enables creation and sending of business proposals. - Ola Maps **[OlaMaps](https://pypi.org/project/ola-maps-mcp-server)** - Official Ola Maps MCP Server for services like geocode, directions, place details and many more. +- Olostep **[Olostep](https://github.com/olostep/olostep-mcp-server)** - Search, scrape and crawl content from web. Real-time results in clean markdown. +- **[OMOP MCP](https://github.com/OHNLP/omop_mcp)** - Map clinical terminology to OMOP concepts using LLMs for healthcare data standardization. - ONLYOFFICE DocSpace **[ONLYOFFICE DocSpace](https://github.com/ONLYOFFICE/docspace-mcp)** - Interact with [ONLYOFFICE DocSpace](https://www.onlyoffice.com/docspace.aspx) API to create rooms, manage files and folders. - OP.GG Logo **[OP.GG](https://github.com/opgginc/opgg-mcp)** - Access real-time gaming data across popular titles like League of Legends, TFT, and Valorant, offering champion analytics, esports schedules, meta compositions, and character statistics. -- Openfort **[Openfort](https://github.com/openfort-xyz/mcp)** - Connect your AI to Openfort's smart wallet, auth, and project infrastructure. - OpenMetadata **[OpenMetadata](https://open-metadata.org/mcp)** - The first Enterprise-grade MCP server for metadata - OpenSearch Logo **[OpenSearch](https://github.com/opensearch-project/opensearch-mcp-server-py)** - MCP server that enables AI agents to perform search and analytics use cases on data stored in [OpenSearch](https://opensearch.org/). - OpsLevel **[OpsLevel](https://github.com/opslevel/opslevel-mcp)** - Official MCP Server for [OpsLevel](https://www.opslevel.com). @@ -325,23 +397,37 @@ Official integrations are maintained by companies building production ready MCP - PagerDuty Logo **[PagerDuty](https://github.com/PagerDuty/pagerduty-mcp-server)** - Interact with your PagerDuty account, allowing you to manage incidents, services, schedules, and more directly from your MCP-enabled client. - **[Pagos](https://github.com/pagos-ai/pagos-mcp)** - Interact with the Pagos API. Query Credit Card BIN Data with more to come. - PAIML Logo **[PAIML MCP Agent Toolkit](https://github.com/paiml/paiml-mcp-agent-toolkit)** - Professional project scaffolding toolkit with zero-configuration AI context generation, template generation for Rust/Deno/Python projects, and hybrid neuro-symbolic code analysis. +- PandaDoc **[PandaDoc](https://developers.pandadoc.com/docs/use-pandadoc-mcp-server)** - Configure AI development tools to connect to PandaDoc's Model Context Protocol server and leverage AI-powered PandaDoc integrations. - Paper Logo **[Paper](https://github.com/paperinvest/mcp-server)** - Realistic paper trading platform with market simulation, 22 broker emulations, and professional tools for risk-free trading practice. First trading platform with MCP integration. +- Parallel Logo **[Parallel Task MCP](https://github.com/parallel-web/task-mcp)** - Initiate Deep Research and Batch Tasks - **[Patronus AI](https://github.com/patronus-ai/patronus-mcp-server)** - Test, evaluate, and optimize AI agents and RAG apps - Paubox Logo**[Paubox](https://mcp.paubox.com)** - Official MCP server which allows AI agents to interact with Paubox Email API. HITRUST certified. - PayPal Logo **[PayPal](https://mcp.paypal.com)** - PayPal's official MCP server. +- Foxit Logo **[PDFActionInspector](https://github.com/foxitsoftware/PDFActionInspector/tree/develop)** - A Model Context Protocol server for extracting and analyzing JavaScript Actions from PDF files. Provides comprehensive security analysis to detect malicious PDF behaviors, hidden scripts, and potential security threats through AI-assisted risk assessment. - Pearl Logo **[Pearl](https://github.com/Pearl-com/pearl_mcp_server)** - Official MCP Server to interact with Pearl API. Connect your AI Agents with 12,000+ certified experts instantly. - Perplexity Logo **[Perplexity](https://github.com/ppl-ai/modelcontextprotocol)** - An MCP server that connects to Perplexity's Sonar API, enabling real-time web-wide research in conversational AI. +- Persona Sessions Logo **[Persona Sessions](https://github.com/mattjoyce/mcp-persona-sessions)** - Enable AI assistants to conduct structured, persona-driven sessions including interview preparation, personal reflection, and coaching conversations with built-in timer and evaluation. - PGA Logo **[PGA (Golf)](https://mcp.pga.com)** - PGA's official MCP Server for all things golf-related. Find a coach, play golf, improve your game, and more. +- PGYER Logo **[PGYER](https://github.com/PGYER/pgyer-mcp-server)** - MCP Server for [PGYER](https://www.pgyer.com/) platform, supports uploading, querying apps, etc. - **[Pinecone](https://github.com/pinecone-io/pinecone-mcp)** - [Pinecone](https://docs.pinecone.io/guides/operations/mcp-server)'s developer MCP Server assist developers in searching documentation and managing data within their development environment. - **[Pinecone Assistant](https://github.com/pinecone-io/assistant-mcp)** - Retrieves context from your [Pinecone Assistant](https://docs.pinecone.io/guides/assistant/mcp-server) knowledge base. +- PinMeTo logo **[PinMeTo](https://github.com/PinMeTo/pinmeto-location-mcp)** - MCP server that enables users with authorized credentials to unlock their location data. - Pipedream Logo **[Pipedream](https://github.com/PipedreamHQ/pipedream/tree/master/modelcontextprotocol)** - Connect with 2,500 APIs with 8,000+ prebuilt tools. +- PlainlyVideos Logo **[Plainly Videos](https://github.com/plainly-videos/mcp-server)** - The official MCP server for [Plainly Videos](https://plainlyvideos.com), allowing users to browse designs and projects, as well as render videos using various LLM clients. - PlayCanvas Logo **[PlayCanvas](https://github.com/playcanvas/editor-mcp-server)** - Create interactive 3D web apps with the PlayCanvas Editor. +- Playwright Logo **[Playwright](https://github.com/microsoft/playwright-mcp)** — Browser automation MCP server using Playwright to run tests, navigate pages, capture screenshots, scrape content, and automate web interactions reliably. - Plugged.in Logo **[Plugged.in](https://github.com/VeriTeknik/pluggedin-mcp)** - A comprehensive proxy that combines multiple MCP servers into a single MCP. It provides discovery and management of tools, prompts, resources, and templates across servers, plus a playground for debugging when building MCP servers. +- P-Link.io Logo **[P-Link.io](https://github.com/paracetamol951/P-Link-MCP)** - HTTP 402 Protocol implementation on Solana network. Sending & receiving payments for agents +- Polymarket Logo **[Polymarket](https://github.com/ozgureyilmaz/polymarket-mcp)** - Real-time prediction market data from Polymarket - search markets, analyze prices, identify trading opportunities. +- Plus AI Logo **[Plus AI](https://plusai.com/features/mcp)** - A Model Context Protocol (MCP) server for automatically generating professional PowerPoint and Google Slides presentations using the [Plus AI](https://plusai.com/) presentation API. - Port Logo **[Port IO](https://github.com/port-labs/port-mcp-server)** - Access and manage your software catalog to improve service quality and compliance. - **[PostHog](https://github.com/posthog/mcp)** - Interact with PostHog analytics, feature flags, error tracking and more with the official PostHog MCP server. +- PostIdentity Logo **[PostIdentity](https://github.com/PostIdentity/mcp-server)** - Generate AI-powered social media posts from any AI assistant. Manage identities, create posts, track referrals, and browse marketplace templates, powered by [PostIdentity](https://postidentity.com). - **[Postman API](https://github.com/postmanlabs/postman-api-mcp)** - Manage your Postman resources using the [Postman API](https://www.postman.com/postman/postman-public-workspace/collection/i2uqzpp/postman-api). - Powerdrill Logo **[Powerdrill](https://github.com/powerdrillai/powerdrill-mcp)** - An MCP server that provides tools to interact with Powerdrill datasets, enabling smart AI data analysis and insights. -- Prisma Logo **[Prisma](https://www.prisma.io/docs/postgres/mcp-server)** - Create and manage Prisma Postgres databases +- pre.dev Logo **[pre.dev Architect](https://docs.pre.dev/mcp-server)** - 10x your coding agent by keeping it on track with pre.dev. +- PrestaShop Logo **[PrestaShop.com](https://docs.mcp.prestashop.com/)** - Manage your PrestaShop store with AI Assistant by using the official PrestaShop MCP server. +- Prisma Logo **[Prisma](https://www.prisma.io/docs/postgres/integrations/mcp-server)** - Create and manage Prisma Postgres databases - Probe.dev Logo **[Probe.dev](https://docs.probe.dev/guides/mcp-integration)** - Comprehensive media analysis and validation powered by [Probe.dev](https://probe.dev). Hosted MCP server with FFprobe, MediaInfo, and Probe Report analysis capabilities. - Prode.ai Logo **[ProdE](https://github.com/CuriousBox-AI/ProdE-mcp)** - Your 24/7 production engineer that preserves context across multiple codebases. - Program Integrity Alliance (PIA) Logo **[Program Integrity Alliance (PIA)](https://github.com/Program-Integrity-Alliance/pia-mcp-local)** - Local and Hosted MCP servers providing AI-friendly access to U.S. Government Open Datasets. Also available on [Docker MCP Catalog](https://hub.docker.com/mcp/explore?search=PIA). See [our website](https://programintegrity.org) for more details. @@ -352,7 +438,9 @@ Official integrations are maintained by companies building production ready MCP - Pure.md Logo **[Pure.md](https://github.com/puremd/puremd-mcp)** - Reliably access web content in markdown format with [pure.md](https://pure.md) (bot detection avoidance, proxy rotation, and headless JS rendering built in). - Put.io Logo **[Put.io](https://github.com/putdotio/putio-mcp-server)** - Interact with your Put.io account to download torrents. - **[Qdrant](https://github.com/qdrant/mcp-server-qdrant/)** - Implement semantic memory layer on top of the Qdrant vector search engine +- Qonto **[Qonto](https://github.com/qonto/qonto-mcp-server)** - Access and interact your Qonto account through LLMs using MCP. - Qorus **[Qorus](https://qoretechnologies.com/manual/qorus/current/qorus/sysarch.html#mcp_server)** - Connect to any application, system, or technology and automate your business processes without coding and with AI +- QuantConnect Logo **[QuantConnect](https://github.com/QuantConnect/mcp-server)** - Interact with your [QuantConnect](https://www.quantconnect.com/) account to update projects, write strategies, run backtest, and deploying strategies to production live-trading. - **[Quickchat AI](https://github.com/incentivai/quickchat-ai-mcp)** - Launch your conversational [Quickchat AI](https://quickchat.ai) agent as an MCP to give AI apps real-time access to its Knowledge Base and conversational capabilities - Ragie Logo **[Ragie](https://github.com/ragieai/ragie-mcp-server/)** - Retrieve context from your [Ragie](https://www.ragie.ai) (RAG) knowledge base connected to integrations like Google Drive, Notion, JIRA and more. - **[Ramp](https://github.com/ramp-public/ramp-mcp)** - Interact with [Ramp](https://ramp.com)'s Developer API to run analysis on your spend and gain insights leveraging LLMs @@ -363,6 +451,7 @@ Official integrations are maintained by companies building production ready MCP - Redis Logo **[Redis](https://github.com/redis/mcp-redis/)** - The Redis official MCP Server offers an interface to manage and search data in Redis. - Redis Logo **[Redis Cloud API](https://github.com/redis/mcp-redis-cloud/)** - The Redis Cloud API MCP Server allows you to manage your Redis Cloud resources using natural language. - Reexpress **[Reexpress](https://github.com/ReexpressAI/reexpress_mcp_server)** - Enable Similarity-Distance-Magnitude statistical verification for your search, software, and data science workflows +- Reflag **[Reflag](https://github.com/reflagcom/javascript/tree/main/packages/cli#model-context-protocol)** - Create and manage feature flags using [Reflag](https://reflag.com) - Reltio Logo **[Reltio](https://github.com/reltio-ai/reltio-mcp-server)** - A lightweight, plugin-based MCP server designed to perform advanced entity matching with language models in Reltio environments. - Rember Logo **[Rember](https://github.com/rember/rember-mcp)** - Create spaced repetition flashcards in [Rember](https://rember.com) to remember anything you learn in your chats - Render Logo **[Render](https://render.com/docs/mcp-server)** - The official Render MCP server: spin up new services, run queries against your databases, and debug rapidly with direct access to service metrics and logs. @@ -373,6 +462,7 @@ Official integrations are maintained by companies building production ready MCP - Roblox Studio **[Roblox Studio](https://github.com/Roblox/studio-rust-mcp-server)** - Roblox Studio MCP Server, create and manipulate scenes, scripts in Roblox Studio - Rodin **[Rodin](https://github.com/DeemosTech/rodin-api-mcp)** - Generate 3D Models with [Hyper3D Rodin](https://hyper3d.ai) - Root Signals Logo **[Root Signals](https://github.com/root-signals/root-signals-mcp)** - Improve and quality control your outputs with evaluations using LLM-as-Judge +- **[Roundtable](https://github.com/askbudi/roundtable)** - Unified integration layer that bridges multiple AI coding assistants (Codex, Claude Code, Cursor, Gemini) through zero-configuration auto-discovery and enterprise-ready architecture. - **[Routine](https://github.com/routineco/mcp-server)** - MCP server to interact with [Routine](https://routine.co/): calendars, tasks, notes, etc. - Composio Logo **[Rube](https://github.com/ComposioHQ/Rube)** - Rube is a Model Context Protocol (MCP) server that connects your AI tools to 500+ apps like Gmail, Slack, GitHub, and Notion. Simply install it in your AI client, authenticate once with your apps, and start asking your AI to perform real actions like "Send an email" or "Create a task." - SafeDep Logo **[SafeDep](https://github.com/safedep/vet/blob/main/docs/mcp.md)** - SafeDep `vet-mcp` helps in vetting open source packages for security risks—such as vulnerabilities and malicious code—before they're used in your project, especially with AI-generated code suggestions. @@ -383,27 +473,39 @@ Official integrations are maintained by companies building production ready MCP - Search1API Logo **[Search1API](https://github.com/fatwang2/search1api-mcp)** - One API for Search, Crawling, and Sitemaps - SearchUnify Logo **[SearchUnify](https://github.com/searchunify/su-mcp/)** - SearchUnify MCP Server (su-mcp) enables seamless integration of SearchUnify with Claude Desktop - Secureframe Logo **[Secureframe](https://github.com/secureframe/secureframe-mcp-server)** - Query security controls, monitor compliance tests, and access audit data across SOC 2, ISO 27001, CMMC, FedRAMP, and other frameworks from [Secureframe](https://secureframe.com). -- Semgrep Logo **[Semgrep](https://github.com/semgrep/mcp)** - Enable AI agents to secure code with [Semgrep](https://semgrep.dev/). +- Semgrep Logo **[Semgrep](https://github.com/semgrep/semgrep/blob/develop/cli/src/semgrep/mcp/README.md)** - Enable AI agents to secure code with [Semgrep](https://semgrep.dev/). +- Semilattice icon **[Semilattice](https://github.com/semilattice-research/mcp)** - Test content, personalise features, and A/B test decisions with accurate audience prediction. - Sequa Logo **[Sequa.AI](https://github.com/sequa-ai/sequa-mcp)** - Stop stitching context for Copilot and Cursor. With [Sequa MCP](https://github.com/sequa-ai/sequa-mcp), your AI tools know all your codebases and docs out of the box. - Shortcut Logo **[Shortcut](https://github.com/useshortcut/mcp-server-shortcut)** - Access and implement all of your projects and tasks (Stories) from [Shortcut](https://shortcut.com/). +- Simplifier Logo **[Simplifier](https://github.com/simplifier-ag/simplifier-mcp)** - Manage connectors, business objects and more in your [Simplifier](https://simplifier.io/) low code platform. - **[SingleStore](https://github.com/singlestore-labs/mcp-server-singlestore)** - Interact with the SingleStore database platform - SmartBear Logo **[SmartBear](https://github.com/SmartBear/smartbear-mcp)** - Provides access to multiple capabilities across SmartBear's API Hub, Test Hub, and Insight Hub, all through [dedicated tools and resources](https://developer.smartbear.com/smartbear-mcp/docs/mcp-server). - Smooth Operator **[Smooth Operator](https://smooth-operator.online/agent-tools-api-docs/toolserverdocs)** - Tools to automate Windows via AI Vision, Mouse, Keyboard, Automation Trees, Webbrowser - Snyk Logo **[Snyk](https://github.com/snyk/snyk-ls/blob/main/mcp_extension/README.md)** - Enhance security posture by embedding [Snyk](https://snyk.io/) vulnerability scanning directly into agentic workflows. - SonarQube Logo **[SonarQube](https://github.com/SonarSource/sonarqube-mcp-server)** - Enables seamless integration with [SonarQube](https://www.sonarsource.com/) Server or Cloud and allows for code snippet analysis within the agent context. - Sophtron **[Sophtron](https://github.com/sophtron/Sophtron-Integration/tree/main/modelcontextprotocol)** - Connect to your bank, credit card, utilities accounts to retrieve account balances and transactions with [Sophtron Bank Integration](https://sophtron.com). +- Microsoft Learn Logo **[SQL Server](https://github.com/Azure-Samples/SQL-AI-samples/tree/main/MssqlMcp)** - Official Microsoft SQL Server MCP[1](https://devblogs.microsoft.com/azure-sql/introducing-mssql-mcp-server/) - StackHawk Logo **[StackHawk](https://github.com/stackhawk/stackhawk-mcp)** - Use [StackHawk](https://www.stackhawk.com/) to test for and FIX security problems in your code or vibe coded app. +- StackOverflow Logo **[Stack Overflow](https://api.stackexchange.com/docs/mcp-server)** - Access Stack Overflow's trusted and verified technical questions and answers. +- Stardog Logo **[Stardog](https://github.com/stardog-union/stardog-cloud-mcp)** - Provide trusted, contextual answers to both humans and agents using your enterprise knowledge graph with [Stardog](https://www.stardog.com)'s Semantic AI Platform. - StarRocks Logo **[StarRocks](https://github.com/StarRocks/mcp-server-starrocks)** - Interact with [StarRocks](https://www.starrocks.io/) - Steadybit Logo **[Steadybit](https://github.com/steadybit/mcp)** - Interact with [Steadybit](https://www.steadybit.com/) +- Steuerboard Logo **[Steuerboard](https://github.com/steuerboard/steuerboard-mcp-typescript)** - Interact with the accounting data in your business using our official MCP server +- Storybook Logo **[Storybook](https://github.com/storybookjs/addon-mcp)** - Interact with [Storybook](https://storybook.js.org/) to automate UI component testing and documentation +- Strata Logo **[Strata](https://www.klavis.ai/)** - One MCP server that guides your AI agents through thousands of tools in multiple apps progressively. It eliminates context overload and ensures accurate tool selection, enabling agents to handle complex, multi-app workflows with ease. - Stripe Logo **[Stripe](https://github.com/stripe/agent-toolkit)** - Interact with Stripe API +- Success.co Logo **[Success.co](https://www.success.co/docs/guides/ai-mcp-connector)** - Interact with your Success.co account - enhance your EOS® journey and get insights on your teams and business. +- Sugar Logo **[Sugar](https://github.com/cdnsteve/sugar)** - Autonomous AI development platform for Claude Code with task management, specialized agents, and workflow automation. Full MCP server bridges Claude with Python CLI for rich task context and autonomous execution. - Sunra AI Logo **[Sunra AI](https://github.com/sunra-ai/sunra-clients/tree/main/mcp-server)** - Search for and run AI models on [Sunra.ai](https://sunra.ai). Discover models, create video, image, and 3D model content, track their status, and manage the generated media. - Supabase Logo **[Supabase](https://github.com/supabase-community/supabase-mcp)** - Interact with Supabase: Create tables, query data, deploy edge functions, and more. - Supadata Logo **[Supadata](https://github.com/supadata-ai/mcp)** - Official MCP server for [Supadata](https://supadata.ai) - YouTube, TikTok, X and Web data for makers. - Tako Logo **[Tako](https://github.com/TakoData/tako-mcp)** - Use natural language to search [Tako](https://trytako.com) for real-time financial, sports, weather, and public data with visualization - Tavily Logo **[Tavily](https://github.com/tavily-ai/tavily-mcp)** - Search engine for AI agents (search + extract) powered by [Tavily](https://tavily.com/) - Telnyx Logo **[Telnyx](https://github.com/team-telnyx/telnyx-mcp-server)** - Official MCP server for building AI-powered communication apps. Create voice assistants, send SMS campaigns, manage phone numbers, and integrate real-time messaging with enterprise-grade reliability. Includes remote [streamable-http](https://api.telnyx.com/v2/mcp) and [sse](https://api.telnyx.com/mcp/sse) servers. +- Tencent RTC Logo **[Tencent RTC](https://github.com/Tencent-RTC/mcp)** - The MCP Server enables AI IDEs to more effectively understand and use [Tencent's Real-Time Communication](https://trtc.io/) SDKs and APIs, which significantly streamlines the process for developers to build audio/video call applications. - Teradata Logo **[Teradata](https://github.com/Teradata/teradata-mcp-server)** - This MCP Server support tools and prompts for multi task data analytics on a [Teradata](https://teradata.com) platform. - Terraform Logo **[Terraform](https://github.com/hashicorp/terraform-mcp-server)** - Seamlessly integrate with Terraform ecosystem, enabling advanced automation and interaction capabilities for Infrastructure as Code (IaC) development powered by [Terraform](https://www.hashicorp.com/en/products/terraform) +- TextArtTools Logo **[TextArtTools](https://github.com/humanjesse/textarttools-mcp)** - Transform text with 23 Unicode styles and create stylized banners with 322+ figlet fonts. - TextIn Logo **[TextIn](https://github.com/intsig-textin/textin-mcp)** - An MCP server for the [TextIn](https://www.textin.com/?from=github_mcp) API, is a tool for extracting text and performing OCR on documents, it also supports converting documents into Markdown - Thena Logo **[Thena](https://mcp.thena.ai)** - Thena's MCP server for enabling users and AI agents to interact with Thena's services and manage customers across different channels such as Slack, Email, Web, Discord etc. - ThingsBoard **[ThingsBoard](https://github.com/thingsboard/thingsboard-mcp)** - The ThingsBoard MCP Server provides a natural language interface for LLMs and AI agents to interact with your ThingsBoard IoT platform. @@ -414,17 +516,21 @@ Official integrations are maintained by companies building production ready MCP - TiDB Logo **[TiDB](https://github.com/pingcap/pytidb)** - MCP Server to interact with TiDB database platform. - Tinybird Logo **[Tinybird](https://github.com/tinybirdco/mcp-tinybird)** - Interact with Tinybird serverless ClickHouse platform - Tldv Logo **[Tldv](https://gitlab.com/tldv/tldv-mcp-server)** - Connect your AI agents to Google-Meet, Zoom & Microsoft Teams through [tl;dv](https://tldv.io) +- Todoist Logo **[Todoist](https://github.com/doist/todoist-ai)** - Search, add, and update [Todoist](https://todoist.com) tasks, projects, sections, comments, and more. - Token Metrics Logo **[Token Metrics](https://github.com/token-metrics/mcp)** - [Token Metrics](https://www.tokenmetrics.com/) integration for fetching real-time crypto market data, trading signals, price predictions, and advanced analytics. - TomTom Logo **[TomTom-MCP](https://github.com/tomtom-international/tomtom-mcp)** - The [TomTom](https://www.tomtom.com/) MCP Server simplifies geospatial development by providing seamless access to TomTom's location services, including search, routing, traffic and static maps data. -- Trade Agent Logo **[Trade Agent](https://github.com/Trade-Agent/trade-agent-mcp)** - Execute stock and crypto trades on your brokerage via [Trade Agent](https://thetradeagent.ai) +- Trade It Logo **[Trade It](https://github.com/trade-it-inc/trade-it-mcp)** - Execute stock, crypto, and options trades on your brokerage via [Trade It](https://tradeit.app). Supports Robinhood, ETrade, Charles Schwab, Webull, Coinbase, and Kraken. - Twelvedata Logo **[Twelve Data](https://github.com/twelvedata/mcp)** — Integrate your AI agents with real-time and historical financial market data through our official [Twelve Data](https://twelvedata.com) MCP server. - Twilio Logo **[Twilio](https://github.com/twilio-labs/mcp)** - Interact with [Twilio](https://www.twilio.com/en-us) APIs to send SMS messages, manage phone numbers, configure your account, and more. -- Tencent RTC Logo **[Tencent RTC](https://github.com/Tencent-RTC/mcp)** - The MCP Server enables AI IDEs to more effectively understand and use [Tencent's Real-Time Communication](https://trtc.io/) SDKs and APIs, which significantly streamlines the process for developers to build audio/video call applications. +- TCSAS Logo **[TCSAS](https://github.com/TCMPP-Team/tcsas-devtools-mcp-server)** - Built on the Tencent Mini Program technical framework and fully following the development, powered by [Tencent Cloud Super App as a Service](https://www.tencentcloud.com/products/tcsas?lang=en&pg=). - Uberall Logo **[Uberall](https://github.com/uberall/uberall-mcp-server)** – Manage multi - location presence, including listings, reviews, and social posting, via [uberall](https://uberall.com). - Unblocked Logo **[Unblocked](https://docs.getunblocked.com/unblocked-mcp)** Help your AI-powered IDEs generate faster, more accurate code by giving them access to context from Slack, Confluence, Google Docs, JIRA, and more with [Unblocked](https://getunblocked.com). - UnifAI Logo **[UnifAI](https://github.com/unifai-network/unifai-mcp-server)** - Dynamically search and call tools using [UnifAI Network](https://unifai.network) - Unstructured Logo **[Unstructured](https://github.com/Unstructured-IO/UNS-MCP)** - Set up and interact with your unstructured data processing workflows in [Unstructured Platform](https://unstructured.io) +- Uno Platform Logo **[Uno Platform](https://platform.uno/)** - Connects agents and developers to [Uno Platform's](https://aka.platform.uno/mcp) knowledge base - docs, APIs, and best practices allowing for building cross-platform .NET applications. - Upstash Logo **[Upstash](https://github.com/upstash/mcp-server)** - Manage Redis databases and run Redis commands on [Upstash](https://upstash.com/) with natural language. +- UUV Logo **[UUV](https://github.com/e2e-test-quest/uuv/tree/main/packages/mcp-server)** - Generate human readable end to end tests with [UUV](https://e2e-test-quest.github.io/uuv/). +- Vaadin Logo **[Vaadin](https://github.com/marcushellberg/vaadin-documentation-services)** - Search Vaadin documentation, get the full documentation, and get version information. Designed for AI agents. - Vantage **[Vantage](https://github.com/vantage-sh/vantage-mcp-server)** - Interact with your organization's cloud cost spend. - VariFlight Logo **[VariFlight](https://github.com/variflight/variflight-mcp)** - VariFlight's official MCP server provides tools to query flight information, weather data, comfort metrics, the lowest available fares, and other civil aviation-related data. - Octagon Logo **[VCAgents](https://github.com/OctagonAI/octagon-vc-agents)** - Interact with investor agents—think Wilson or Thiel—continuously updated with market intel. @@ -433,7 +539,9 @@ Official integrations are maintained by companies building production ready MCP - Vercel Logo **[Vercel](https://vercel.com/docs/mcp/vercel-mcp)** - Access logs, search docs, and manage projects and deployments. - Verodat Logo **[Verodat](https://github.com/Verodat/verodat-mcp-server)** - Interact with Verodat AI Ready Data platform - VeyraX Logo **[VeyraX](https://github.com/VeyraX/veyrax-mcp)** - Single tool to control all 100+ API integrations, and UI components +- VictoriaLogs Logo **[VictoriaLogs](https://github.com/VictoriaMetrics-Community/mcp-victorialogs)** - Integration with [VictoriaLogs APIs](https://docs.victoriametrics.com/victorialogs/querying/#http-api) and [documentation](https://docs.victoriametrics.com/victorialogs/) for working with logs and debugging tasks related to your VictoriaLogs instances. - VictoriaMetrics Logo **[VictoriaMetrics](https://github.com/VictoriaMetrics-Community/mcp-victoriametrics)** - Comprehensive integration with [VictoriaMetrics APIs](https://docs.victoriametrics.com/victoriametrics/url-examples/) and [documentation](https://docs.victoriametrics.com/) for monitoring, observability, and debugging tasks related to your VictoriaMetrics instances. +- VictoriaTraces Logo **[VictoriaTraces](https://github.com/VictoriaMetrics-Community/mcp-victoriatraces)** - Integration with [VictoriaTraces APIs](https://docs.victoriametrics.com/victoriatraces/querying/#http-api) and [documentation](https://docs.victoriametrics.com/victoriatraces/) for working with distributed tracing and debugging tasks related to your VictoriaTraces instances. - VideoDB Director **[VideoDB Director](https://github.com/video-db/agent-toolkit/tree/main/modelcontextprotocol)** - Create AI-powered video workflows including automatic editing, content moderation, voice cloning, highlight generation, and searchable video moments—all accessible via simple APIs and intuitive chat-based interfaces. - LandingAI VisionAgent **[VisionAgent MCP](https://github.com/landing-ai/vision-agent-mcp)** - A simple MCP server that enables your LLM to better reason over images, video and documents. - Vizro Logo **[Vizro](https://github.com/mckinsey/vizro/tree/main/vizro-mcp)** - Tools and templates to create validated and maintainable data charts and dashboards @@ -441,7 +549,10 @@ Official integrations are maintained by companies building production ready MCP - WayStation Logo **[WayStation](https://github.com/waystation-ai/mcp)** - Universal MCP server to connect to popular productivity tools such as Notion, Monday, AirTable, and many more - Webflow Logo **[Webflow](https://github.com/webflow/mcp-server)** - Interact with Webflow sites, pages, and collections - WebScraping.AI Logo **[WebScraping.AI](https://github.com/webscraping-ai/webscraping-ai-mcp-server)** - Interact with **[WebScraping.AI](https://WebScraping.AI)** for web data extraction and scraping +- WhatsApp Business Logo **[WhatsApp Business](https://medium.com/@wassenger/introducing-whatsapp-mcp-ai-connector-3d393b52d1b0)** - WhatsApp Business MCP connector enabling AI agents to send messages, manage conversations, access templates, and integrate with WhatsApp Business API for automated customer communication. - Winston.AI Logo **[Winston AI](https://github.com/gowinston-ai/winston-ai-mcp-server)** - AI detector MCP server with industry leading accuracy rates in detecting use of AI in text and images. The [Winston AI](https://gowinston.ai) MCP server also offers a robust plagiarism checker to help maintain integrity. +- WooCommerce.com Logo **[WooCommerce.com](https://developer.woocommerce.com/docs/features/mcp/)** - Manaage your WooCommerce.com store, products, and orders with our MCP integration. +- WordPress.com Logo **[WordPress.com](https://developer.wordpress.com/docs/mcp/)** - Connect your AI assistant to WordPress.com, giving you direct visibility into your site's content, analytics, and settings. - Xero Logo **[Xero](https://github.com/XeroAPI/xero-mcp-server)** - Interact with the accounting data in your business using our official MCP server - YDB Logo **[YDB](https://github.com/ydb-platform/ydb-mcp)** - Query [YDB](https://ydb.tech/) databases - Yeelight Logo **[Yeelight MCP Server](https://github.com/Yeelight/yeelight-iot-mcp)** - The official [Yeelight MCP Server](https://github.com/Yeelight/yeelight-iot-mcp) enables users to control and query their [Yeelight](https://en.yeelight.com/) smart devices using natural language, offering a seamless and efficient human-AI interaction experience. @@ -449,8 +560,12 @@ Official integrations are maintained by companies building production ready MCP - YugabyteDB Logo **[YugabyteDB](https://github.com/yugabyte/yugabytedb-mcp-server)** - MCP Server to interact with your [YugabyteDB](https://www.yugabyte.com/) database - Yunxin Logo **[Yunxin](https://github.com/netease-im/yunxin-mcp-server)** - An MCP server that connects to Yunxin's IM/RTC/DATA Open-API - Zapier Logo **[Zapier](https://zapier.com/mcp)** - Connect your AI Agents to 8,000 apps instantly. +- Zenable Logo **[Zenable](https://docs.zenable.io/integrations/mcp/getting-started)** - Clean up sloppy AI code and prevent vulnerabilities - **[ZenML](https://github.com/zenml-io/mcp-zenml)** - Interact with your MLOps and LLMOps pipelines through your [ZenML](https://www.zenml.io) MCP server +- **[ZettelkastenSpace](https://github.com/joshylchen/zettelkasten_space)** - Built on the proven [Zettelkasten](https://www.zettelkasten.space/) method, enhanced with Claude Desktop integration via Model Context Protocol +- Zine Logo **[Zine](https://www.zine.ai)** - Your memory, everywhere AI goes. Think iPhoto for your knowledge - upload and curate. Like ChatGPT but portable - context that travels with you. - ZIZAI Logo **[ZIZAI Recruitment](https://github.com/zaiwork/mcp)** - Interact with the next-generation intelligent recruitment platform for employees and employers, powered by [ZIZAI Recruitment](https://zizai.work). + ### 🌎 Community Servers A growing set of community-developed and maintained servers demonstrates various applications of MCP across different domains. @@ -463,12 +578,17 @@ A growing set of community-developed and maintained servers demonstrates various - **[A2A](https://github.com/GongRzhe/A2A-MCP-Server)** - An MCP server that bridges the Model Context Protocol (MCP) with the Agent-to-Agent (A2A) protocol, enabling MCP-compatible AI assistants (like Claude) to seamlessly interact with A2A agents. - **[Ableton Live](https://github.com/Simon-Kansara/ableton-live-mcp-server)** - an MCP server to control Ableton Live. - **[Ableton Live](https://github.com/ahujasid/ableton-mcp)** (by ahujasid) - Ableton integration allowing prompt enabled music creation. +- **[ActivityPub MCP](https://github.com/cameronrye/activitypub-mcp)** - A comprehensive MCP server that enables LLMs to explore and interact with the Fediverse through ActivityPub protocol, supporting actor discovery, timeline fetching, instance exploration, and WebFinger resolution across decentralized social networks. - **[Actor Critic Thinking](https://github.com/aquarius-wing/actor-critic-thinking-mcp)** - Actor-critic thinking for performance evaluation - **[Adobe Commerce](https://github.com/rafaelstz/adobe-commerce-dev-mcp)** — MCP to interact with Adobe Commerce GraphQL API, including orders, products, customers, etc. - **[ADR Analysis](https://github.com/tosin2013/mcp-adr-analysis-server)** - AI-powered Architectural Decision Records (ADR) analysis server that provides architectural insights, technology stack detection, security checks, and TDD workflow enhancement for software development projects. +- **[Ads MCP](https://github.com/amekala/ads-mcp)** - Remote MCP server for cross-platform ad campaign creation (Google Ads Search & PMax, TikTok). OAuth 2.1 authentication with progress streaming support for long-running operations. [Website](https://www.adspirer.com/) +- **[Agent Interviews](https://github.com/thinkchainai/agentinterviews_mcp)** - Conduct AI-powered qualitative research interviews and surveys at scale with [Agent Interviews](https://agentinterviews.com). - **[AgentBay](https://github.com/Michael98671/agentbay)** - An MCP server for providing serverless cloud infrastructure for AI agents. +- **[Agentic Framework](https://github.com/Piotr1215/mcp-agentic-framework)** - Multi-agent collaboration framework enabling AI agents to register, discover each other, exchange asynchronous messages via HTTP transport, and work together on complex tasks with persistent message history. - **[AgentMode](https://www.agentmode.app)** - Connect to dozens of databases, data warehouses, Github & more, from a single MCP server. Run the Docker image locally, in the cloud, or on-premise. - **[AI Agent Marketplace Index](https://github.com/AI-Agent-Hub/ai-agent-marketplace-index-mcp)** - MCP server to search more than 5000+ AI agents and tools of various categories from [AI Agent Marketplace Index](http://www.deepnlp.org/store/ai-agent) and monitor traffic of AI Agents. +- **[AI Endurance](https://github.com/ai-endurance/mcp)** - AI-powered training platform for runners, cyclists, and triathletes with over 20 tools for workout management, activity analysis, performance predictions, and recovery tracking. - **[AI Tasks](https://github.com/jbrinkman/valkey-ai-tasks)** - Let the AI manage complex plans with integrated task management and tracking tools. Supports STDIO, SSE and Streamable HTTP transports. - **[ai-Bible](https://github.com/AdbC99/ai-bible)** - Search the bible reliably and repeatably [ai-Bible Labs](https://ai-bible.com) - **[Airbnb](https://github.com/openbnb-org/mcp-server-airbnb)** - Provides tools to search Airbnb and get listing details. @@ -484,6 +604,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[AntV Chart](https://github.com/antvis/mcp-server-chart)** - A Model Context Protocol server for generating 15+ visual charts using [AntV](https://github.com/antvis). - **[Any Chat Completions](https://github.com/pyroprompts/any-chat-completions-mcp)** - Interact with any OpenAI SDK Compatible Chat Completions API like OpenAI, Perplexity, Groq, xAI and many more. - **[Apache Gravitino(incubating)](https://github.com/datastrato/mcp-server-gravitino)** - Allow LLMs to explore metadata of structured data and unstructured data with Gravitino, and perform data governance tasks including tagging/classification. +- **[API Lab MCP](https://github.com/atototo/api-lab-mcp)** - Transform Claude into your AI-powered API testing laboratory. Test, debug, and document APIs through natural conversation with authentication support, response validation, and performance metrics. - **[APIWeaver](https://github.com/GongRzhe/APIWeaver)** - An MCP server that dynamically creates MCP servers from web API configurations. This allows you to easily integrate any REST API, GraphQL endpoint, or web service into an MCP-compatible tool that can be used by AI assistants like Claude. - **[Apollo IO MCP Server](https://github.com/AgentX-ai/apollo-io-mcp-server)** - apollo.io mcp server. Get/enrich contact data for people and organizations agentically. - **[Apple Books](https://github.com/vgnshiyer/apple-books-mcp)** - Interact with your library on Apple Books, manage your book collection, summarize highlights, notes, and much more. @@ -493,21 +614,27 @@ A growing set of community-developed and maintained servers demonstrates various - **[APT MCP](https://github.com/GdMacmillan/apt-mcp-server)** - MCP server which runs debian package manager (apt) commands for you using ai agents. - **[Aranet4](https://github.com/diegobit/aranet4-mcp-server)** - MCP Server to manage your Aranet4 CO2 sensor. Fetch data and store in a local SQLite. Ask questions about historical data. - **[ArangoDB](https://github.com/ravenwits/mcp-server-arangodb)** - MCP Server that provides database interaction capabilities through [ArangoDB](https://arangodb.com/). +- **[ArangoDB Graph](https://github.com/PCfVW/mcp-arangodb-async)** - Async-first Python architecture, wrapping the official [python-arango driver](https://github.com/arangodb/python-arango) with graph management capabilities, content conversion utilities (JSON, Markdown, YAML and Table), backup/restore functionality, and graph analytics capabilities; the 33 MCP tools use strict [Pydantic](https://github.com/pydantic/pydantic) validation. +- **[Archestra.AI](https://github.com/archestra-ai/archestra)** - Open-source enterprise-ready MCP gateway, MCP registry, MCP orchestrator, MCP credentials management, LLM cost management and chat platform. - **[Arduino](https://github.com/vishalmysore/choturobo)** - MCP Server that enables AI-powered robotics using Claude AI and Arduino (ESP32) for real-world automation and interaction with robots. - **[arXiv API](https://github.com/prashalruchiranga/arxiv-mcp-server)** - An MCP server that enables interacting with the arXiv API using natural language. - **[arxiv-latex-mcp](https://github.com/takashiishida/arxiv-latex-mcp)** - MCP server that fetches and processes arXiv LaTeX sources for precise interpretation of mathematical expressions in papers. +- **[Arr Suite](https://github.com/shaktech786/arr-suite-mcp-server)** - Intelligent MCP server for Plex and the complete *arr media automation suite (Sonarr, Radarr, Prowlarr, Bazarr, Overseerr) with natural language processing for unified media management. - **[Atlassian](https://github.com/sooperset/mcp-atlassian)** - Interact with Atlassian Cloud products (Confluence and Jira) including searching/reading Confluence spaces/pages, accessing Jira issues, and project metadata. - **[Atlassian Server (by phuc-nt)](https://github.com/phuc-nt/mcp-atlassian-server)** - An MCP server that connects AI agents (Cline, Claude Desktop, Cursor, etc.) to Atlassian Jira & Confluence, enabling data queries and actions through the Model Context Protocol. - **[Attestable MCP](https://github.com/co-browser/attestable-mcp-server)** - An MCP server running inside a trusted execution environment (TEE) via Gramine, showcasing remote attestation using [RA-TLS](https://gramine.readthedocs.io/en/stable/attestation.html). This allows an MCP client to verify the server before connecting. - **[Audius](https://github.com/glassBead-tc/audius-mcp-atris)** - Audius + AI = Atris. Interact with fans, stream music, tip your favorite artists, and more on Audius: all through Claude. - **[AutoML](https://github.com/emircansoftware/MCP_Server_DataScience)** – An MCP server for data analysis workflows including reading, preprocessing, feature engineering, model selection, visualization, and hyperparameter tuning. +- **[Aviationstack](https://github.com/Pradumnasaraf/aviationstack-mcp)** – An MCP server using the AviationStack API to fetch real-time flight data including airline flights, airport schedules, future flights and aircraft types. - **[AWS](https://github.com/rishikavikondala/mcp-server-aws)** - Perform operations on your AWS resources using an LLM. - **[AWS Athena](https://github.com/lishenxydlgzs/aws-athena-mcp)** - An MCP server for AWS Athena to run SQL queries on Glue Catalog. - **[AWS Cognito](https://github.com/gitCarrot/mcp-server-aws-cognito)** - An MCP server that connects to AWS Cognito for authentication and user management. - **[AWS Cost Explorer](https://github.com/aarora79/aws-cost-explorer-mcp-server)** - Optimize your AWS spend (including Amazon Bedrock spend) with this MCP server by examining spend across regions, services, instance types and foundation models ([demo video](https://www.youtube.com/watch?v=WuVOmYLRFmI&feature=youtu.be)). +- **[AWS Open Data](https://github.com/domdomegg/aws-open-data-mcp)** - Search and explore datasets from the AWS Open Data Registry with fuzzy matching and detailed dataset information. - **[AWS Resources Operations](https://github.com/baryhuang/mcp-server-aws-resources-python)** - Run generated python code to securely query or modify any AWS resources supported by boto3. - **[AWS S3](https://github.com/aws-samples/sample-mcp-server-s3)** - A sample MCP server for AWS S3 that flexibly fetches objects from S3 such as PDF documents. - **[AWS SES](https://github.com/aws-samples/sample-for-amazon-ses-mcp)** Sample MCP Server for Amazon SES (SESv2). See [AWS blog post](https://aws.amazon.com/blogs/messaging - and-targeting/use-ai-agents-and-the-model-context-protocol-with-amazon-ses/) for more details. +- **[AX-Platform](https://github.com/AX-MCP/PaxAI?tab=readme-ov-file#mcp-setup-guides)** - AI Agent collaboration platform. Collaborate on tasks, share context, and coordinate workflows. - **[Azure ADX](https://github.com/pab1it0/adx-mcp-server)** - Query and analyze Azure Data Explorer databases. - **[Azure DevOps](https://github.com/Vortiago/mcp-azure-devops)** - An MCP server that provides a bridge to Azure DevOps services, enabling AI assistants to query and manage work items. - **[Azure MCP Hub](https://github.com/Azure-Samples/mcp)** - A curated list of all MCP servers and related resources for Azure developers by **[Arun Sekhar](https://github.com/achandmsft)** @@ -523,7 +650,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[BigQuery](https://github.com/ergut/mcp-bigquery-server)** (by ergut) - Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities - **[Bilibili](https://github.com/wangshunnn/bilibili-mcp-server)** - This MCP server provides tools to fetch Bilibili user profiles, video metadata, search videos, and more. - **[Binance](https://github.com/ethancod1ng/binance-mcp-server)** - Cryptocurrency trading and market data access through Binance API integration. -- **[Binance](https://github.com/AnalyticAce/BinanceMCPServer)** (by dosseh shalom) - Unofficial tools and server implementation for Binance's Model Context Protocol (MCP). Designed to support developers building crypto trading AI Agents. +- **[Binance](https://github.com/AnalyticAce/binance-mcp-server)** (by dosseh shalom) - Unofficial tools and server implementation for Binance's Model Context Protocol (MCP). Designed to support developers building crypto trading AI Agents. - **[Bing Web Search API](https://github.com/leehanchung/bing-search-mcp)** (by hanchunglee) - Server implementation for Microsoft Bing Web Search API. - **[BioMCP](https://github.com/genomoncology/biomcp)** (by imaurer) - Biomedical research assistant server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info. - **[bioRxiv](https://github.com/JackKuo666/bioRxiv-MCP-Server)** - 🔍 Enable AI assistants to search and access bioRxiv papers through a simple MCP interface. @@ -537,14 +664,15 @@ A growing set of community-developed and maintained servers demonstrates various - **[BNBChain MCP](https://github.com/bnb-chain/bnbchain-mcp)** - An MCP server for interacting with BSC, opBNB, and the Greenfield blockchain. - **[Braintree](https://github.com/QuentinCody/braintree-mcp-server)** - Unofficial PayPal Braintree payment gateway MCP Server for AI agents to process payments, manage customers, and handle transactions securely. - **[Brazilian Law](https://github.com/pdmtt/brlaw_mcp_server/)** (by pdmtt) - Agent-driven research on Brazilian law using official sources. -- **[BreakoutRoom](https://github.com/agree-able/room-mcp)** - Agents accomplishing goals together in p2p rooms +- **[BreakoutRoom](https://github.com/agree-able/room-mcp)** - Agents accomplishing goals together in p2p rooms - **[Browser MCP](https://github.com/bytedance/UI-TARS-desktop/tree/main/packages/agent-infra/mcp-servers/browser)** (by UI-TARS) - A fast, lightweight MCP server that empowers LLMs with browser automation via Puppeteer’s structured accessibility data, featuring optional vision mode for complex visual understanding and flexible, cross-platform configuration. - **[browser-use](https://github.com/co-browser/browser-use-mcp-server)** (by co-browser) - browser-use MCP server with dockerized playwright + chromium + vnc. supports stdio & resumable http. - **[BrowserLoop](https://github.com/mattiasw/browserloop)** - An MCP server for taking screenshots of web pages using Playwright. Supports high-quality capture with configurable formats, viewport sizes, cookie-based authentication, and both full page and element-specific screenshots. - **[Bsc-mcp](https://github.com/TermiX-official/bsc-mcp)** The first MCP server that serves as the bridge between AI and BNB Chain, enabling AI agents to execute complex on-chain operations through seamless integration with the BNB Chain, including transfer, swap, launch, security check on any token and even more. - **[BugBug MCP Server](https://github.com/simplypixi/bugbug-mcp-server)** - Unofficial MCP server for BugBug API. -- **[BVG MCP Server - (Unofficial) ](https://github.com/svkaizoku/mcp-bvg)** - Unofficial MCP server for Berliner Verkehrsbetriebe Api. +- **[BVG MCP Server - (Unofficial) ](https://github.com/svkaizoku/mcp-bvg)** - Unofficial MCP server for Berliner Verkehrsbetriebe Api. - **[Bybit](https://github.com/ethancod1ng/bybit-mcp-server)** - A Model Context Protocol (MCP) server for integrating AI assistants with Bybit cryptocurrency exchange APIs, enabling automated trading, market data access, and account management. +- **[C64 Bridge](https://github.com/chrisgleissner/c64bridge)** - AI command bridge for Commodore 64 hardware. Control Ultimate 64 and C64 Ultimate devices through REST API with BASIC and assembly program creation, real-time memory inspection, SID audio synthesis, and curated retro computing knowledge via local RAG. - **[CAD-MCP](https://github.com/daobataotie/CAD-MCP#)** (by daobataotie) - Drawing CAD(Line,Circle,Text,Annotation...) through MCP server, supporting mainstream CAD software. - **[Calculator](https://github.com/githejie/mcp-server-calculator)** - This server enables LLMs to use calculator for precise numerical calculations. - **[CalDAV MCP](https://github.com/dominik1001/caldav-mcp)** - A CalDAV MCP server to expose calendar operations as tools for AI assistants. @@ -555,11 +683,14 @@ A growing set of community-developed and maintained servers demonstrates various - **[ChatMCP](https://github.com/AI-QL/chat-mcp)** – An Open Source Cross-platform GUI Desktop application compatible with Linux, macOS, and Windows, enabling seamless interaction with MCP servers across dynamically selectable LLMs, by **[AIQL](https://github.com/AI-QL)** - **[ChatSum](https://github.com/mcpso/mcp-server-chatsum)** - Query and Summarize chat messages with LLM. by [mcpso](https://mcp.so) - **[Chess.com](https://github.com/pab1it0/chess-mcp)** - Access Chess.com player data, game records, and other public information through standardized MCP interfaces, allowing AI assistants to search and analyze chess information. +- **[Chessagine-mcp](https://github.com/jalpp/chessagine-mcp)** - A chess MCP server that integrates Stockfish engine evaluation, positional theme analysis, Lichess opening databases, and chess knowledgebase. - **[ChessPal Chess Engine (stockfish)](https://github.com/wilson-urdaneta/chesspal-mcp-engine)** - A Stockfish-powered chess engine exposed as an MCP server. Calculates best moves and supports both HTTP/SSE and stdio transports. - **[Chroma](https://github.com/privetin/chroma)** - Vector database server for semantic document search and metadata filtering, built on Chroma - **[Chrome history](https://github.com/vincent-pli/chrome-history-mcp)** - Talk with AI about your browser history, get fun ^_^ +- **[cicada](https://github.com/wende/cicada)** - AST-powered code intelligence for Elixir projects. Provides 9 tools including function search, call site tracking, PR attribution, git history, and semantic search - reducing AI query tokens by 82%. - **[CIViC](https://github.com/QuentinCody/civic-mcp-server)** - MCP server for the Clinical Interpretation of Variants in Cancer (CIViC) database, providing access to clinical variant interpretations and genomic evidence for cancer research. - **[Claude Thread Continuity](https://github.com/peless/claude-thread-continuity)** - Persistent memory system enabling Claude Desktop conversations to resume with full context across sessions. Maintains conversation history, project states, and user preferences for seamless multi-session workflows. +- **[claude-faf-mcp](https://github.com/Wolfe-Jam/claude-faf-mcp)** - MCP server for .faf format. Context scoring engine with project context management. - **[ClaudePost](https://github.com/ZilongXue/claude-post)** - ClaudePost enables seamless email management for Gmail, offering secure features like email search, reading, and sending. - **[CLDGeminiPDF Analyzer](https://github.com/tfll37/CLDGeminiPDF-Analyzer)** - MCP server tool enabling sharing large PDF files to Google LLMs via API for further/additional analysis and response retrieval to Claude Desktop. - **[ClearML MCP](https://github.com/prassanna-ravishankar/clearml-mcp)** - Get comprehensive ML experiment context and analysis directly from [ClearML](https://clear.ml) in your AI conversations. @@ -567,6 +698,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Cloudinary](https://github.com/felores/cloudinary-mcp-server)** - Cloudinary Model Context Protocol Server to upload media to Cloudinary and get back the media link and details. - **[CockroachDB](https://github.com/amineelkouhen/mcp-cockroachdb)** - MCP server enabling AI agents and LLMs to manage, monitor, and query **[CockroachDB](https://www.cockroachlabs.com/)** using natural language. - **[CockroachDB MCP Server](https://github.com/viragtripathi/cockroachdb-mcp-server)** – Full - featured MCP implementation built with FastAPI and CockroachDB. Supports schema bootstrapping, JSONB storage, LLM-ready CLI, and optional `/debug` endpoints. +- **[Code Screenshot Generator](https://github.com/MoussaabBadla/code-screenshot-mcp)** - Generate beautiful syntax-highlighted code screenshots with professional themes directly from Claude. Supports file reading, line selection, git diff visualization, and batch processing. - **[code-assistant](https://github.com/stippi/code-assistant)** - A coding assistant MCP server that allows to explore a code-base and make changes to code. Should be used with trusted repos only (insufficient protection against prompt injections). - **[code-context-provider-mcp](https://github.com/AB498/code-context-provider-mcp)** - MCP server that provides code context and analysis for AI assistants. Extracts directory structure and code symbols using WebAssembly Tree-sitter parsers without Native Dependencies. - **[code-executor](https://github.com/bazinga012/mcp_code_executor)** - An MCP server that allows LLMs to execute Python code within a specified Conda environment. @@ -575,18 +707,21 @@ A growing set of community-developed and maintained servers demonstrates various - **[coin_api_mcp](https://github.com/longmans/coin_api_mcp)** - Provides access to [coinmarketcap](https://coinmarketcap.com/) cryptocurrency data. - **[CoinMarketCap](https://github.com/shinzo-labs/coinmarketcap-mcp)** - Implements the complete [CoinMarketCap](https://coinmarketcap.com/) API for accessing cryptocurrency market data, exchange information, and other blockchain-related metrics. - **[commands](https://github.com/g0t4/mcp-server-commands)** - Run commands and scripts. Just like in a terminal. +- **[Companies House MCP](https://github.com/stefanoamorelli/companies-house-mcp)** (by Stefano Amorelli) - MCP server to connect with the UK Companies House API. - **[computer-control-mcp](https://github.com/AB498/computer-control-mcp)** - MCP server that provides computer control capabilities, like mouse, keyboard, OCR, etc. using PyAutoGUI, RapidOCR, ONNXRuntime Without External Dependencies. - **[Computer-Use - Remote MacOS Use](https://github.com/baryhuang/mcp-remote-macos-use)** - Open-source out-of-the-box alternative to OpenAI Operator, providing a full desktop experience and optimized for using remote macOS machines as autonomous AI agents. +- **[computer-use-mcp](https://github.com/domdomegg/computer-use-mcp)** - Control your computer with screen capture, mouse, and keyboard capabilities for automated desktop interaction and task execution. - **[Congress.gov API](https://github.com/AshwinSundar/congress_gov_mcp)** - An MCP server to interact with real-time data from the Congress.gov API, which is the official API for the United States Congress. +- **[Console Automation](https://github.com/ooples/mcp-console-automation)** - Production-ready MCP server for AI-driven console automation and monitoring. 40 tools for session management, SSH, testing, monitoring, and background jobs. Like Playwright for terminal applications. - **[consul-mcp](https://github.com/kocierik/consul-mcp-server)** - A consul MCP server for service management, health check and Key-Value Store - **[consult7](https://github.com/szeider/consult7)** - Analyze large codebases and document collections using high-context models via OpenRouter, OpenAI, or Google AI -- very useful, e.g., with Claude Code - **[Contentful-mcp](https://github.com/ivo-toby/contentful-mcp)** - Read, update, delete, publish content in your [Contentful](https://contentful.com) space(s) from this MCP Server. - **[Context Crystallizer](https://github.com/hubertciebiada/context-crystallizer)** - AI Context Engineering tool that transforms large repositories into crystallized, AI-consumable knowledge through systematic analysis and optimization. -- **[MCP Context Provider](https://github.com/doobidoo/MCP-Context-Provider)** - Static server that provides AI models with persistent tool-specific context and rules, preventing context loss between chat sessions and enabling consistent behavior across interactions. +- **[Context Processor](https://github.com/mschultheiss83/context-processor)** - Intelligent context management with configurable pre-processing strategies (clarify, analyze, search, fetch) for enhancing content clarity, searchability, and metadata extraction. - **[context-portal](https://github.com/GreatScottyMac/context-portal)** - Context Portal (ConPort) is a memory bank database system that effectively builds a project-specific knowledge graph, capturing entities like decisions, progress, and architecture, along with their relationships. This serves as a powerful backend for Retrieval Augmented Generation (RAG), enabling AI assistants to access precise, up-to-date project information. - **[cplusplus-mcp](https://github.com/kandrwmrtn/cplusplus_mcp)** - Semantic C++ code analysis using libclang. Enables Claude to understand C++ codebases through AST parsing rather than text search - find classes, navigate inheritance, trace function calls, and explore code relationships. -- **[CreateveAI Nexus](https://github.com/spgoodman/createveai-nexus-server)** - Open-Source Bridge Between AI Agents and Enterprise Systems, with simple custom API plug-in capabilities (including close compatibility with ComfyUI nodes), support for Copilot Studio's MCP agent integations, and support for Azure deployment in secure environments with secrets stored in Azure Key Vault, as well as straightforward on-premises deployment. - **[CRASH](https://github.com/nikkoxgonzales/crash-mcp)** - MCP server for structured, iterative reasoning and thinking with flexible validation, confidence tracking, revision mechanisms, and branching support. +- **[CreateveAI Nexus](https://github.com/spgoodman/createveai-nexus-server)** - Open-Source Bridge Between AI Agents and Enterprise Systems, with simple custom API plug-in capabilities (including close compatibility with ComfyUI nodes), support for Copilot Studio's MCP agent integations, and support for Azure deployment in secure environments with secrets stored in Azure Key Vault, as well as straightforward on-premises deployment. - **[Creatify](https://github.com/TSavo/creatify-mcp)** - MCP Server that exposes Creatify AI API capabilities for AI video generation, including avatar videos, URL-to-video conversion, text-to-speech, and AI-powered editing tools. - **[Cronlytic](https://github.com/Cronlytic/cronlytic-mcp-server)** - Create CRUD operations for serverless cron jobs through [Cronlytic](https://cronlytic.com) MCP Server - **[crypto-feargreed-mcp](https://github.com/kukapay/crypto-feargreed-mcp)** - Providing real-time and historical Crypto Fear & Greed Index data. @@ -594,20 +729,23 @@ A growing set of community-developed and maintained servers demonstrates various - **[crypto-sentiment-mcp](https://github.com/kukapay/crypto-sentiment-mcp)** - An MCP server that delivers cryptocurrency sentiment analysis to AI agents. - **[cryptopanic-mcp-server](https://github.com/kukapay/cryptopanic-mcp-server)** - Providing latest cryptocurrency news to AI agents, powered by CryptoPanic. - **[CSV Editor](https://github.com/santoshray02/csv-editor)** - Comprehensive CSV processing with 40+ operations for data manipulation, analysis, and validation. Features auto-save, undo/redo, and handles GB+ files. Built with FastMCP & Pandas. +- **[Current Time UTC MCP Server](https://github.com/jairampatel/currenttimeutc-mcp)** - A lightweight MCP server that provides accurate UTC time and timezone conversions in real-time. - **[Cursor MCP Installer](https://github.com/matthewdcage/cursor-mcp-installer)** - A tool to easily install and configure other MCP servers within Cursor IDE, with support for npm packages, local directories, and Git repositories. +- **[CV Forge](https://github.com/thechandanbhagat/cv-forge)** - An intelligent MCP (Model Context Protocol) server that analyzes job postings and crafts perfectly-matched CVs (by [Chandan Bhagat](https://me.chandanbhagat.com.np)). - **[CVE Intelligence Server](https://github.com/gnlds/mcp-cve-intelligence-server-lite)** – Provides vulnerability intelligence via multi - source CVE data, essential exploit discovery, and EPSS risk scoring through the MCP. Useful for security research, automation, and agent workflows. +- **[D365FO](https://github.com/mafzaal/d365fo-client)** - A comprehensive MCP server for Microsoft Dynamics 365 Finance & Operations (D365 F&O) that provides easy access to OData endpoints, metadata operations, label management, and AI assistant integration. - **[Dagster](https://github.com/dagster-io/dagster/tree/master/python_modules/libraries/dagster-dg-cli)** - An MCP server to easily build data pipelines using [Dagster](https://dagster.io/). - **[Dappier](https://github.com/DappierAI/dappier-mcp)** - Connect LLMs to real-time, rights-cleared, proprietary data from trusted sources. Access specialized models for Real-Time Web Search, News, Sports, Financial Data, Crypto, and premium publisher content. Explore data models at [marketplace.dappier.com](https://marketplace.dappier.com/marketplace). - **[Data Exploration](https://github.com/reading-plus-ai/mcp-server-data-exploration)** - MCP server for autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort. NOTE: Will execute arbitrary Python code on your machine, please use with caution! +- **[Data4library](https://github.com/isnow890/data4library-mcp)** (by isnow890) - MCP server for Korea's Library Information Naru API, providing comprehensive access to public library data, book searches, loan status, reading statistics, and GPS-based nearby library discovery across South Korea. - **[Databricks](https://github.com/JordiNeil/mcp-databricks-server)** - Allows LLMs to run SQL queries, list and get details of jobs executions in a Databricks account. - **[Databricks Genie](https://github.com/yashshingvi/databricks-genie-MCP)** - A server that connects to the Databricks Genie, allowing LLMs to ask natural language questions, run SQL queries, and interact with Databricks conversational agents. - **[Databricks Smart SQL](https://github.com/RafaelCartenet/mcp-databricks-server)** - Leveraging Databricks Unity Catalog metadata, perform smart efficient SQL queries to solve Ad-hoc queries and explore data. - **[DataCite](https://github.com/QuentinCody/datacite-mcp-server)** - Unofficial MCP server for DataCite, providing access to research data and publication metadata through DataCite's REST API and GraphQL interface for scholarly research discovery. - **[Datadog](https://github.com/GeLi2001/datadog-mcp-server)** - Datadog MCP Server for application tracing, monitoring, dashboard, incidents queries built on official datadog api. - **[Dataset Viewer](https://github.com/privetin/dataset-viewer)** - Browse and analyze Hugging Face datasets with features like search, filtering, statistics, and data export +- **[Dataverse DevTools MCP Server](https://github.com/vignaesh01/DataverseDevToolsMcpServer)** - An MCP server exposing ready-to-use Dataverse/Dynamics 365 tools for user and security administration, data operations, Web API executions, metadata exploration, and troubleshooting. - **[DataWorks](https://github.com/aliyun/alibabacloud-dataworks-mcp-server)** - A Model Context Protocol (MCP) server that provides tools for AI, allowing it to interact with the [DataWorks](https://www.alibabacloud.com/help/en/dataworks/) Open API through a standardized interface. This implementation is based on the Alibaba Cloud Open API and enables AI agents to perform cloud resources operations seamlessly. -- **[Data4library](https://github.com/isnow890/data4library-mcp)** (by isnow890) - MCP server for Korea's Library Information Naru API, providing comprehensive access to public library data, book searches, loan status, reading statistics, and GPS-based nearby library discovery across South Korea. - - **[DaVinci Resolve](https://github.com/samuelgursky/davinci-resolve-mcp)** - MCP server integration for DaVinci Resolve providing powerful tools for video editing, color grading, media management, and project control. - **[DBHub](https://github.com/bytebase/dbhub/)** - Universal database MCP server connecting to MySQL, MariaDB, PostgreSQL, and SQL Server. - **[Deebo](https://github.com/snagasuri/deebo-prototype)** – Agentic debugging MCP server that helps AI coding agents delegate and fix hard bugs through isolated multi-agent hypothesis testing. @@ -615,8 +753,10 @@ A growing set of community-developed and maintained servers demonstrates various - **[DeepSeek MCP Server](https://github.com/DMontgomery40/deepseek-mcp-server)** - Model Context Protocol server integrating DeepSeek's advanced language models, in addition to [other useful API endpoints](https://github.com/DMontgomery40/deepseek-mcp-server?tab=readme-ov-file#features) - **[deepseek-thinker-mcp](https://github.com/ruixingshi/deepseek-thinker-mcp)** - A MCP (Model Context Protocol) provider Deepseek reasoning content to MCP-enabled AI Clients, like Claude Desktop. Supports access to Deepseek's thought processes from the Deepseek API service or from a local Ollama server. - **[Deepseek_R1](https://github.com/66julienmartin/MCP-server-Deepseek_R1)** - A Model Context Protocol (MCP) server implementation connecting Claude Desktop with DeepSeek's language models (R1/V3) -- **[Depyler](https://github.com/paiml/depyler/blob/main/docs/mcp-integration.md)** - Energy-efficient Python-to-Rust transpiler with progressive verification, enabling AI assistants to convert Python code to safe, performant Rust while reducing energy consumption by 75-85%. +- **[DeFi Rates](https://github.com/qingfeng/defi-rates-mcp)** - Query real-time DeFi lending rates across 13+ protocols (Aave, Morpho, Compound, Venus, Solend, Drift, Jupiter, etc.). Compare rates, search best opportunities, and calculate looping strategies across Ethereum, Arbitrum, Base, BSC, Solana, and HyperEVM. +- **[Defuddle Fetch](https://github.com/domdomegg/defuddle-fetch-mcp-server)** - Fetch web content with enhanced extraction using Defuddle, converting pages to clean markdown with better results than standard HTML-to-markdown converters. - **[deploy-mcp](https://github.com/alexpota/deploy-mcp)** - Universal deployment tracker for AI assistants with live status badges and deployment monitoring. +- **[Depyler](https://github.com/paiml/depyler/blob/main/docs/mcp-integration.md)** - Energy-efficient Python-to-Rust transpiler with progressive verification, enabling AI assistants to convert Python code to safe, performant Rust while reducing energy consumption by 75-85%. - **[Descope](https://github.com/descope-sample-apps/descope-mcp-server)** - An MCP server to integrate with [Descope](https://descope.com) to search audit logs, manage users, and more. - **[DesktopCommander](https://github.com/wonderwhy-er/DesktopCommanderMCP)** - Let AI edit and manage files on your computer, run terminal commands, and connect to remote servers via SSH - all powered by one of the most popular local MCP servers. - **[Devcontainer](https://github.com/AI-QL/mcp-devcontainers)** - An MCP server for devcontainer to generate and configure development containers directly from devcontainer configuration files. @@ -624,19 +764,23 @@ A growing set of community-developed and maintained servers demonstrates various - **[DevOps AI Toolkit](https://github.com/vfarcic/dot-ai)** - AI-powered development productivity platform that enhances software development workflows through intelligent automation and AI-driven assistance. - **[DevOps-MCP](https://github.com/wangkanai/devops-mcp)** - Dynamic Azure DevOps MCP server with directory-based authentication switching, supporting work items, repositories, builds, pipelines, and multi-project management with local configuration files. - **[DGIdb](https://github.com/QuentinCody/dgidb-mcp-server)** - MCP server for the Drug Gene Interaction Database (DGIdb), providing access to drug-gene interaction data, druggable genome information, and pharmacogenomics research. -- **[Dicom](https://github.com/ChristianHinge/dicom-mcp)** - An MCP server to query and retrieve medical images and for parsing and reading dicom-encapsulated documents (pdf etc.). +- **[Dicom](https://github.com/ChristianHinge/dicom-mcp)** - An MCP server to query and retrieve medical images and for parsing and reading dicom-encapsulated documents (pdf etc.). - **[Dify](https://github.com/YanxingLiu/dify-mcp-server)** - A simple implementation of an MCP server for dify workflows. - **[Discogs](https://github.com/cswkim/discogs-mcp-server)** - An MCP server that connects to the Discogs API for interacting with your music collection. - **[Discord](https://github.com/v-3/discordmcp)** - An MCP server to connect to Discord guilds through a bot and read and write messages in channels - **[Discord](https://github.com/SaseQ/discord-mcp)** - An MCP server, which connects to Discord through a bot, and provides comprehensive integration with Discord. - **[Discord](https://github.com/Klavis-AI/klavis/tree/main/mcp_servers/discord)** - For Discord API integration by Klavis AI - **[Discourse](https://github.com/AshDevFr/discourse-mcp-server)** - An MCP server to search Discourse posts on a Discourse forum. +- **[Dispatch Agent](https://github.com/abhinav-mangla/dispatch-agent)** - An intelligent MCP server that provides specialized filesystem operations through ReAct sub-agents. +- **[DocBase](https://help.docbase.io/posts/3925317)** - Official MCP server for DocBase API integration, enabling post management, user collaboration, group administration, and more. - **[Docker](https://github.com/ckreiling/mcp-server-docker)** - Integrate with Docker to manage containers, images, volumes, and networks. - **[Docker](https://github.com/0xshariq/docker-mcp-server)** - Docker MCP Server provides advanced, unified Docker management via CLI and MCP workflows, supporting containers, images, volumes, networks, and orchestration. - **[Docs](https://github.com/da1z/docsmcp)** - Enable documentation access for the AI agent, supporting llms.txt and other remote or local files. +- **[documcp](https://github.com/tosin2013/documcp)** - An MCP server for intelligent document processing and management, supporting multiple formats and document operations. - **[Docy](https://github.com/oborchers/mcp-server-docy)** - Docy gives your AI direct access to the technical documentation it needs, right when it needs it. No more outdated information, broken links, or rate limits - just accurate, real-time documentation access for more precise coding assistance. - **[Dodo Payments](https://github.com/dodopayments/dodopayments-node/tree/main/packages/mcp-server)** - Enables AI agents to securely perform payment operations via a lightweight, serverless-compatible interface to the [Dodo Payments](https://dodopayments.com) API. - **[Domain Tools](https://github.com/deshabhishek007/domain-tools-mcp-server)** - A Model Context Protocol (MCP) server for comprehensive domain analysis: WHOIS, DNS records, and DNS health checks. +- **[Downdetector](https://github.com/domdomegg/downdetector-mcp)** - Check service status and outage information from Downdetector for real-time monitoring of service availability across various platforms and regions. - **[DPLP](https://github.com/szeider/mcp-dblp)** - Searches the [DBLP](https://dblp.org) computer science bibliography database. - **[Druid MCP Server](https://github.com/iunera/druid-mcp-server)** - STDIO/SEE MCP Server for Apache Druid by [iunera](https://www.iunera.com) that provides extensive tools, resources, and prompts for managing and analyzing Druid clusters. - **[Drupal](https://github.com/Omedia/mcp-server-drupal)** - Server for interacting with [Drupal](https://www.drupal.org/project/mcp) using STDIO transport layer. @@ -663,40 +807,47 @@ A growing set of community-developed and maintained servers demonstrates various - **[Excel to JSON MCP by WTSolutions](https://github.com/he-yang/excel-to-json-mcp)** - MCP Server providing a standardized interface for converting (1) Excel or CSV data into JSON format ;(2) Excel(.xlsx) file into Structured JSON. - **[Extended Memory](https://github.com/ssmirnovpro/extended-memory-mcp)** - Persistent memory across Claude conversations with multi-project support, automatic importance scoring, and tag-based organization. Production-ready with 400+ tests. - **[F1](https://github.com/AbhiJ2706/f1-mcp/tree/main)** - Access to Formula 1 data including race results, driver information, lap times, telemetry, and circuit details. +- **[Fabi](https://docs.fabi.ai/advanced_features_and_dev_tools/mcp_server)** - MCP server that exposes [Fabi](https://app.fabi.ai/) analyst agent to turn natural-language prompts into insights: navigating connected data, generating safe SQL/Python, running queries, and saving results into dashboards. - **[Fabric MCP](https://github.com/aci-labs/ms-fabric-mcp)** - Microsoft Fabric MCP server to accelerate working in your Fabric Tenant with the help of your favorite LLM models. - **[Fabric Real-Time Intelligence MCP](https://github.com/Microsoft/fabric-rti-mcp)** - Official Microsoft Fabric RTI server to accelerate working with Eventhouse, Azure Data Explorer(Kusto), Eventstreams and other RTI items using your favorite LLM models. - **[fabric-mcp-server](https://github.com/adapoet/fabric-mcp-server)** - The fabric-mcp-server is an MCP server that integrates [Fabric](https://github.com/danielmiessler/fabric) patterns with [Cline](https://cline.bot/), exposing them as tools for AI-driven task execution and enhancing Cline's capabilities. - **[Facebook Ads](https://github.com/gomarble-ai/facebook-ads-mcp-server)** - MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and management features. - **[Facebook Ads 10xeR](https://github.com/fortytwode/10xer)** - Advanced Facebook Ads MCP server with enhanced creative insights, multi-dimensional breakdowns, and comprehensive ad performance analytics. - **[Facebook Ads Library](https://github.com/trypeggy/facebook-ads-library-mcp)** - Get any answer from the Facebook Ads Library, conduct deep research including messaging, creative testing and comparisons in seconds. +- **[Fal MCP Server](https://github.com/raveenb/fal-mcp-server)** - Generate AI images, videos, and music using Fal.ai models (FLUX, Stable Diffusion, MusicGen) directly in Claude - **[Fantasy PL](https://github.com/rishijatia/fantasy-pl-mcp)** - Give your coding agent direct access to up-to date Fantasy Premier League data +- **[Fast Filesystem](https://github.com/efforthye/fast-filesystem-mcp)** - Advanced filesystem operations with large file handling capabilities and Claude-optimized features. Provides fast file reading/writing, sequential reading for large files, directory operations, file search, and streaming writes with backup & recovery. - **[Fastmail MCP](https://github.com/MadLlama25/fastmail-mcp)** - Access Fastmail via JMAP: list/search emails, send and move mail, handle attachments/threads, plus contacts and calendar tools. - **[fastn.ai – Unified API MCP Server](https://github.com/fastnai/mcp-fastn)** - A remote, dynamic MCP server with a unified API that connects to 1,000+ tools, actions, and workflows, featuring built-in authentication and monitoring. - **[FDIC BankFind MCP Server - (Unofficial)](https://github.com/clafollett/fdic-bank-find-mcp-server)** - The is a MCPserver that brings the power of FDIC BankFind APIs straight to your AI tools and workflows. Structured U.S. banking data, delivered with maximum vibes. 😎📊 - **[Federal Reserve Economic Data (FRED)](https://github.com/stefanoamorelli/fred-mcp-server)** (by Stefano Amorelli) - Community developed MCP server to interact with the Federal Reserve Economic Data. - **[Fetch](https://github.com/zcaceres/fetch-mcp)** - A server that flexibly fetches HTML, JSON, Markdown, or plaintext. - **[Feyod](https://github.com/jeroenvdmeer/feyod-mcp)** - A server that answers questions about football matches, and specialised in the football club Feyenoord. -- **[Fast Filesystem](https://github.com/efforthye/fast-filesystem-mcp)** - Advanced filesystem operations with large file handling capabilities and Claude-optimized features. Provides fast file reading/writing, sequential reading for large files, directory operations, file search, and streaming writes with backup & recovery. - **[FHIR](https://github.com/wso2/fhir-mcp-server)** - A Model Context Protocol server that provides seamless, standardized access to Fast Healthcare Interoperability Resources (FHIR) data from any compatible FHIR server. Designed for easy integration with AI tools, developer workflows, and healthcare applications, it enables natural language and programmatic search, retrieval, and analysis of clinical data. - **[Fibaro HC3](https://github.com/coding-sailor/mcp-server-hc3)** - MCP server for Fibaro Home Center 3 smart home systems. - **[Figma](https://github.com/GLips/Figma-Context-MCP)** - Give your coding agent direct access to Figma file data, helping it one-shot design implementation. - **[Figma](https://github.com/paulvandermeijs/figma-mcp)** - A blazingly fast MCP server to read and export your Figma design files. +- **[Figma to Flutter](https://github.com/mhmzdev/figma-flutter-mcp)** - Write down clean and better Flutter code from Figma design tokens and enrich nodes data in Flutter terminology. - **[Files](https://github.com/flesler/mcp-files)** - Enables agents to quickly find and edit code in a codebase with surgical precision. Find symbols, edit them everywhere. - **[FileSystem Server](https://github.com/Oncorporation/filesystem_server)** - Local MCP server for Visual Studio 2022 that provides code-workspace functionality by giving AI agents selective access to project folders and files - **[finmap.org](https://github.com/finmap-org/mcp-server)** MCP server provides comprehensive historical data from the US, UK, Russian and Turkish stock exchanges. Access sectors, tickers, company profiles, market cap, volume, value, and trade counts, as well as treemap and histogram visualizations. - **[Firebase](https://github.com/gannonh/firebase-mcp)** - Server to interact with Firebase services including Firebase Authentication, Firestore, and Firebase Storage. -- **[FireCrawl](https://github.com/vrknetha/mcp-server-firecrawl)** - Advanced web scraping with JavaScript rendering, PDF support, and smart rate limiting - **[Fish Audio](https://github.com/da-okazaki/mcp-fish-audio-server)** - Text-to-Speech integration with Fish Audio's API, supporting multiple voices, streaming, and real-time playback - **[FitBit MCP Server](https://github.com/NitayRabi/fitbit-mcp)** - An MCP server that connects to FitBit API using a token obtained from OAuth flow. +- **[Fleet](https://github.com/SimplyMinimal/fleet-mcp)** - Full Fleet integration for device management, security monitoring, and compliance enforcement. Supports host management, live query execution, policy management, software inventory, vulnerability tracking, and MDM operations. Supports Read-Only and Read-Write modes. - **[FlightRadar24](https://github.com/sunsetcoder/flightradar24-mcp-server)** - A Claude Desktop MCP server that helps you track flights in real-time using Flightradar24 data. - **[Fluent-MCP](https://github.com/modesty/fluent-mcp)** - MCP server for Fluent (ServiceNow SDK) providing access to ServiceNow SDK CLI, API specifications, code snippets, and more. - **[Flyworks Avatar](https://github.com/Flyworks-AI/flyworks-mcp)** - Fast and free zeroshot lipsync MCP server. - **[fmp-mcp-server](https://github.com/vipbat/fmp-mcp-server)** - Enable your agent for M&A analysis and investment banking workflows. Access company profiles, financial statements, ratios, and perform sector analysis with the [Financial Modeling Prep APIs] - **[FoundationModels](https://github.com/phimage/mcp-foundation-models)** - An MCP server that integrates Apple's [FoundationModels](https://developer.apple.com/documentation/foundationmodels) for text generation. - **[Foursquare](https://github.com/foursquare/foursquare-places-mcp)** - Enable your agent to recommend places around the world with the [Foursquare Places API](https://location.foursquare.com/products/places-api/) +- **[FPE Demo MCP](https://github.com/Horizon-Digital-Engineering/fpe-demo-mcp)** - FF3 Format Preserving Encryption with authentication patterns for secure data protection in LLM workflows. - **[FrankfurterMCP](https://github.com/anirbanbasu/frankfurtermcp)** - MCP server acting as an interface to the [Frankfurter API](https://frankfurter.dev/) for currency exchange data. - **[freqtrade-mcp](https://github.com/kukapay/freqtrade-mcp)** - An MCP server that integrates with the Freqtrade cryptocurrency trading bot. +- **[GDAL](https://github.com/Wayfinder-Foundry/gdal-mcp)** - GDAL-style geospatial workflows with built-in reasoning guidance and reference resources to give AI agents catalogue discovery, metadata intelligence, and raster/vector processing. - **[GDB](https://github.com/pansila/mcp_server_gdb)** - A GDB/MI protocol server based on the MCP protocol, providing remote application debugging capabilities with AI assistants. +- **[Gemini Bridge](https://github.com/eLyiN/gemini-bridge)** - Lightweight MCP server that enables Claude to interact with Google's Gemini AI through the official CLI, offering zero API costs and stateless architecture. +- **[Geolocation](https://github.com/jackyang25/geolocation-mcp-server)** - WalkScore API integration for walkability, transit, and bike scores. - **[ggRMCP](https://github.com/aalobaidi/ggRMCP)** - A Go gateway that converts gRPC services into MCP-compatible tools, allowing AI models like Claude to directly call your gRPC services. - **[Ghost](https://github.com/MFYDev/ghost-mcp)** - A Model Context Protocol (MCP) server for interacting with Ghost CMS through LLM interfaces like Claude. - **[Git](https://github.com/geropl/git-mcp-go)** - Allows LLM to interact with a local git repository, incl. optional push support. @@ -721,6 +872,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Goodnews](https://github.com/VectorInstitute/mcp-goodnews)** - A simple MCP server that delivers curated positive and uplifting news stories. - **[Google Ads](https://github.com/gomarble-ai/google-ads-mcp-server)** - MCP server acting as an interface to the Google Ads, enabling programmatic access to Facebook Ads data and management features. - **[Google Analytics](https://github.com/surendranb/google-analytics-mcp)** - Google Analytics MCP Server to bring data across 200+ dimensions & metrics for LLMs to analyse. +- **[Google Analytics 4](https://github.com/gomakers-ai/mcp-google-analytics)** - MCP server for Google Analytics Data API and Measurement Protocol to read reports and send events. - **[Google Calendar](https://github.com/v-3/google-calendar)** - Integration with Google Calendar to check schedules, find time, and add/delete events - **[Google Calendar](https://github.com/nspady/google-calendar-mcp)** - Google Calendar MCP Server for managing Google calendar events. Also supports searching for events by attributes like title and location. - **[Google Custom Search](https://github.com/adenot/mcp-google-search)** - Provides Google Search results via the Google Custom Search API @@ -732,10 +884,13 @@ A growing set of community-developed and maintained servers demonstrates various - **[Google Workspace](https://github.com/taylorwilsdon/google_workspace_mcp)** - Comprehensive Google Workspace MCP with full support for Calendar, Drive, Gmail, and Docs using Streamable HTTP or SSE transport. - **[Google-Scholar](https://github.com/JackKuo666/Google-Scholar-MCP-Server)** - Enable AI assistants to search and access Google Scholar papers through a simple MCP interface. - **[Google-Scholar](https://github.com/mochow13/google-scholar-mcp)** - An MCP server for Google Scholar written in TypeScript with Streamable HTTP transport, along with a `client` implementations that integrates with the server and interacts with `gemini-2.5-flash`. -- **[gx-mcp-server](https://github.com/davidf9999/gx-mcp-server)** - Expose Great Expectations data validation and quality checks as MCP tools for AI agents. +- **[Gopher MCP](https://github.com/cameronrye/gopher-mcp)** - Modern, cross-platform MCP server that enables AI assistants to browse and interact with both Gopher protocol and Gemini protocol resources safely and efficiently. - **[Gralio SaaS Database](https://github.com/tymonTe/gralio-mcp)** - Find and compare SaaS products, including data from G2 reviews, Trustpilot, Crunchbase, Linkedin, pricing, features and more, using [Gralio MCP](https://gralio.ai/mcp) server - **[GraphQL](https://github.com/drestrepom/mcp_graphql)** - Comprehensive GraphQL API integration that automatically exposes each GraphQL query as a separate tool. - **[GraphQL Schema](https://github.com/hannesj/mcp-graphql-schema)** - Allow LLMs to explore large GraphQL schemas without bloating the context. +- **[Graylog](https://github.com/Pranavj17/mcp-server-graylog)** - Search Graylog logs by absolute/relative timestamps, filter by streams, and debug production issues directly from Claude Desktop. +- **[Grok-MCP](https://github.com/merterbak/Grok-MCP)** - MCP server for xAI’s API featuring the latest Grok models, image analysis & generation, and web search. +- **[gx-mcp-server](https://github.com/davidf9999/gx-mcp-server)** - Expose Great Expectations data validation and quality checks as MCP tools for AI agents. - **[HackMD](https://github.com/yuna0x0/hackmd-mcp)** (by yuna0x0) - An MCP server for HackMD, a collaborative markdown editor. It allows users to create, read, and update documents in HackMD using the Model Context Protocol. - **[HAProxy](https://github.com/tuannvm/haproxy-mcp-server)** - A Model Context Protocol (MCP) server for HAProxy implemented in Go, leveraging HAProxy Runtime API. - **[Hashing MCP Server](https://github.com/kanad13/MCP-Server-for-Hashing)** - MCP Server with cryptographic hashing functions e.g. SHA256, MD5, etc. @@ -743,9 +898,12 @@ A growing set of community-developed and maintained servers demonstrates various - **[HeatPump](https://github.com/jiweiqi/heatpump-mcp-server)** — Residential heat - pump sizing & cost-estimation tools by **HeatPumpHQ**. - **[Helm Chart CLI](https://github.com/jeff-nasseri/helm-chart-cli-mcp)** - Helm MCP provides a bridge between AI assistants and the Helm package manager for Kubernetes. It allows AI assistants to interact with Helm through natural language requests, executing commands like installing charts, managing repositories, and more. - **[Heurist Mesh Agent](https://github.com/heurist-network/heurist-mesh-mcp-server)** - Access specialized web3 AI agents for blockchain analysis, smart contract security, token metrics, and blockchain interactions through the [Heurist Mesh network](https://github.com/heurist-network/heurist-agent-framework/tree/main/mesh). +- **[HLedger MCP](https://github.com/iiAtlas/hledger-mcp)** - Double entry plain text accounting, right in your LLM! This MCP enables comprehensive read, and (optional) write access to your local [HLedger](https://hledger.org/) accounting journals. - **[Holaspirit](https://github.com/syucream/holaspirit-mcp-server)** - Interact with [Holaspirit](https://www.holaspirit.com/). - **[Home Assistant](https://github.com/tevonsb/homeassistant-mcp)** - Interact with [Home Assistant](https://www.home-assistant.io/) including viewing and controlling lights, switches, sensors, and all other Home Assistant entities. - **[Home Assistant](https://github.com/voska/hass-mcp)** - Docker-ready MCP server for Home Assistant with entity management, domain summaries, automation support, and guided conversations. Includes pre-built container images for easy installation. +- **[HTML to Markdown](https://github.com/levz0r/html-to-markdown-mcp)** - Fetch web pages and convert HTML to clean, formatted Markdown. Handles large pages with automatic file saving to bypass token limits. +- **[html2md-mcp](https://github.com/sunshad0w/html2md-mcp)** - MCP server for converting HTML to Markdown with browser support and authentication. Reduces HTML size by 90-95% using trafilatura and BeautifulSoup4, with Playwright integration for JavaScript-rendered content. - **[HubSpot](https://github.com/buryhuang/mcp-hubspot)** - HubSpot CRM integration for managing contacts and companies. Create and retrieve CRM data directly through Claude chat. - **[HuggingFace Spaces](https://github.com/evalstate/mcp-hfspace)** - Server for using HuggingFace Spaces, supporting Open Source Image, Audio, Text Models and more. Claude Desktop mode for easy integration. - **[Human-In-the-Loop](https://github.com/GongRzhe/Human-In-the-Loop-MCP-Server)** - A powerful MCP Server that enables AI assistants like Claude to interact with humans through intuitive GUI dialogs. This server bridges the gap between automated AI processes and human decision-making by providing real-time user input tools, choices, confirmations, and feedback mechanisms. @@ -765,6 +923,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Inner Monologue MCP](https://github.com/abhinav-mangla/inner-monologue-mcp)** - A cognitive reasoning tool that enables LLMs to engage in private, structured self-reflection and multi-step reasoning before generating responses, improving response quality and problem-solving capabilities. - **[Inoyu](https://github.com/sergehuber/inoyu-mcp-unomi-server)** - Interact with an Apache Unomi CDP customer data platform to retrieve and update customer profiles - **[Instagram DM](https://github.com/trypeggy/instagram_dm_mcp)** - Send DMs on Instagram via your LLM +- **[Intelligent Image Generator](https://github.com/shinpr/mcp-image)** - Turn casual prompts into professional-quality images with AI enhancement - **[interactive-mcp](https://github.com/ttommyth/interactive-mcp)** - Enables interactive LLM workflows by adding local user prompts and chat capabilities directly into the MCP loop. - **[Intercom](https://github.com/raoulbia-ai/mcp-server-for-intercom)** - An MCP-compliant server for retrieving customer support tickets from Intercom. This tool enables AI assistants like Claude Desktop and Cline to access and analyze your Intercom support tickets. - **[iOS Simulator](https://github.com/InditexTech/mcp-server-simulator-ios-idb)** - A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators (iPhone, iPad, etc.) through natural language commands. @@ -776,6 +935,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Java Decompiler](https://github.com/idachev/mcp-javadc)** - Decompile Java bytecode into readable source code from .class files, package names, or JAR archives using CFR decompiler - **[JavaFX](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jfx)** - Make drawings using a JavaFX canvas - **[JDBC](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc)** - Connect to any JDBC-compatible database and query, insert, update, delete, and more. Supports MySQL, PostgreSQL, Oracle, SQL Server, SQLite and [more](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc#supported-jdbc-variants). +- **[Jenkins](https://github.com/jasonkylelol/jenkins-mcp-server)** - This MCP server allow you to create Jenkins tasks. - **[JMeter](https://github.com/QAInsights/jmeter-mcp-server)** - Run load testing using Apache JMeter via MCP-compliant tools. - **[Job Searcher](https://github.com/0xDAEF0F/job-searchoor)** - A FastMCP server that provides tools for retrieving and filtering job listings based on time period, keywords, and remote work preferences. - **[jobswithgpt](https://github.com/jobswithgpt/mcp)** - Job search MCP using jobswithgpt which indexes 500K+ public job listings and refreshed continously. @@ -791,6 +951,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Kafka](https://github.com/tuannvm/kafka-mcp-server)** - A Model Context Protocol (MCP) server for Apache Kafka implemented in Go, leveraging [franz-go](https://github.com/twmb/franz-go). - **[Kafka Schema Registry MCP](https://github.com/aywengo/kafka-schema-reg-mcp)** \ - A comprehensive MCP server for Kafka Schema Registry with 48 tools, multi-registry support, authentication, and production safety features. Enables AI-powered schema management with enterprise-grade capabilities including schema contexts, migration tools, and comprehensive export capabilities. - **[kafka-mcp](https://github.com/shivamxtech/kafka-mcp)** - An MCP Server for Kafka clusters to interact with kafka environment via tools on messages, topics, offsets, partitions for consumer and producers along with seamless integration with MCP clients. +- **[Kaggle-mcp](https://github.com/Seif-Sameh/Kaggle-mcp.git)** - An MCP server that provides seamless integration with the Kaggle API. Interact with Kaggle competitions, datasets, kernels, and models through MCP-compatible clients like Claude Desktop. - **[Keycloak](https://github.com/idoyudha/mcp-keycloak)** - The Keycloak MCP Server designed for agentic applications to manage and search data in Keycloak efficiently. - **[Keycloak MCP](https://github.com/ChristophEnglisch/keycloak-model-context-protocol)** - This MCP server enables natural language interaction with Keycloak for user and realm management including creating, deleting, and listing users and realms. - **[Keycloak MCP Server](https://github.com/sshaaf/keycloak-mcp-server)** - designed to work with Keycloak for identity and access management, with about 40+ tools covering, Users, Realms, Clients, Roles, Groups, IDPs, Authentication. Native builds available. @@ -800,15 +961,23 @@ A growing set of community-developed and maintained servers demonstrates various - **[kill-process-mcp](https://github.com/misiektoja/kill-process-mcp)** - List and terminate OS processes via natural language queries - **[Kindred Offers & Discounts MCP](https://github.com/kindred-app/mcp-server-kindred-offers)** (by kindred.co) - This MCP server allows you to get live deals and offers/coupons from e-commerce merchant sites all over the world. - **[kintone](https://github.com/macrat/mcp-server-kintone)** - Manage records and apps in [kintone](https://kintone.com) through LLM tools. +- **[KnowAir Weather MCP](https://github.com/shuowang-ai/Weather-MCP)** - A comprehensive Model Context Protocol (MCP) server providing real-time weather data, air quality monitoring, forecasts, and astronomical information powered by Caiyun Weather API. - **[Kokoro TTS](https://github.com/mberg/kokoro-tts-mcp)** - Use Kokoro text to speech to convert text to MP3s with optional autoupload to S3. - **[Kong Konnect](https://github.com/Kong/mcp-konnect)** - A Model Context Protocol (MCP) server for interacting with Kong Konnect APIs, allowing AI assistants to query and analyze Kong Gateway configurations, traffic, and analytics. +- **[Korea Stock Analyzer](https://github.com/Mrbaeksang/korea-stock-analyzer-mcp)** - Analyze Korean stocks (KOSPI/KOSDAQ) with 6 legendary investment strategies including Buffett, Lynch, Graham, Greenblatt, Fisher, and Templeton. +- **[KRS Poland](https://github.com/pkolawa/krs-poland-mcp-server)** - Access to Polish National Court Register (KRS)—the government's authoritative registry of all businesses, foundations, and other legal entities. +- **[Kubeflow Spark History MCP Server](https://github.com/kubeflow/mcp-apache-spark-history-server)** - Enable AI agents to analyze Spark job performance, identify bottlenecks, and provide intelligent insights. - **[Kubernetes](https://github.com/Flux159/mcp-server-kubernetes)** - Connect to Kubernetes cluster and manage pods, deployments, and services. - **[Kubernetes and OpenShift](https://github.com/manusa/kubernetes-mcp-server)** - A powerful Kubernetes MCP server with additional support for OpenShift. Besides providing CRUD operations for any Kubernetes resource, this server provides specialized tools to interact with your cluster. - **[KubeSphere](https://github.com/kubesphere/ks-mcp-server)** - The KubeSphere MCP Server is a Model Context Protocol(MCP) server that provides integration with KubeSphere APIs, enabling to get resources from KubeSphere. Divided into four tools modules: Workspace Management, Cluster Management, User and Roles, Extensions Center. - **[Kukapay MCP Servers](https://github.com/kukapay/kukapay-mcp-servers)** - A comprehensive suite of Model Context Protocol (MCP) servers dedicated to cryptocurrency, blockchain, and Web3 data aggregation, analysis, and services from Kukapay. - **[kwrds.ai](https://github.com/mkotsollaris/kwrds_ai_mcp)** - Keyword research, people also ask, SERP and other SEO tools for [kwrds.ai](https://www.kwrds.ai/) +- **[KYC-mcp-server](https://github.com/vishnurudra-ai/KYC-mcp-server)** - Know Your Computer (KYC) - MCP Server compatible with Claude Desktop. Comprehensive system diagnostics for Windows, Mac OS and Linux operating system with AI-powered recommendations. +- **[Langflow MCP Server](https://github.com/nobrainer-tech/langflow-mcp)** - Comprehensive MCP server providing 90 tools for Langflow workflow automation - manage flows, execute workflows, handle builds, and interact with knowledge bases. Includes Docker support and full API coverage for Langflow 1.6.4. - **[Langflow-DOC-QA-SERVER](https://github.com/GongRzhe/Langflow-DOC-QA-SERVER)** - A Model Context Protocol server for document Q&A powered by Langflow. It demonstrates core MCP concepts by providing a simple interface to query documents through a Langflow backend. - **[Language Server](https://github.com/isaacphi/mcp-language-server)** - MCP Language Server helps MCP enabled clients navigate codebases more easily by giving them access to semantic tools like get definition, references, rename, and diagnostics. +- **[Large File MCP](https://github.com/willianpinho/large-file-mcp)** - Intelligent handling of large files with smart chunking, navigation, and streaming capabilities. Features LRU caching, regex +search, and comprehensive file analysis. - **[Lark(Feishu)](https://github.com/kone-net/mcp_server_lark)** - A Model Context Protocol(MCP) server for Lark(Feishu) sheet, message, doc and etc. - **[Lazy Toggl MCP](https://github.com/movstox/lazy-toggl-mcp)** - Simple unofficial MCP server to track time via Toggl API - **[lean-lsp-mcp](https://github.com/oOo0oOo/lean-lsp-mcp)** - Interact with the [Lean theorem prover](https://lean-lang.org/) via the Language Server Protocol. @@ -820,11 +989,13 @@ A growing set of community-developed and maintained servers demonstrates various - **[Linear](https://github.com/jerhadf/linear-mcp-server)** - Allows LLM to interact with Linear's API for project management, including searching, creating, and updating issues. - **[Linear (Go)](https://github.com/geropl/linear-mcp-go)** - Allows LLM to interact with Linear's API via a single static binary. - **[Linear MCP](https://github.com/anoncam/linear-mcp)** - Full blown implementation of the Linear SDK to support comprehensive Linear management of projects, initiatives, issues, users, teams and states. +- **[Linked API MCP](https://github.com/Linked-API/linkedapi-mcp)** - MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data. - **[Listmonk MCP Server](https://github.com/rhnvrm/listmonk-mcp)** (by rhnvrm) - Full API coverage of [Listmonk](https://github.com/knadh/listmonk) email marketing FOSS. - **[LlamaCloud](https://github.com/run-llama/mcp-server-llamacloud)** (by marcusschiesser) - Integrate the data stored in a managed index on [LlamaCloud](https://cloud.llamaindex.ai/) - **[lldb-mcp](https://github.com/stass/lldb-mcp)** - A Model Context Protocol server for LLDB that provides LLM-driven debugging. - **[llm-context](https://github.com/cyberchitta/llm-context.py)** - Provides a repo-packing MCP tool with configurable profiles that specify file inclusion/exclusion patterns and optional prompts. - **[Local History](https://github.com/xxczaki/local-history-mcp)** – MCP server for accessing VS Code/Cursor's Local History. +- **[Local RAG](https://github.com/shinpr/mcp-local-rag)** - Lightweight local document search with minimal setup. Search across PDF, DOCX, TXT, and Markdown files - no Docker, no external services required. - **[Locust](https://github.com/QAInsights/locust-mcp-server)** - Allows running and analyzing Locust tests using MCP compatible clients. - **[Loki](https://github.com/scottlepp/loki-mcp)** - Golang based MCP Server to query logs from [Grafana Loki](https://github.com/grafana/loki). - **[Loki MCP Server](https://github.com/mo-silent/loki-mcp-server)** - Python based MCP Server for querying and analyzing logs from Grafana Loki with advanced filtering and authentication support. @@ -838,9 +1009,10 @@ A growing set of community-developed and maintained servers demonstrates various - **[Maestro MCP](https://github.com/maestro-org/maestro-mcp)** - An MCP server for interacting with Bitcoin via the Maestro RPC API. - **[Magg: The MCP Aggregator](https://github.com/sitbon/magg)** - A meta-MCP server that acts as a universal hub, allowing LLMs to autonomously discover, install, and orchestrate multiple MCP servers - essentially giving AI assistants the power to extend their own capabilities on-demand. Includes `mbro`, a powerful CLI MCP server browser with scripting capability. - **[Mailchimp MCP](https://github.com/AgentX-ai/mailchimp-mcp)** - Allows AI agents to interact with the Mailchimp API (read-only) +- **[MailNet](https://github.com/Astroa7m/MailNet-MCP-Server)** - Unified Gmail + Outlook MCP server with agentic orchestration, automatic token refresh, standardized base class for new providers, and dedicated email settings endpoints for tone, signature, and thread-aware replies. - **[MalwareBazaar_MCP](https://github.com/mytechnotalent/MalwareBazaar_MCP)** (by Kevin Thomas) - An AI-driven MCP server that autonomously interfaces with MalwareBazaar, delivering real-time threat intel and sample metadata for authorized cybersecurity research workflows. -- **[Matrix](https://github.com/mjknowles/matrix-mcp-server)** - Interact with a Matrix homeserver. - **[man-mcp-server](https://github.com/guyru/man-mcp-server)** - MCP to search and access man pages on the local machine. +- **[Mandoline](https://github.com/mandoline-ai/mandoline-mcp-server)** - Enable AI assistants to reflect on, critique, and continuously improve their own performance using Mandoline's evaluation framework. - **[MariaDB](https://github.com/abel9851/mcp-server-mariadb)** - MariaDB database integration with configurable access controls in Python. - **[Markdown2doc](https://github.com/Klavis-AI/klavis/tree/main/mcp_servers/pandoc)** - Convert between various file formats using Pandoc - **[Markdownify](https://github.com/zcaceres/mcp-markdownify-server)** - MCP to convert almost anything to Markdown (PPTX, HTML, PDF, Youtube Transcripts and more) @@ -850,19 +1022,26 @@ A growing set of community-developed and maintained servers demonstrates various - **[MasterGo](https://github.com/mastergo-design/mastergo-magic-mcp)** - The server designed to connect MasterGo design tools with AI models. It enables AI models to directly retrieve DSL data from MasterGo design files. - **[Matlab-MCP-Tools](https://github.com/neuromechanist/matlab-mcp-tools)** - An MCP to write and execute MATLAB scripts, maintain workspace context between MCP calls, visualize plots, and perform section-by-section analysis of MATLAB code with full access to MATLAB's computational capabilities. - **[Maton](https://github.com/maton-ai/agent-toolkit/tree/main/modelcontextprotocol)** - Connect to your SaaS tools like HubSpot, Salesforce, and more. +- **[Matrix](https://github.com/mjknowles/matrix-mcp-server)** - Interact with a Matrix homeserver. - **[Maven Tools MCP](https://github.com/arvindand/maven-tools-mcp)** - Maven Central dependency intelligence for JVM build tools. Supports all build tools (Maven, Gradle, SBT, Mill) with Context7 integration for documentation support. -- **[MCP-Airflow-API](https://github.com/call518/MCP-Airflow-API)** - Model Context Protocol (MCP) server for Apache Airflow API integration. Provides comprehensive tools for managing Airflow clusters including service operations, configuration management, status monitoring, and request tracking. +- **[Maybe Don't AI Policy Engine](https://www.maybedont.ai/download/)** - Yet another MCP security gateway, Maybe Don't AI provides policy checks on any call before it reaches downstream MCP servers to protect users from agents behaving poorly. +- **[MCP Bundles Hub](https://github.com/thinkchainai/mcpbundles)** - Discover, install, and manage 500+ MCP provider integrations and bundles through [MCP Bundles](https://mcpbundles.com). - **[MCP Compass](https://github.com/liuyoshio/mcp-compass)** - Suggest the right MCP server for your needs +- **[MCP Context Provider](https://github.com/doobidoo/MCP-Context-Provider)** - Static server that provides AI models with persistent tool-specific context and rules, preventing context loss between chat sessions and enabling consistent behavior across interactions. - **[MCP Create](https://github.com/tesla0225/mcp-create)** - A dynamic MCP server management service that creates, runs, and manages Model Context Protocol servers on-the-fly. -- **[MCP Documentation Server](https://github.com/andrea9293/mcp-documentation-server)** - Server that provides local document management and semantic search capabilities. Upload documents, search them with AI embeddings, and integrate seamlessly with MCP clients like Claude Desktop and vs code. +- **[MCP Documentation Server](https://github.com/andrea9293/mcp-documentation-server)** - Server that provides local-first document management and semantic search via embeddings or Gemini AI (recommended). Optimized for performance with disk persistence, an in-memory index, and caching. +- **[MCP Dynamic Tool Groups](https://github.com/ECF/MCPToolGroups)** - Example MCP servers that use [annotated](https://github.com/spring-ai-community/mcp-annotations) Java interfaces/classes as 'tool groups'. Using standard MCP annotations, service implementations can then, at runtime, be used to generate tool specifications, and then dynamically added or removed from MCP servers. The functionality is demonstrated in a sample tool group, but can be similarly used for any API or service. - **[MCP Installer](https://github.com/anaisbetts/mcp-installer)** - This server is a server that installs other MCP servers for you. +- **[MCP on Android TV](https://github.com/MiddlePoint-Solutions/mcp-on-android-tv)** - A Model Context Protocol (MCP) server running directly on your Android TV with bundeld access to ADB on-device. +- **[MCP OpenProject Server](https://github.com/boma086/mcp-openproject)** - Comprehensive MCP server for OpenProject integration with GitHub installation, CLI tools, and support for multiple AI assistants including Claude Code and Windsurf. - **[MCP ProjectManage OpenProject](https://github.com/boma086/mcp-projectmanage-openproject)** - This server provides the MCP service for project weekly reports, with project management information supplied by OpenProject. - **[MCP Proxy Server](https://github.com/TBXark/mcp-proxy)** - An MCP proxy server that aggregates and serves multiple MCP resource servers through a single HTTP server. - **[MCP Server Creator](https://github.com/GongRzhe/MCP-Server-Creator)** - A powerful Model Context Protocol (MCP) server that creates other MCP servers! This meta-server provides tools for dynamically generating FastMCP server configurations and Python code. - **[MCP Server Generator](https://github.com/SerhatUzbas/mcp-server-generator)** - An MCP server that creates and manages MCP servers! Helps both non-technical users and developers build custom JavaScript MCP servers with AI guidance, automatic dependency management, and Claude Desktop integration. - **[MCP STDIO to Streamable HTTP Adapter](https://github.com/pyroprompts/mcp-stdio-to-streamable-http-adapter)** - Connect to Streamable HTTP MCP Servers even if the MCP Client only supports STDIO. +- **[MCP Toolz](https://github.com/taylorleese/mcp-toolz)** - Context management, todo persistence, and AI second opinions for Claude Code. Save and restore contexts, code snippets, and todo lists across sessions and get feedback from ChatGPT, Claude, Gemini, and DeepSeek. +- **[MCP-Airflow-API](https://github.com/call518/MCP-Airflow-API)** - Model Context Protocol (MCP) server for Apache Airflow API integration. Provides comprehensive tools for managing Airflow clusters including service operations, configuration management, status monitoring, and request tracking. - **[MCP-Ambari-API](https://github.com/call518/MCP-Ambari-API)** - Model Context Protocol (MCP) server for Apache Ambari API integration. This project provides tools for managing Hadoop clusters, including service operations, configuration management, status monitoring, and request tracking. -- **[MCP-PostgreSQL-Ops](https://github.com/call518/MCP-PostgreSQL-Ops)** - Model Context Protocol (MCP) server for Apache Ambari API integration. This project provides tools for managing Hadoop clusters, including service operations, configuration management, status monitoring, and request tracking. - **[mcp-containerd](https://github.com/jokemanfire/mcp-containerd)** - The containerd MCP implemented by Rust supports the operation of the CRI interface. - **[MCP-Database-Server](https://github.com/executeautomation/mcp-database-server)** - Fastest way to interact with your Database such as SQL Server, SQLite and PostgreSQL - **[mcp-grep](https://github.com/erniebrodeur/mcp-grep)** - Python-based MCP server that brings grep functionality to LLMs. Supports common grep features including pattern searching, case-insensitive matching, context lines, and recursive directory searches. @@ -871,9 +1050,14 @@ A growing set of community-developed and maintained servers demonstrates various - **[mcp-mcp](https://github.com/wojtyniak/mcp-mcp)** - Meta-MCP Server that acts as a tool discovery service for MCP clients. - **[mcp-meme-sticky](https://github.com/nkapila6/mcp-meme-sticky)** - Make memes or stickers using MCP server for WhatsApp or Telegram. - **[mcp-memory-service](https://github.com/doobidoo/mcp-memory-service)** - Universal MCP memory service providing semantic memory search, persistent storage, and autonomous memory consolidation for AI assistants across 13+ AI applications. +- **[mcp-n8n](https://github.com/gomakers-ai/mcp-n8n)** - Complete n8n API integration with 41 tools for workflow management, execution monitoring, credentials, and 100+ pre-built templates. Control your entire n8n automation infrastructure through AI conversations. - **[MCP-NixOS](https://github.com/utensils/mcp-nixos)** - A Model Context Protocol server that provides AI assistants with accurate, real-time information about NixOS packages, system options, Home Manager settings, and nix-darwin macOS configurations. +- **[mcp-notify](https://github.com/aahl/mcp-notify)** - An MCP server for message push, supporting Weixin, DingTalk, Telegram, Bark, Lark, Feishu, and Home Assistant. - **[mcp-open-library](https://github.com/8enSmith/mcp-open-library)** - A Model Context Protocol (MCP) server for the Open Library API that enables AI assistants to search for book and author information. +- **[MCP-OpenStack-Ops](https://github.com/call518/MCP-OpenStack-Ops)** - Professional OpenStack operations automation via MCP server. Specialized tools for cluster monitoring, instance management, volume control & network analysis. FastMCP + OpenStack SDK + Bearer auth. Claude Desktop ready. Perfect for DevOps & cloud automation. +- **[MCP-PostgreSQL-Ops](https://github.com/call518/MCP-PostgreSQL-Ops)** - Model Context Protocol (MCP) server for Apache Ambari API integration. This project provides tools for managing Hadoop clusters, including service operations, configuration management, status monitoring, and request tracking. - **[mcp-proxy](https://github.com/sparfenyuk/mcp-proxy)** - Connect to MCP servers that run on SSE transport, or expose stdio servers as an SSE server. +- **[mcp-proxy](https://github.com/mikluko/mcp-proxy)** - Lightweight proxy that handles OAuth 2.0/PKCE authentication and token management for MCP clients lacking native OAuth support. - **[mcp-read-website-fast](https://github.com/just-every/mcp-read-website-fast)** - Fast, token-efficient web content extraction that converts websites to clean Markdown. Features Mozilla Readability, smart caching, polite crawling with robots.txt support, and concurrent fetching with minimal dependencies. - **[mcp-salesforce](https://github.com/lciesielski/mcp-salesforce-example)** - MCP server with basic demonstration of interactions with your Salesforce instance - **[mcp-sanctions](https://github.com/madupay/mcp-sanctions)** - Screen individuals and organizations against global sanctions lists (OFAC, SDN, UN, etc). Query by prompt or document upload. @@ -884,9 +1068,11 @@ A growing set of community-developed and maintained servers demonstrates various - **[mcp-weather](https://github.com/TimLukaHorstmann/mcp-weather)** - Accurate weather forecasts via the AccuWeather API (free tier available). - **[mcp-youtube-extract](https://github.com/sinjab/mcp_youtube_extract)** - A Model Context Protocol server for YouTube operations, extracting video information and transcripts with intelligent fallback logic. Features comprehensive logging, error handling, and support for both auto-generated and manual transcripts. - **[mcp_weather](https://github.com/isdaniel/mcp_weather_server)** - Get weather information from https://api.open-meteo.com API. +- **[mcpcap](https://github.com/mcpcap/mcpcap)** - A modular Python MCP (Model Context Protocol) Server for analyzing PCAP files. - **[MCPfinder](https://github.com/mcpfinder/server)** - The AI Agent's "App Store": Discover, install, and monetize AI capabilities — all within the MCP ecosystem. - **[MCPIgnore Filesytem](https://github.com/CyberhavenInc/filesystem-mcpignore)** - A Data Security First filesystem MCP server that implements .mcpignore to prevent MCP clients from accessing sensitive data. - **[MCPJungle](https://github.com/mcpjungle/MCPJungle)** - Self-hosted MCP Registry and Gateway for enterprise AI Agents +- **[MCPShell](https://github.com/inercia/mcpshell)** - Tool that allows LLMs to safely execute command-line tools, providing a secure bridge between LLMs and operating system commands. - **[Md2doc](https://github.com/Yorick-Ryu/md2doc-mcp)** - Convert Markdown text to DOCX format using an external conversion service - **[MeasureSpace MCP](https://github.com/MeasureSpace/measure-space-mcp-server)** - A free [Model Context Protocol (MCP) Server](https://smithery.ai/server/@MeasureSpace/measure-space-mcp-server) that provides global weather, climate, air quality forecast and geocoding services by [measurespace.io](https://measurespace.io). - **[MediaWiki](https://github.com/ProfessionalWiki/MediaWiki-MCP-Server)** - A Model Context Protocol (MCP) Server that interacts with any MediaWiki wiki @@ -896,6 +1082,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Membase](https://github.com/unibaseio/membase-mcp)** - Save and query your agent memory in distributed way by Membase. - **[Meme MCP](https://github.com/lidorshimoni/meme-mcp)** - Generate memes via AI using the Imgflip API through the Model Context Protocol. - **[memento-mcp](https://github.com/gannonh/memento-mcp)** - Knowledge graph memory system built on Neo4j with semantic search, temporal awareness. +- **[memos-api-mcp](https://github.com/MemTensor/memos-api-mcp)** - A Model Context Protocol implementation for the API service of [MemOS](https://memos.openmem.net/), a memory management operating system designed for AI applications. - **[Meta Ads Remote MCP](https://github.com/pipeboard-co/meta-ads-mcp)** - Remote MCP server to interact with Meta Ads API - access, analyze, and manage Facebook, Instagram, and other Meta platforms advertising campaigns. - **[MetaTrader MCP](https://github.com/ariadng/metatrader-mcp-server)** - Enable AI LLMs to execute trades using MetaTrader 5 platform. - **[Metricool MCP](https://github.com/metricool/mcp-metricool)** - A Model Context Protocol server that integrates with Metricool's social media analytics platform to retrieve performance metrics and schedule content across networks like Instagram, Facebook, Twitter, LinkedIn, TikTok and YouTube. @@ -903,13 +1090,15 @@ A growing set of community-developed and maintained servers demonstrates various - **[Microsoft 365](https://github.com/softeria/ms-365-mcp-server)** - MCP server that connects to Microsoft Office and the whole Microsoft 365 suite using Graph API (including Outlook/mail, files, Excel, calendar) - **[Microsoft 365](https://github.com/pnp/cli-microsoft365-mcp-server)** - Single MCP server that allows to manage many different areas of Microsoft 365, for example: Entra ID, OneDrive, OneNote, Outlook, Planner, Power Apps, Power Automate, Power Platform, SharePoint Embedded, SharePoint Online, Teams, Viva Engage, and many more. - **[Microsoft 365 Files (SharePoint/OneDrive)](https://github.com/godwin3737/mcp-server-microsoft365-filesearch)** (by godwin3737) - MCP server with tools to search and get file content from Microsoft 365 including Onedrive and SharePoint. Works with Documents (pdf/docx), Presentations, Spreadsheets and Images. -- **[Microsoft Teams](https://github.com/InditexTech/mcp-teams-server)** - MCP server that integrates Microsoft Teams messaging (read, post, mention, list members and threads) +- **[Microsoft Teams](https://github.com/InditexTech/mcp-teams-server)** - MCP server that integrates Microsoft Teams messaging (read, post, mention, list members and threads) - **[Mifos X](https://github.com/openMF/mcp-mifosx)** - An MCP server for the Mifos X Open Source Banking useful for managing clients, loans, savings, shares, financial transactions and generating financial reports. - **[Mikrotik](https://github.com/jeff-nasseri/mikrotik-mcp)** - Mikrotik MCP server which cover networking operations (IP, DHCP, Firewall, etc) - **[Mindmap](https://github.com/YuChenSSR/mindmap-mcp-server)** (by YuChenSSR) - A server that generates mindmaps from input containing markdown code. - **[Minima](https://github.com/dmayboroda/minima)** - MCP server for RAG on local files +- **[MLflow](https://github.com/kkruglik/mlflow-mcp)** - MLflow MCP server for ML experiment tracking with advanced querying, run comparison, artifact access, and model registry. - **[Mobile MCP](https://github.com/mobile-next/mobile-mcp)** (by Mobile Next) - MCP server for Mobile(iOS/Android) automation, app scraping and development using physical devices or simulators/emulators. -- **[Monday.com](https://github.com/sakce/mcp-server-monday)** - MCP Server to interact with Monday.com boards and items. +- **[Modao Proto MCP](https://github.com/modao-dev/modao-proto-mcp)** - AI-powered HTML prototype generation server that converts natural language descriptions into complete HTML code with modern design and responsive layouts. Supports design description expansion and seamless integration with Modao workspace. +- **[Monday.com (unofficial)](https://github.com/sakce/mcp-server-monday)** - MCP Server to interact with Monday.com boards and items. - **[MongoDB](https://github.com/kiliczsh/mcp-mongo-server)** - A Model Context Protocol Server for MongoDB. - **[MongoDB & Mongoose](https://github.com/nabid-pf/mongo-mongoose-mcp)** - MongoDB MCP Server with Mongoose Schema and Validation. - **[MongoDB Lens](https://github.com/furey/mongodb-lens)** - Full Featured MCP Server for MongoDB Databases. @@ -927,30 +1116,36 @@ A growing set of community-developed and maintained servers demonstrates various - **[MySQL-Server](https://github.com/tonycai/mcp-mysql-server)** (by TonyCai) - MySQL Database Integration using Python script with configurable access controls and schema inspection, usng stdio mode to suitable local deployment, you can run it in docker container. - **[n8n](https://github.com/leonardsellem/n8n-mcp-server)** - This MCP server provides tools and resources for AI assistants to manage n8n workflows and executions, including listing, creating, updating, and deleting workflows, as well as monitoring their execution status. - **[Nacos MCP Router](https://github.com/nacos-group/nacos-mcp-router)** - This MCP(Model Context Protocol) Server provides tools to search, install, proxy other MCP servers. +- **[Nanana](https://github.com/nanana-app/mcp-server-nano-banana)** - This MCP provides AI text-to-image generator and AI image-to-image editor powered by Google Gemini Nano Banana. - **[NASA](https://github.com/ProgramComputer/NASA-MCP-server)** (by ProgramComputer) - Access to a unified gateway of NASA's data sources including but not limited to APOD, NEO, EPIC, GIBS. - **[NASA Image MCP Server](https://github.com/adithya1012/NASA-MCP-Server/blob/main/README.md)** - MCP server providing access to NASA's visual data APIs including Mars Rover photos, Earth satellite imagery (EPIC/GIBS), and Astronomy picture of the day. Features built-in image analysis tools with automatic format detection, compression, and base64 conversion for LLM integration. +- **[NASA Planetary Data System (PDS) MCP Server](https://github.com/NASA-PDS/pds-mcp-server)** - MCP server for connecting to NASA's Planetary Data System (PDS) enabling intelligent data discovery of all of NASA's data products from the 1960s to present day. - **[Nasdaq Data Link](https://github.com/stefanoamorelli/nasdaq-data-link-mcp)** (by stefanoamorelli) - An MCP server to access, explore, and interact with Nasdaq Data Link's extensive and valuable financial and economic datasets. - **[National Parks](https://github.com/KyrieTangSheng/mcp-server-nationalparks)** - The server provides latest information of park details, alerts, visitor centers, campgrounds, hiking trails, and events for U.S. National Parks. - **[NAVER](https://github.com/pfldy2850/py-mcp-naver)** (by pfldy2850) - This MCP server provides tools to interact with various Naver services, such as searching blogs, news, books, and more. - **[Naver](https://github.com/isnow890/naver-search-mcp)** (by isnow890) - MCP server for Naver Search API integration, supporting blog, news, shopping search and DataLab analytics features. - **[NBA](https://github.com/Taidgh-Robinson/nba-mcp-server)** - This MCP server provides tools to fetch recent and historical NBA games including basic and advanced statistics. - **[NCI GDC](https://github.com/QuentinCody/nci-gdc-mcp-server)** - Unofficial MCP server for the National Cancer Institute's Genomic Data Commons (GDC), providing access to harmonized cancer genomic and clinical data for oncology research. +- **[NCP](https://github.com/portel-dev/ncp)** (Natural Context Provider by portel.dev) - NCP lets your AI dream of a tool and articulate its need as a user story. NCP then intelligently discovers and makes that tool instantly available, streamlining thought processes, eliminating cognitive overload, and slashing token costs by up to 87% (47ms discovery). Experience true on-demand tool access, smart health monitoring, and energy efficiency for your AI agents. - **[Neo4j](https://github.com/da-okazaki/mcp-neo4j-server)** - A community built server that interacts with Neo4j Graph Database. - **[Neovim](https://github.com/bigcodegen/mcp-neovim-server)** - An MCP Server for your Neovim session. - **[Netbird](https://github.com/aantti/mcp-netbird)** - List and analyze Netbird network peers, groups, policies, and more. - **[NetMind ParsePro](https://github.com/protagolabs/Netmind-Parse-PDF-MCP)** - The PDF Parser AI service, built and customized by the [NetMind](https://www.netmind.ai/) team. +- **[NetSuite](https://github.com/dsvantien/netsuite-mcp-server)** - MCP server for NetSuite ERP integration with OAuth 2.0 authentication, enabling natural language access to NetSuite data through SuiteQL queries, reports, saved searches, and REST API operations. - **[Nikto MCP](https://github.com/weldpua2008/nikto-mcp)** (by weldpua2008) - A secure MCP server that enables AI agents to interact with Nikto web server scanner](- use with npx or docker). - **[NocoDB](https://github.com/edwinbernadus/nocodb-mcp-server)** - Read and write access to NocoDB database. - **[Node Code Sandbox](https://github.com/alfonsograziano/node-code-sandbox-mcp)** – A Node.js MCP server that spins up isolated Docker - based sandboxes for executing JavaScript snippets with on-the-fly npm dependency installation - **[nomad-mcp](https://github.com/kocierik/mcp-nomad)** - A server that provides a set of tools for managing Nomad clusters through the MCP. - **[Notion](https://github.com/suekou/mcp-notion-server)** (by suekou) - Interact with Notion API. - **[Notion](https://github.com/v-3/notion-server)** (by v-3) - Notion MCP integration. Search, Read, Update, and Create pages through Claude chat. +- **[Notion](https://github.com/njbrake/notion-mcp-server)** (by njbrake) - Fork of official Notion MCP Server that returns markdown representation instead of raw json for efficient token usage - **[NPM Plus](https://github.com/shacharsol/js-package-manager-mcp)** - AI-powered JavaScript package management with security scanning, bundle analysis, and intelligent dependency management for MCP-compatible editors. - **[NS Travel Information](https://github.com/r-huijts/ns-mcp-server)** - Access Dutch Railways (NS) real-time train travel information and disruptions through the official NS API. - **[ntfy-mcp](https://github.com/teddyzxcv/ntfy-mcp)** (by teddyzxcv) - The MCP server that keeps you informed by sending the notification on phone using ntfy - **[ntfy-me-mcp](https://github.com/gitmotion/ntfy-me-mcp)** (by gitmotion) - An ntfy MCP server for sending/fetching ntfy notifications to your self-hosted ntfy server from AI Agents 📤 (supports secure token auth & more - use with npx or docker!) - **[oatpp-mcp](https://github.com/oatpp/oatpp-mcp)** - C++ MCP integration for Oat++. Use [Oat++](https://oatpp.io) to build MCP servers. - **[Obsidian Markdown Notes](https://github.com/calclavia/mcp-obsidian)** - Read and search through your Obsidian vault or any directory containing Markdown notes +- **[Obsidian Notes](https://github.com/Piotr1215/mcp-obsidian)** - Direct file system access to Obsidian vaults with security-first design, advanced search capabilities including MOC (Maps of Content) discovery, and support for obsidian.nvim - no Obsidian app required. - **[obsidian-mcp](https://github.com/StevenStavrakis/obsidian-mcp)** - (by Steven Stavrakis) An MCP server for Obsidian.md with tools for searching, reading, writing, and organizing notes. - **[OceanBase](https://github.com/yuanoOo/oceanbase_mcp_server)** - (by yuanoOo) A Model Context Protocol (MCP) server that enables secure interaction with OceanBase databases. - **[Octocode](https://github.com/bgauryy/octocode-mcp)** - (by Guy Bary) AI-powered developer assistant that enables advanced code research, analysis and discovery across GitHub and NPM realms in realtime @@ -960,8 +1155,12 @@ A growing set of community-developed and maintained servers demonstrates various - **[Office-Word-MCP-Server](https://github.com/GongRzhe/Office-Word-MCP-Server)** - A Model Context Protocol (MCP) server for creating, reading, and manipulating Microsoft Word documents. - **[Okta](https://github.com/kapilduraphe/okta-mcp-server)** - Interact with Okta API. - **[OKX-MCP-Server](https://github.com/memetus/okx-mcp-playground)** - An MCP server provides various blockchain data and market price data via the OKX API. The server enables Claude to perform operations like retrieve assets prices, transaction data, account history data and trade instruction data. +- **[OneCite](https://github.com/HzaCode/OneCite)** - Universal citation management and academic reference toolkit. Generate citations from DOI, arXiv, titles, or URLs in multiple formats (BibTeX, APA, MLA). Supports 7+ literature types and 10+ academic databases with intelligent metadata completion. - **[OneNote](https://github.com/rajvirtual/MCP-Servers/tree/master/onenote)** - (by Rajesh Vijay) An MCP server that connects to Microsoft OneNote using the Microsoft Graph API. Reading notebooks, sections, and pages from OneNote,Creating new notebooks, sections, and pages in OneNote. +- **[Onyx MCP Sandbox](https://github.com/avd1729/Onyx)** – (by Aravind) A secure MCP server that executes code in isolated Docker sandboxes. Supports Python, Java, C, C++, JavaScript, and Rust. Provides the `run_code` tool, enforces CPU/memory limits, includes comprehensive tests, and detailed setup instructions. - **[Open Strategy Partners Marketing Tools](https://github.com/open-strategy-partners/osp_marketing_tools)** - Content editing codes, value map, and positioning tools for product marketing. +- **[Open Targets](https://github.com/QuentinCody/open-targets-mcp-server)** - Unofficial MCP server for the Open Targets Platform, providing access to target-disease associations, drug discovery data, and therapeutic hypothesis generation for biomedical research. +- **[OpenAI GPT Image](https://github.com/SureScaleAI/openai-gpt-image-mcp)** - OpenAI GPT image generation/editing MCP server. - **[OpenAI WebSearch MCP](https://github.com/ConechoAI/openai-websearch-mcp)** - This is a Python-based MCP server that provides OpenAI `web_search` built-in tool. - **[OpenAlex.org MCP](https://github.com/drAbreu/alex-mcp)** - Professional MCP server providing ML-powered author disambiguation and comprehensive researcher profiles using the OpenAlex database. - **[OpenAPI](https://github.com/snaggle-ai/openapi-mcp-server)** - Interact with [OpenAPI](https://www.openapis.org/) APIs. @@ -970,6 +1169,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[OpenAPI Schema Explorer](https://github.com/kadykov/mcp-openapi-schema-explorer)** - Token-efficient access to local or remote OpenAPI/Swagger specs via MCP Resources. - **[OpenCTI](https://github.com/Spathodea-Network/opencti-mcp)** - Interact with OpenCTI platform to retrieve threat intelligence data including reports, indicators, malware and threat actors. - **[OpenCV](https://github.com/GongRzhe/opencv-mcp-server)** - An MCP server providing OpenCV computer vision capabilities. This allows AI assistants and language models to access powerful computer vision tools. +- **[OpenDigger MCP Server](https://github.com/X-lab2017/open-digger-mcp-server)** - Model Context Protocol (MCP) server for [OpenDigger](https://open-digger.cn/en/), enabling advanced repository analytics and insights through tools and prompts. - **[OpenDota](https://github.com/asusevski/opendota-mcp-server)** - Interact with OpenDota API to retrieve Dota 2 match data, player statistics, and more. - **[OpenLink Generic Java Database Connectivity](https://github.com/OpenLinkSoftware/mcp-jdbc-server)** - Generic Database Management System (DBMS) access via Open Database Connectivity (ODBC) Connectors (Drivers) - **[OpenLink Generic Open Database Connectivity](https://github.com/OpenLinkSoftware/mcp-odbc-server)** - Generic Database Management System (DBMS) access via Open Database Connectivity (ODBC) Connectors (Drivers) @@ -980,11 +1180,10 @@ A growing set of community-developed and maintained servers demonstrates various - **[OpenReview](https://github.com/anyakors/openreview-mcp-server)** - An MCP server for [OpenReview](https://openreview.net/) to fetch, read and save manuscripts from AI/ML conferences. - **[OpenRPC](https://github.com/shanejonas/openrpc-mpc-server)** - Interact with and discover JSON-RPC APIs via [OpenRPC](https://open-rpc.org). - **[OpenStack](https://github.com/wangsqly0407/openstack-mcp-server)** - MCP server implementation that provides OpenStack interaction. -- **[Open Targets](https://github.com/QuentinCody/open-targets-mcp-server)** - Unofficial MCP server for the Open Targets Platform, providing access to target-disease associations, drug discovery data, and therapeutic hypothesis generation for biomedical research. - **[OpenWeather](https://github.com/mschneider82/mcp-openweather)** - Interact with the free openweathermap API to get the current and forecast weather for a location. +- **[OpenZIM MCP](https://github.com/cameronrye/openzim-mcp)** - Modern, secure, and high-performance MCP server that enables AI models to access and search ZIM format knowledge bases offline, including Wikipedia and educational content archives. - **[Operative WebEvalAgent](https://github.com/Operative-Sh/web-eval-agent)** (by [Operative.sh](https://www.operative.sh)) - An MCP server to test, debug, and fix web applications autonomously. - **[OPNSense MCP](https://github.com/vespo92/OPNSenseMCP)** - MCP Server for OPNSense Firewall Management and API access -- **[OpenAI GPT Image](https://github.com/SureScaleAI/openai-gpt-image-mcp)** - OpenAI GPT image generation/editing MCP server. - **[Optimade MCP](https://github.com/dianfengxiaobo/optimade-mcp-server)** - An MCP server conducts real-time material science data queries with the Optimade database (for example, elemental composition, crystal structure). - **[Oracle](https://github.com/marcelo-ochoa/servers)** (by marcelo-ochoa) - Oracle Database integration in NodeJS with configurable access controls, query explain, stats and schema inspection - **[Oracle Cloud Infrastructure (OCI)](https://github.com/karthiksuku/oci-mcp)** (by karthiksukumar) - Python MCP server for OCI infrastructure (Compute, Autonomous Database, Object Storage). Read-heavy by default with safe instance actions (start/stop/reset). Includes Claude Desktop config and `.env` compartment scoping. @@ -1002,6 +1201,8 @@ A growing set of community-developed and maintained servers demonstrates various - **[PDMT](https://github.com/paiml/pdmt)** - Pragmatic Deterministic MCP Templating - High-performance deterministic templating library with comprehensive todo validation, quality enforcement, and 0.0 temperature generation for reproducible outputs. - **[Peacock for VS Code](https://github.com/johnpapa/peacock-mcp)** - MCP Server for the Peacock extension for VS Code, coloring your world, one Code editor at a time. The main goal of the project is to show how an MCP server can be used to interact with APIs. - **[persistproc](https://github.com/irskep/persistproc)** - MCP server + command line tool that allows agents to see & control long-running processes like web servers. +- **[Pexels](https://github.com/garylab/pexels-mcp-server)** - A MCP server providing access to Pexels Free Image API, enabling seamless search, retrieval, and download of high-quality royalty-free images. +- **[pgtuner_mcp](https://github.com/isdaniel/pgtuner_mcp)** - provides AI-powered PostgreSQL performance tuning capabilities. - **[Pharos](https://github.com/QuentinCody/pharos-mcp-server)** - Unofficial MCP server for the Pharos database by the National Center for Advancing Translational Sciences (NCATS), providing access to target, drug, and disease information for drug discovery research. - **[Phone MCP](https://github.com/hao-cyber/phone-mcp)** - 📱 A powerful plugin that lets you control your Android phone. Enables AI agents to perform complex tasks like automatically playing music based on weather or making calls and sending texts. - **[PIF](https://github.com/hungryrobot1/MCP-PIF)** - A Personal Intelligence Framework (PIF), providing tools for file operations, structured reasoning, and journal-based documentation to support continuity and evolving human-AI collaboration across sessions. @@ -1011,14 +1212,18 @@ A growing set of community-developed and maintained servers demonstrates various - **[Placid.app](https://github.com/felores/placid-mcp-server)** - Generate image and video creatives using Placid.app templates - **[Plane](https://github.com/kelvin6365/plane-mcp-server)** - This MCP Server will help you to manage projects and issues through Plane's API - **[Playwright](https://github.com/executeautomation/mcp-playwright)** - This MCP Server will help you run browser automation and webscraping using Playwright +- **[Playwright Wizard](https://github.com/oguzc/playwright-wizard-mcp)** - Step-by-step wizard for generating Playwright E2E tests with best practices. - **[Podbean](https://github.com/amurshak/podbeanMCP)** - MCP server for managing your podcasts, episodes, and analytics through the Podbean API. Allows for updating, adding, deleting podcasts, querying show description, notes, analytics, and more. - **[Polarsteps](https://github.com/remuzel/polarsteps-mcp)** - An MCP server to help you review your previous Trips and plan new ones! - **[PostgreSQL](https://github.com/ahmedmustahid/postgres-mcp-server)** - A PostgreSQL MCP server offering dual HTTP/Stdio transports for database schema inspection and read-only query execution with session management and Podman(or Docker) support. - **[Postman](https://github.com/shannonlal/mcp-postman)** - MCP server for running Postman Collections locally via Newman. Allows for simple execution of Postman Server and returns the results of whether the collection passed all the tests. - **[Powerdrill](https://github.com/powerdrillai/powerdrill-mcp)** - Interact with Powerdrill datasets, authenticated with [Powerdrill](https://powerdrill.ai) User ID and Project API Key. +- **[predictive-maintenance-mcp](https://github.com/LGDiMaggio/predictive-maintenance-mcp)** - AI-powered predictive maintenance and fault diagnosis. Features vibration analysis, bearing diagnostics, ISO 20816-3. compliance, and ML anomaly detection for industrial machinery. - **[Prefect](https://github.com/allen-munsch/mcp-prefect)** - MCP Server for workflow orchestration and ELT/ETL with Prefect Server, and Prefect Cloud [https://www.prefect.io/] using the `prefect` python client. +- **[Producer Pal](https://github.com/adamjmurray/producer-pal)** - MCP server for controlling Ableton Live, embedded in a Max for Live device for easy drag and drop installation. - **[Productboard](https://github.com/kenjihikmatullah/productboard-mcp)** - Integrate the Productboard API into agentic workflows via MCP. - **[Prometheus](https://github.com/pab1it0/prometheus-mcp-server)** - Query and analyze Prometheus - open-source monitoring system. +- **[Prometheus (Golang)](https://github.com/tjhop/prometheus-mcp-server/)** - A Prometheus MCP server with full API support for comprehensive management and deep interaction with Prometheus beyond basic query support. Written in go, it is a single binary install that is capable of STDIO, SSE, and HTTP transports for complex deployments. - **[Prometheus (TypeScript)](https://github.com/yanmxa/prometheus-mcp-server)** - Enable AI assistants to query Prometheus using natural language with TypeScript implementation. - **[PubChem](https://github.com/sssjiang/pubchem_mcp_server)** - extract drug information from pubchem API. - **[PubMed](https://github.com/JackKuo666/PubMed-MCP-Server)** - Enable AI assistants to search, access, and analyze PubMed articles through a simple MCP interface. @@ -1028,6 +1233,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[py-mcp-qdrant-rag](https://github.com/amornpan/py-mcp-qdrant-rag)** (by amornpan) - A Model Context Protocol server implementation that provides RAG capabilities through Qdrant vector database integration, enabling AI agents to perform semantic search and document retrieval with local or cloud-based embedding generation support across Mac, Linux, and Windows platforms. - **[pydantic/pydantic-ai/mcp-run-python](https://github.com/pydantic/pydantic-ai/tree/main/mcp-run-python)** - Run Python code in a secure sandbox via MCP tool calls, powered by Deno and Pyodide - **[Python CLI MCP](https://github.com/ofek/pycli-mcp)** - Interact with local Python command line applications. +- **[qa-use](https://github.com/desplega-ai/qa-use)** - Browser automation and QA testing capabilities. This server integrates with [desplega.ai](https://desplega.ai) to offer automated testing, session monitoring, batch test execution, and intelligent test guidance using the AAA framework. - **[QGIS](https://github.com/jjsantos01/qgis_mcp)** - connects QGIS to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more. - **[Qiniu MCP Server](https://github.com/qiniu/qiniu-mcp-server)** - The Model Context Protocol (MCP) Server built on Qiniu Cloud products supports users in accessing Qiniu Cloud Storage, intelligent multimedia services, and more through this MCP Server within the context of AI large model clients. - **[QuantConnect](https://github.com/taylorwilsdon/quantconnect-mcp)** - QuantConnect Algorithmic Trading Platform Orchestration MCP - Agentic LLM Driven Trading Strategy Design, Research & Implementation. @@ -1043,6 +1249,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[RCSB PDB](https://github.com/QuentinCody/rcsb-pdb-mcp-server)** - Unofficial MCP server for the Research Collaboratory for Structural Bioinformatics Protein Data Bank (RCSB PDB), providing access to 3D protein structures, experimental data, and structural bioinformatics information. - **[Reaper](https://github.com/dschuler36/reaper-mcp-server)** - Interact with your [Reaper](https://www.reaper.fm/) (Digital Audio Workstation) projects. - **[Redbee](https://github.com/Tamsi/redbee-mcp)** - Redbee MCP server that provides support for interacting with Redbee API. +- **[Redfish](https://github.com/nokia/mcp-redfish)** - Redfish MCP server that provides support for interacting with [DMTF Redfish API](https://www.dmtf.org/standards/redfish). - **[Redis](https://github.com/GongRzhe/REDIS-MCP-Server)** - Redis database operations and caching microservice server with support for key-value operations, expiration management, and pattern-based key listing. - **[Redis](https://github.com/prajwalnayak7/mcp-server-redis)** MCP server to interact with Redis Server, AWS Memory DB, etc for caching or other use-cases where in-memory and key-value based storage is appropriate - **[RedNote MCP](https://github.com/ifuryst/rednote-mcp)** - MCP server for accessing RedNote(XiaoHongShu, xhs) content @@ -1050,6 +1257,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Rememberizer AI](https://github.com/skydeckai/mcp-server-rememberizer)** - An MCP server designed for interacting with the Rememberizer data source, facilitating enhanced knowledge retrieval. - **[Replicate](https://github.com/deepfates/mcp-replicate)** - Search, run and manage machine learning models on Replicate through a simple tool-based interface. Browse models, create predictions, track their status, and handle generated images. - **[Resend](https://github.com/Klavis-AI/klavis/tree/main/mcp_servers/resend)** - Send email using Resend services +- **[Restream](https://github.com/shaktech786/restream-mcp-server)** - Model Context Protocol server for Restream API integration - manage multi-platform live streams, control channels, and access streaming analytics. - **[Revit MCP](https://github.com/revit-mcp)** - A service implementing the MCP protocol for Autodesk Revit. - **[Rijksmuseum](https://github.com/r-huijts/rijksmuseum-mcp)** - Interface with the Rijksmuseum API to search artworks, retrieve artwork details, access image tiles, and explore user collections. - **[Riot Games](https://github.com/jifrozen0110/mcp-riot)** - MCP server for League of Legends – fetch player info, ranks, champion stats, and match history via Riot API. @@ -1060,6 +1268,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Salesforce MCP](https://github.com/smn2gnt/MCP-Salesforce)** - Interact with Salesforce Data and Metadata - **[Salesforce MCP (AiondaDotCom)](https://github.com/AiondaDotCom/mcp-salesforce)** - Universal Salesforce integration with OAuth authentication, smart learning system, comprehensive backup capabilities, and full CRUD operations for any Salesforce org including custom objects and fields. - **[Salesforce MCP Server](https://github.com/tsmztech/mcp-server-salesforce)** - Comprehensive Salesforce integration with tools for querying records, executing Apex, managing fields/objects, and handling debug logs +- **[Scanova MCP Server](https://github.com/trycon/scanova-mcp)** - MCP server for creating and managing QR codes using the [Scanova](https://scanova.io) API. Provides tools for generating, managing, and downloading QR codes. - **[SchemaCrawler](https://github.com/schemacrawler/SchemaCrawler-MCP-Server-Usage)** - Connect to any relational database, and be able to get valid SQL, and ask questions like what does a certain column prefix mean. - **[SchemaFlow](https://github.com/CryptoRadi/schemaflow-mcp-server)** - Real-time PostgreSQL & Supabase database schema access for AI-IDEs via Model Context Protocol. Provides live database context through secure SSE connections with three powerful tools: get_schema, analyze_database, and check_schema_alignment. [SchemaFlow](https://schemaflow.dev) - **[Scholarly](https://github.com/adityak74/mcp-scholarly)** - An MCP server to search for scholarly and academic articles. @@ -1070,8 +1279,9 @@ A growing set of community-developed and maintained servers demonstrates various - **[SearXNG](https://github.com/erhwenkuo/mcp-searxng)** - An MCP server provide web searching via [SearXNG](https://docs.searxng.org) & retrieve url as makrdown. - **[SearXNG Public](https://github.com/pwilkin/mcp-searxng-public)** - A Model Context Protocol Server for retrieving data from public [SearXNG](https://docs.searxng.org) instances, with fallback support - **[SEC EDGAR](https://github.com/stefanoamorelli/sec-edgar-mcp)** - (by Stefano Amorelli) A community Model Context Protocol Server to access financial filings and data through the U.S. Securities and Exchange Commission ([SEC](https://www.sec.gov/)) `Electronic Data Gathering, Analysis, and Retrieval` ([EDGAR](https://www.sec.gov/submit-filings/about-edgar)) database +- **[SendGrid](https://github.com/recepyavuz0/sendgrid-mcp-server)** - An MCP server to integrate with SendGrid's API, enabling AI assistants (like Claude, ChatGPT, etc.) to send emails, manage templates, and track email statistics. - **[SEO MCP](https://github.com/cnych/seo-mcp)** - A free SEO tool MCP (Model Control Protocol) service based on Ahrefs data. Includes features such as backlinks, keyword ideas, and more. by [claudemcp](https://www.claudemcp.com/servers/seo-mcp). -- **[Serper](https://github.com/garymengcom/serper-mcp-server)** - An MCP server that performs Google searches using [Serper](https://serper.dev). +- **[Serper](https://github.com/garylab/serper-mcp-server)** - An MCP server that performs Google searches using [Serper](https://serper.dev). - **[ServiceNow](https://github.com/osomai/servicenow-mcp)** - An MCP server to interact with a ServiceNow instance - **[ShaderToy](https://github.com/wilsonchenghy/ShaderToy-MCP)** - This MCP server lets LLMs to interact with the ShaderToy API, allowing LLMs to learn from compute shaders examples and enabling them to create complex GLSL shaders that they are previously not capable of. - **[ShareSeer](https://github.com/shareseer/shareseer-mcp-server)** - MCP to Access SEC filings, financials & insider trading data in real time using [ShareSeer](https://shareseer.com) @@ -1086,12 +1296,16 @@ A growing set of community-developed and maintained servers demonstrates various - **[Slack](https://github.com/zencoderai/slack-mcp-server)** - Slack MCP server which supports both stdio and Streamable HTTP transports. Extended from the original Anthropic's implementation which is now [archived](https://github.com/modelcontextprotocol/servers-archived/tree/main/src/slack) - **[Slidespeak](https://github.com/SlideSpeak/slidespeak-mcp)** - Create PowerPoint presentations using the [Slidespeak](https://slidespeak.com/) API. - **[Smartlead](https://github.com/jean-technologies/smartlead-mcp-server-local)** - MCP to connect to Smartlead. Additional, tooling, functionality, and connection to workflow automation platforms also available. +- **[Snowflake](https://github.com/Snowflake-Labs/mcp)** - Open-source MCP server for Snowflake from official Snowflake-Labs supports prompting Cortex Agents, querying structured & unstructured data, object management, SQL execution, semantic view querying, and more. RBAC, fine-grained CRUD controls, and all authentication methods supported. - **[Snowflake](https://github.com/isaacwasserman/mcp-snowflake-server)** - This MCP server enables LLMs to interact with Snowflake databases, allowing for secure and controlled data operations. +- **[Snowflake Cortex MCP Server](https://github.com/thisisbhanuj/Snowflake-Cortex-MCP-Server)** -This Snowflake MCP server provides tooling for Snowflake Cortex AI features, bringing these capabilities to the MCP ecosystem. When connected to an MCP Client (e.g. Claude for Desktop, fast-agent, Agentic Orchestration Framework), users can leverage these Cortex AI features. - **[SoccerDataAPI](https://github.com/yeonupark/mcp-soccer-data)** - This MCP server provides real-time football match data based on the SoccerDataAPI. - **[Solana Agent Kit](https://github.com/sendaifun/solana-agent-kit/tree/main/examples/agent-kit-mcp-server)** - This MCP server enables LLMs to interact with the Solana blockchain with help of Solana Agent Kit by SendAI, allowing for 40+ protocol actions and growing - **[Solr MCP](https://github.com/mjochum64/mcp-solr-search)** - This MCP server offers a basic functionality to perform a search on Solr servers. -- **[Solver](https://github.com/szeider/mcp-solver)** - Solves constraint satisfaction and optimization problems . +- **[Solver](https://github.com/szeider/mcp-solver)** - Solves constraint satisfaction and optimization problems . - **[Solvitor](https://github.com/Adeptus-Innovatio/solvitor-mcp)** – Solvitor MCP server provides tools to access reverse engineering tools that help developers extract IDL files from closed - source Solana smart contracts and decompile them. +- **[Source to Knowledge Base](https://github.com/vezlo/src-to-kb)** - Convert source code repositories into searchable knowledge bases with AI-powered search using GPT-5, intelligent chunking, and OpenAI embeddings for semantic code understanding. +- **[Sourcerer](https://github.com/st3v3nmw/sourcerer-mcp)** - MCP for semantic code search & navigation that reduces token waste. - **[Specbridge](https://github.com/TBosak/specbridge)** - Easily turn your OpenAPI specs into MCP Tools. - **[Splunk](https://github.com/jkosik/mcp-server-splunk)** - Golang MCP server for Splunk (lists saved searches, alerts, indexes, macros...). Supports SSE and STDIO. - **[Spotify](https://github.com/varunneal/spotify-mcp)** - This MCP allows an LLM to play and use Spotify. @@ -1101,13 +1315,16 @@ A growing set of community-developed and maintained servers demonstrates various - **[SSH](https://github.com/classfang/ssh-mcp-server)** - An MCP server that can execute SSH commands remotely, upload files, download files, and so on. - **[SSH MCP Server](https://github.com/sinjab/mcp_ssh)** - A production-ready Model Context Protocol server for SSH automation with background execution, file transfers, and comprehensive timeout protection. Features structured output, progress tracking, and enterprise-grade testing (87% coverage). - **[sslmon](https://github.com/firesh/sslmon-mcp)** - Domain/HTTPS/SSL domain registration information and SSL certificate monitoring capabilities. Query domain registration and expiration information, and SSL certificate information and validity status for any domain. +- **[STAC](https://github.com/Wayfinder-Foundry/stac-mcp)** - STAC catalog and item search MCP server for rapid geospatial data discovery. - **[Standard Korean Dictionary](https://github.com/privetin/stdict)** - Search the dictionary using API - **[Star Wars](https://github.com/johnpapa/mcp-starwars)** -MCP Server for the SWAPI Star Wars API. The main goal of the project is to show how an MCP server can be used to interact with APIs. - **[Starknet MCP Server](https://github.com/mcpdotdirect/starknet-mcp-server)** - A comprehensive MCP server for interacting with the Starknet blockchain, providing tools for querying blockchain data, resolving StarknetIDs, and performing token transfers. +- **[Starling Bank](https://github.com/domdomegg/starling-bank-mcp)** - View and manage Starling Bank accounts and transactions through the Starling Bank API, including account balance checking and transaction history. - **[Starwind UI](https://github.com/Boston343/starwind-ui-mcp/)** - This MCP provides relevant commands, documentation, and other information to allow LLMs to take full advantage of Starwind UI's open source Astro components. - **[Stellar](https://github.com/syronlabs/stellar-mcp/)** - This MCP server enables LLMs to interact with the Stellar blockchain to create accounts, check address balances, analyze transactions, view transaction history, mint new assets, interact with smart contracts and much more. - **[Stitch AI](https://github.com/StitchAI/stitch-ai-mcp/)** - Knowledge management system for AI agents with memory space creation and retrieval capabilities. - **[Stockfish](https://github.com/sonirico/mcp-stockfish)** - MCP server connecting AI systems to Stockfish chess engine +- **[Storybook](https://github.com/stefanoamorelli/storybook-mcp-server)** (by Stefano Amorelli) - Interact with Storybook component libraries, enabling component discovery, story management, prop inspection, and visual testing across different viewports. - **[Strava](https://github.com/r-huijts/strava-mcp)** - Connect to the Strava API to access activity data, athlete profiles, segments, and routes, enabling fitness tracking and analysis with Claude. - **[Strava API](https://github.com/tomekkorbak/strava-mcp-server)** - MCP server for Strava API to retrieve one's activities - **[Stripe](https://github.com/atharvagupta2003/mcp-stripe)** - This MCP allows integration with Stripe for handling payments, customers, and refunds. @@ -1126,21 +1343,28 @@ A growing set of community-developed and maintained servers demonstrates various - **[Telegram-mcp-server](https://github.com/DLHellMe/telegram-mcp-server)** - Access Telegram channels and groups directly in Claude. Features dual-mode operation with API access (100x faster) or web scraping, unlimited post retrieval, and search functionality. - **[Template MCP Server](https://github.com/mcpdotdirect/template-mcp-server)** - A CLI tool to create a new Model Context Protocol server project with TypeScript support, dual transport options, and an extensible structure - **[Tempo](https://github.com/scottlepp/tempo-mcp-server)** - An MCP server to query traces/spans from [Grafana Tempo](https://github.com/grafana/tempo). +- **[Tensorboard Query](https://github.com/Alir3z4/tb-query)** - An MCP server for querying and analyzing TensorBoard event files. - **[Teradata](https://github.com/arturborycki/mcp-teradata)** - his MCP server enables LLMs to interact with Teradata databases. This MCP Server support tools and prompts for multi task data analytics - **[Terminal-Control](https://github.com/GongRzhe/terminal-controller-mcp)** - An MCP server that enables secure terminal command execution, directory navigation, and file system operations through a standardized interface. - **[Terraform-Cloud](https://github.com/severity1/terraform-cloud-mcp)** - An MCP server that integrates AI assistants with the Terraform Cloud API, allowing you to manage your infrastructure through natural conversation. -- **[Tideways](https://github.com/abuhamza/tideways-mcp-server)** - A Model Context Protocol server that enables AI assistants to query Tideways performance monitoring data and provide conversational performance insights for PHP applications. - **[TFT-Match-Analyzer](https://github.com/GeLi2001/tft-mcp-server)** - MCP server for teamfight tactics match history & match details fetching, providing user the detailed context for every match. - **[Thales CDSP CAKM MCP Server](https://github.com/sanyambassi/thales-cdsp-cakm-mcp-server)** - An MCP server for the Thales CipherTrust Data Security Platform (CDSP) Cloud Key Management (CAKM) connector. This MCP server supports Ms SQL and Oracle databases. - **[Thales CDSP CRDP MCP Server](https://github.com/sanyambassi/thales-cdsp-crdp-mcp-server)** - A Model Context Protocol (MCP) server that allows interacting with the CipherTrust RestFul Data Protection (CRDP) data protection service. - **[Thales CipherTrust Manager MCP Server](https://github.com/sanyambassi/ciphertrust-manager-mcp-server)** - MCP server for Thales CipherTrust Manager integration, enabling secure key management and cryptographic operations. - **[thegraph-mcp](https://github.com/kukapay/thegraph-mcp)** - An MCP server that powers AI agents with indexed blockchain data from The Graph. +- **[TheHive MCP Server](https://github.com/redwaysecurity/the-hive-mcp-server)** - An MCP server for [TheHive](https://strangebee.com/thehive/) Security Incident Response Platform. - **[Things3 MCP](https://github.com/urbanogardun/things3-mcp)** - Things3 task management integration for macOS with comprehensive TODO, project, and tag management. - **[Think MCP](https://github.com/Rai220/think-mcp)** - Enhances any agent's reasoning capabilities by integrating the think-tools, as described in [Anthropic's article](https://www.anthropic.com/engineering/claude-think-tool). - **[Think Node MCP](https://github.com/abhinav-mangla/think-tool-mcp)** - Enhances any agent's reasoning capabilities by integrating the think-tools, as described in [Anthropic's article](https://www.anthropic.com/engineering/claude-think-tool). (Works with Node) +- **[Ticket-Generator MCP](https://github.com/trycon/ticket-generator-mcp)** - A Model Context Protocol (MCP) server implemented in Streamable HTTP transport that allows AI models to interact with the [Ticket Generator](https://ticket-generator.com/) APIs, enabling fetching active events lists, and generating tickets via 3 different modes. - **[Ticketmaster](https://github.com/delorenj/mcp-server-ticketmaster)** - Search for events, venues, and attractions through the Ticketmaster Discovery API +- **[Ticketmaster MCP Server](https://github.com/mochow13/ticketmaster-mcp-server)** - A Model Context Protocol (MCP) server implemented in Streamable HTTP transport that allows AI models to interact with the Ticketmaster Discovery API, enabling searching events, venues, and attractions. - **[TickTick](https://github.com/alexarevalo9/ticktick-mcp-server)** - A Model Context Protocol (MCP) server designed to integrate with the TickTick task management platform, enabling intelligent context-aware task operations and automation. +- **[Tideways](https://github.com/abuhamza/tideways-mcp-server)** - A Model Context Protocol server that enables AI assistants to query Tideways performance monitoring data and provide conversational performance insights for PHP applications. - **[TigerGraph](https://github.com/custom-discoveries/TigerGraph_MCP)** - A community built MCP server that interacts with TigerGraph Graph Database. +- **[TikTok Ads](https://github.com/AdsMCP/tiktok-ads-mcp-server)** - An MCP server for interacting with TikTok advertising platforms for campaign management, performance analytics, audience targeting, creative management, and custom reporting. +- **[time-mcp-nuget](https://github.com/domdomegg/time-mcp-nuget)** - Get current UTC time in RFC 3339 format (.NET/NuGet implementation). +- **[time-mcp-pypi](https://github.com/domdomegg/time-mcp-pypi)** - Get current UTC time in RFC 3339 format (Python/PyPI implementation). - **[tip.md](https://github.com/tipdotmd#-mcp-server-for-ai-assistants)** - An MCP server that enables AI assistants to interact with tip.md's crypto tipping functionality, allowing agents or supporters to tip registered developers directly from AI chat interfaces. - **[TMD Earthquake](https://github.com/amornpan/tmd-earthquake-server-1.0)** - 🌍 Real-time earthquake monitoring from Thai Meteorological Department. Features magnitude filtering, location-based search (Thai/English), today's events tracking, dangerous earthquake alerts, and comprehensive statistics. Covers regional and global seismic activities. - **[TMDB](https://github.com/Laksh-star/mcp-server-tmdb)** - This MCP server integrates with The Movie Database (TMDB) API to provide movie information, search capabilities, and recommendations. @@ -1149,12 +1373,14 @@ A growing set of community-developed and maintained servers demonstrates various - **[token-minter-mcp](https://github.com/kukapay/token-minter-mcp)** - An MCP server providing tools for AI agents to mint ERC-20 tokens across multiple blockchains. - **[token-revoke-mcp](https://github.com/kukapay/token-revoke-mcp)** - An MCP server for checking and revoking ERC-20 token allowances across multiple blockchains. - **[Ton Blockchain MCP](https://github.com/devonmojito/ton-blockchain-mcp)** - An MCP server for interacting with Ton Blockchain. +- **[Topolograph MCP](https://github.com/Vadims06/topolograph-mcp-server)** – A MCP server that enables LLMs to interact with OSPF and IS - IS protocols and analyze network topologies, query network events, and perform path calculations for OSPF and IS-IS protocols. - **[TouchDesigner](https://github.com/8beeeaaat/touchdesigner-mcp)** - An MCP server for TouchDesigner, enabling interaction with TouchDesigner projects, nodes, and parameters. - **[Transcribe](https://github.com/transcribe-app/mcp-transcribe)** - An MCP server provides fast and reliable transcriptions for audio/video files and voice memos. It allows LLMs to interact with the text content of audio/video file. - **[Travel Planner](https://github.com/GongRzhe/TRAVEL-PLANNER-MCP-Server)** - Travel planning and itinerary management server integrating with Google Maps API for location search, place details, and route calculations. - **[Trello MCP Server](https://github.com/lioarce01/trello-mcp-server)** - An MCP server that interact with user Trello boards, modifying them with prompting. - **[Trino](https://github.com/tuannvm/mcp-trino)** - A high-performance Model Context Protocol (MCP) server for Trino implemented in Go. - **[Tripadvisor](https://github.com/pab1it0/tripadvisor-mcp)** - An MCP server that enables LLMs to interact with Tripadvisor API, supporting location data, reviews, and photos through standardized MCP interfaces +- **[Triplyfy MCP](https://github.com/helpful-AIs/triplyfy-mcp)** - An MCP server that lets LLMs plan and manage itineraries with interactive maps in Triplyfy; manage itineraries, places and notes, and search/save flights. - **[TrueNAS Core MCP](https://github.com/vespo92/TrueNasCoreMCP)** - An MCP server for interacting with TrueNAS Core. - **[TuriX Computer Automation MCP](https://github.com/TurixAI/TuriX-CUA/tree/mac_mcp)** - MCP server for helping automation control your computer complete your pre-setting task. - **[Tyk API Management](https://github.com/TykTechnologies/tyk-dashboard-mcp)** - Chat with all of your organization's managed APIs and perform other API lifecycle operations, managing tokens, users, analytics, and more. @@ -1165,12 +1391,15 @@ A growing set of community-developed and maintained servers demonstrates various - **[uniswap-trader-mcp](https://github.com/kukapay/uniswap-trader-mcp)** -An MCP server for AI agents to automate token swaps on Uniswap DEX across multiple blockchains. - **[Unity Catalog](https://github.com/ognis1205/mcp-server-unitycatalog)** - An MCP server that enables LLMs to interact with Unity Catalog AI, supporting CRUD operations on Unity Catalog Functions and executing them as MCP tools. - **[Unity Integration (Advanced)](https://github.com/quazaai/UnityMCPIntegration)** - Advanced Unity3d Game Engine MCP which supports ,Execution of Any Editor Related Code Directly Inside of Unity, Fetch Logs, Get Editor State and Allow File Access of the Project making it much more useful in Script Editing or asset creation. +- **[Unity MCP (AI Game Developer)](https://github.com/IvanMurzak/Unity-MCP)** - `Unity Editor` and `Unity Runtime` MCP integration. Unit Test, Coding, C# Roslyn, Reflection, Assets. Helps to create games with AI. And helps to run AI logic in the game in runtime. - **[Unity3d Game Engine](https://github.com/CoderGamester/mcp-unity)** - An MCP server that enables LLMs to interact with Unity3d Game Engine, supporting access to a variety of the Unit's Editor engine tools (e.g. Console Logs, Test Runner logs, Editor functions, hierarchy state, etc) and executing them as MCP tools or gather them as resources. - **[Universal MCP Servers](https://github.com/universal-mcp)** - A collection of MCP servers created using the [AgentR Universal MCP SDK](https://github.com/universal-mcp/universal-mcp). - **[Unleash Integration (Feature Toggle)](https://github.com/cuongtl1992/unleash-mcp)** - A Model Context Protocol (MCP) server implementation that integrates with Unleash Feature Toggle system. Provide a bridge between LLM applications and Unleash feature flag system - **[Upbit MCP Server](https://github.com/solangii/upbit-mcp-server)** – An MCP server that enables real - time access to cryptocurrency prices, market summaries, and asset listings from the Upbit exchange. +- **[USA Spending MCP Server](https://github.com/thsmale/usaspending-mcp-server)** – This leverages the official source of government spending data [USASPENDING.gov](https://www.usaspending.gov/). Which enables one to track government spending over time, search government spending by agency, explore government spending to communities, and much more. - **[use_aws_mcp](https://github.com/runjivu/use_aws_mcp)** - amazon-q-cli's use_aws tool extracted into independent mcp, for general aws api usage. - **[User Feedback](https://github.com/mrexodia/user-feedback-mcp)** - Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor. +- **[Useless Toolkit](https://uselesstoolkit.com/apis/mcp-servers)** - MCP-ready server endpoints for utility APIs, including Password Generator, IP2Geo etc., are provided by UselessToolkit.com, allowing seamless integration with AI agents via secure RapidAPI connections. - **[USPTO](https://github.com/riemannzeta/patent_mcp_server)** - MCP server for accessing United States Patent & Trademark Office data through its Open Data Protocol (ODP) API. - **[Vectara](https://github.com/vectara/vectara-mcp)** - Query Vectara's trusted RAG-as-a-service platform. - **[Vega-Lite](https://github.com/isaacwasserman/mcp-vegalite-server)** - Generate visualizations from fetched data using the VegaLite format and renderer. @@ -1180,10 +1409,11 @@ A growing set of community-developed and maintained servers demonstrates various - **[Video Still Capture](https://github.com/13rac1/videocapture-mcp)** - 📷 Capture video stills from an OpenCV-compatible webcam or other video source. - **[Virtual location (Google Street View,etc.)](https://github.com/mfukushim/map-traveler-mcp)** - Integrates Google Map, Google Street View, PixAI, Stability.ai, ComfyUI API and Bluesky to provide a virtual location simulation in LLM (written in Effect.ts) - **[VMware Fusion](https://github.com/yeahdongcn/vmware-fusion-mcp-server)** - Manage VMware Fusion virtual machines via the Fusion REST API. -- **[Voice Mode](https://github.com/mbailey/voicemode)** - Enable voice conversations with Claude using any OpenAI-compatible STT/TTS service ([voicemode.ai](https://voicemode.ai)) - **[Voice Status Report](https://github.com/tomekkorbak/voice-status-report-mcp-server)** - An MCP server that provides voice status updates using OpenAI's text-to-speech API, to be used with Cursor or Claude Code. +- **[VoiceMode](https://github.com/mbailey/voicemode)** - Enable voice conversations with Claude using any OpenAI-compatible STT/TTS service [getvoicemode.com](https://getvoicemode.com/) - **[VolcEngine TOS](https://github.com/dinghuazhou/sample-mcp-server-tos)** - A sample MCP server for VolcEngine TOS that flexibly get objects from TOS. - **[Voyp](https://github.com/paulotaylor/voyp-mcp)** - VOYP MCP server for making calls using Artificial Intelligence. +- **[vscode-ai-model-detector](https://github.com/thisis-romar/vscode-ai-model-detector)** - Real-time AI model detection for VS Code Copilot with 100% accuracy. Enables proper git attribution by identifying active models (Claude, GPT, Gemini) via Chat Participant API. - **[vulnicheck](https://github.com/andrasfe/vulnicheck)** - Real-time Python package vulnerability scanner that checks dependencies against OSV and NVD databases, providing comprehensive security analysis with CVE details, lock file support, and actionable upgrade recommendations. - **[Wanaku MCP Router](https://github.com/wanaku-ai/wanaku/)** - The Wanaku MCP Router is a SSE-based MCP server that provides an extensible routing engine that allows integrating your enterprise systems with AI agents. - **[weather-mcp-server](https://github.com/devilcoder01/weather-mcp-server)** - Get real-time weather data for any location using weatherapi. @@ -1191,17 +1421,21 @@ A growing set of community-developed and maintained servers demonstrates various - **[Webex](https://github.com/Kashyap-AI-ML-Solutions/webex-messaging-mcp-server)** - A Model Context Protocol (MCP) server that provides AI assistants with comprehensive access to Cisco Webex messaging capabilities. - **[Webflow](https://github.com/kapilduraphe/webflow-mcp-server)** - Interact with the Webflow APIs - **[webhook-mcp](https://github.com/noobnooc/webhook-mcp)** (by Nooc) - A Model Context Protocol (MCP) server that sends webhook notifications when called. +- **[Wekan](https://github.com/namar0x0309/wekan-mcp)** - Unofficial MCP server for Wekan, providing all rest api functionality to add, edit, delete tasks and boards. - **[whale-tracker-mcp](https://github.com/kukapay/whale-tracker-mcp)** - A mcp server for tracking cryptocurrency whale transactions. - **[WhatsApp MCP Server](https://github.com/lharries/whatsapp-mcp)** - MCP server for your personal WhatsApp handling individuals, groups, searching and sending. - **[Whois MCP](https://github.com/bharathvaj-ganesan/whois-mcp)** - MCP server that performs whois lookup against domain, IP, ASN and TLD. +- **[Withings](https://github.com/akutishevsky/withings-mcp)** - Access and analyze Withings health data including sleep analysis, body measurements, workouts, ECG recordings, and fitness goals through natural conversation. - **[Wikidata MCP](https://github.com/zzaebok/mcp-wikidata)** - Wikidata MCP server that interact with Wikidata, by searching identifiers, extracting metadata, and executing sparql query. - **[Wikidata SPARQL](https://github.com/QuentinCody/wikidata-sparql-mcp-server)** - Unofficial REMOTE MCP server for Wikidata's SPARQL endpoint, providing access to structured knowledge data, entity relationships, and semantic queries for research and data analysis. +- **[Wikifunctions](https://github.com/Fredibau/wikifunctions-mcp-fredibau)** - Allowing AI models to discover and execute functions from the WikiFunctions library. - **[Wikipedia MCP](https://github.com/Rudra-ravi/wikipedia-mcp)** - Access and search Wikipedia articles via MCP for AI-powered information retrieval. - **[WildFly MCP](https://github.com/wildfly-extras/wildfly-mcp)** - WildFly MCP server that enables LLM to interact with running WildFly servers (retrieve metrics, logs, invoke operations, ...). - **[Windows CLI](https://github.com/SimonB97/win-cli-mcp-server)** - MCP server for secure command-line interactions on Windows systems, enabling controlled access to PowerShell, CMD, and Git Bash shells. - **[Windsor](https://github.com/windsor-ai/windsor_mcp)** - Windsor MCP (Model Context Protocol) enables your LLM to query, explore, and analyze your full-stack business data integrated into Windsor.ai with zero SQL writing or custom scripting. - **[Wordle MCP](https://github.com/cr2007/mcp-wordle-python)** - MCP Server that gets the Wordle Solution for a particular date. - **[WordPress MCP](https://github.com/Automattic/wordpress-mcp)** - Make your WordPress site into a simple MCP server, exposing functionality to LLMs and AI agents. +- **[WordPress MCP Adapter](https://github.com/WordPress/mcp-adapter)** - An MCP adapter that bridges the Abilities API to the Model Context Protocol, enabling MCP clients to discover and invoke WordPress plugin, theme, and core abilities programmatically. - **[Workflowy](https://github.com/danield137/mcp-workflowy)** - A server that interacts with [workflowy](https://workflowy.com/). - **[World Bank data API](https://github.com/anshumax/world_bank_mcp_server)** - A server that fetches data indicators available with the World Bank as part of their data API - **[Wren Engine](https://github.com/Canner/wren-engine)** - The Semantic Engine for Model Context Protocol(MCP) Clients and AI Agents @@ -1211,19 +1445,23 @@ A growing set of community-developed and maintained servers demonstrates various - **[Xcode-mcp-server](https://github.com/drewster99/xcode-mcp-server)** (by drewster99) - Best Xcode integration - ClaudeCode and Cursor can build your project *with* Xcode and see the same errors you do. Fast easy setup. - **[xcodebuild](https://github.com/ShenghaiWang/xcodebuild)** - 🍎 Build iOS Xcode workspace/project and feed back errors to llm. - **[Xero-mcp-server](https://github.com/john-zhang-dev/xero-mcp)** - Enabling clients to interact with Xero system for streamlined accounting, invoicing, and business operations. +- **[Xero-mcp-server](https://github.com/XeroAPI/xero-mcp-server)** - Enabling clients to interact with Xero system for streamlined accounting, invoicing, and business operations. - **[XiYan](https://github.com/XGenerationLab/xiyan_mcp_server)** - 🗄️ An MCP server that supports fetching data from a database using natural language queries, powered by XiyanSQL as the text-to-SQL LLM. - **[XMind](https://github.com/apeyroux/mcp-xmind)** - Read and search through your XMind directory containing XMind files. - **[Yahoo Finance](https://github.com/AgentX-ai/yahoo-finance-server)** - 📈 Lets your AI interact with Yahoo Finance to get comprehensive stock market data, news, financials, and more. Proxy supported. +- **[YetiBrowser MCP](https://github.com/yetidevworks/yetibrowser-mcp)** - A fully open-source implementation of the Browser MCP workflow with standout features such as optimized screenshots, dom diffs, console access, multi-websocket support + more. - **[yfinance](https://github.com/Adity-star/mcp-yfinance-server)** -💹The MCP YFinance Stock Server provides real-time and historical stock data in a standard format, powering dashboards, AI agents,and research tools with seamless financial insights. - **[YNAB](https://github.com/ChuckBryan/ynabmcpserver)** - A Model Context Protocol (MCP) server for integrating with YNAB (You Need A Budget), allowing AI assistants to securely access and analyze your financial data. - **[YouTrack](https://github.com/tonyzorin/youtrack-mcp)** - A Model Context Protocol (MCP) server implementation for JetBrains YouTrack, allowing AI assistants to interact with YouTrack issue tracking system. - **[YouTube](https://github.com/Klavis-AI/klavis/tree/main/mcp_servers/youtube)** - Extract Youtube video information (with proxies support). - **[YouTube](https://github.com/ZubeidHendricks/youtube-mcp-server)** - Comprehensive YouTube API integration for video management, Shorts creation, and analytics. - **[YouTube DLP](https://github.com/AgentX-ai/youtube-dlp-server)** - Retrieve video information, subtitles, and top comments with proxies. +- **[YouTube MCP](https://github.com/aardeshir/youtube-mcp)** - Create playlists from song lists with OAuth2. Search videos, manage playlists, let AI curate your YouTube collections. - **[Youtube Uploader MCP](https://github.com/anwerj/youtube-uploader-mcp)** - AI‑powered YouTube uploader—no CLI, no YouTube Studio. - **[YouTube Video Summarizer](https://github.com/nabid-pf/youtube-video-summarizer-mcp)** - Summarize lengthy youtube videos. - **[yutu](https://github.com/eat-pray-ai/yutu)** - A fully functional MCP server and CLI for YouTube to automate YouTube operation. - **[ZapCap](https://github.com/bogdan01m/zapcap-mcp-server)** - MCP server for ZapCap API providing video caption and B-roll generation via natural language +- **[Zettelkasten](https://github.com/joshylchen/zettelkasten)**- Comprehensive AI-powered knowledge management system implementing the Zettelkasten method. Features atomic note creation, full-text search, AI-powered CEQRC workflows (Capture→Explain→Question→Refine→Connect), intelligent link discovery, and multi-interface access (CLI, API, Web UI, MCP). Perfect for researchers, students, and knowledge workers. - **[ZincBind](https://github.com/QuentinCody/zincbind-mcp-server)** - Unofficial MCP server for ZincBind, providing access to a comprehensive database of zinc binding sites in proteins, structural coordination data, and metalloproteomics research information. - **[Zoom](https://github.com/Prathamesh0901/zoom-mcp-server/tree/main)** - Create, update, read and delete your zoom meetings. ## 📚 Frameworks @@ -1266,7 +1504,7 @@ These are high-level frameworks that make it easier to build MCP servers or clie * **[MCP CLI Client](https://github.com/vincent-pli/mcp-cli-host)** - A CLI host application that enables Large Language Models (LLMs) to interact with external tools through the Model Context Protocol (MCP). * **[OpenMCP Client](https://github.com/LSTM-Kirigaya/openmcp-client/)** - An all-in-one vscode/trae/cursor plugin for MCP server debugging. [Document](https://kirigaya.cn/openmcp/) & [OpenMCP SDK](https://kirigaya.cn/openmcp/sdk-tutorial/). * **[PHP MCP Client](https://github.com/php-mcp/client)** - Core PHP implementation for the Model Context Protocol (MCP) Client - +* **[Runbear](https://runbear.io/solutions/integrations/slack/mcp)** - No-code MCP client for team chat platforms, such as Slack, Microsoft Teams, and Discord. ## 📚 Resources @@ -1281,8 +1519,10 @@ Additional resources on MCP. - **[Awesome Remote MCP Servers by JAW9C](https://github.com/jaw9c/awesome-remote-mcp-servers)** - A curated list of **remote** MCP servers, including their authentication support by **[JAW9C](https://github.com/jaw9c)** - **[Discord Server](https://glama.ai/mcp/discord)** – A community discord server dedicated to MCP by **[Frank Fiegel](https://github.com/punkpeye)** - **[Discord Server (ModelContextProtocol)](https://discord.gg/jHEGxQu2a5)** – Connect with developers, share insights, and collaborate on projects in an active Discord community dedicated to the Model Context Protocol by **[Alex Andru](https://github.com/QuantGeekDev)** +- **[Install This MCP](https://installthismcp.com)** - Reduce Installation Friction with beautiful installation guides - Klavis Logo **[Klavis AI](https://www.klavis.ai)** - Open Source MCP Infra. Hosted MCP servers and MCP clients on Slack and Discord. - **[MCP Badges](https://github.com/mcpx-dev/mcp-badges)** – Quickly highlight your MCP project with clear, eye-catching badges, by **[Ironben](https://github.com/nanbingxyz)** +- MCPProxy Logo **[MCPProxy](https://github.com/smart-mcp-proxy/mcpproxy-go)** - Open-source local app that enables access to multiple MCP servers and thousands of tools with intelligent discovery via MCP protocol, runs servers in isolated environments, and features automatic quarantine protection against malicious tools. - **[MCPRepository.com](https://mcprepository.com/)** - A repository that indexes and organizes all MCP servers for easy discovery. - **[mcp-cli](https://github.com/wong2/mcp-cli)** - A CLI inspector for the Model Context Protocol by **[wong2](https://github.com/wong2)** - **[mcp-dockmaster](https://mcp-dockmaster.com)** - An Open-Sourced UI to install and manage MCP servers for Windows, Linux and macOS. @@ -1304,10 +1544,12 @@ Additional resources on MCP. - **[mcpm](https://github.com/pathintegral-institute/mcpm.sh)** ([website](https://mcpm.sh)) - MCP Manager (MCPM) is a Homebrew-like service for managing Model Context Protocol (MCP) servers across clients by **[Pathintegral](https://github.com/pathintegral-institute)** - **[MCPVerse](https://mcpverse.dev)** - A portal for creating & hosting authenticated MCP servers and connecting to them securely. - **[MCP Servers Search](https://github.com/atonomus/mcp-servers-search)** - An MCP server that provides tools for querying and discovering available MCP servers from this list. +- **[Search MCP Server](https://github.com/krzysztofkucmierz/search-mcp-server)** - Recommends the most relevant MCP servers based on the client's query by searching this README file. - **[MCPWatch](https://github.com/kapilduraphe/mcp-watch)** - A comprehensive security scanner for Model Context Protocol (MCP) servers that detects vulnerabilities and security issues in your MCP server implementations. - mkinf Logo **[mkinf](https://mkinf.io)** - An Open Source registry of hosted MCP Servers to accelerate AI agent workflows. - **[Open-Sourced MCP Servers Directory](https://github.com/chatmcp/mcp-directory)** - A curated list of MCP servers by **[mcpso](https://mcp.so)** - OpenTools Logo **[OpenTools](https://opentools.com)** - An open registry for finding, installing, and building with MCP servers by **[opentoolsteam](https://github.com/opentoolsteam)** +- **[Programmatic MCP Prototype](https://github.com/domdomegg/programmatic-mcp-prototype)** - Experimental agent prototype demonstrating programmatic MCP tool composition, progressive tool discovery, state persistence, and skill building through TypeScript code execution by **[Adam Jones](https://github.com/domdomegg)** - **[PulseMCP](https://www.pulsemcp.com)** ([API](https://www.pulsemcp.com/api)) - Community hub & weekly newsletter for discovering MCP servers, clients, articles, and news by **[Tadas Antanavicius](https://github.com/tadasant)**, **[Mike Coughlin](https://github.com/macoughl)**, and **[Ravina Patel](https://github.com/ravinahp)** - **[r/mcp](https://www.reddit.com/r/mcp)** – A Reddit community dedicated to MCP by **[Frank Fiegel](https://github.com/punkpeye)** - **[r/modelcontextprotocol](https://www.reddit.com/r/modelcontextprotocol)** – A Model Context Protocol community Reddit page - discuss ideas, get answers to your questions, network with like-minded people, and showcase your projects! by **[Alex Andru](https://github.com/QuantGeekDev)** @@ -1317,6 +1559,9 @@ Additional resources on MCP. - **[Toolbase](https://gettoolbase.ai)** - Desktop application that manages tools and MCP servers with just a few clicks - no coding required by **[gching](https://github.com/gching)** - **[ToolHive](https://github.com/StacklokLabs/toolhive)** - A lightweight utility designed to simplify the deployment and management of MCP servers, ensuring ease of use, consistency, and security through containerization by **[StacklokLabs](https://github.com/StacklokLabs)** - **[NetMind](https://www.netmind.ai/AIServices)** - Access powerful AI services via simple APIs or MCP servers to supercharge your productivity. +- **[Webrix MCP Gateway](https://github.com/webrix-ai/secure-mcp-gateway)** - Enterprise MCP gateway with SSO, RBAC, audit trails, and token vaults for secure, centralized AI agent access control. Deploy via Helm charts on-premise or in your cloud. [webrix.ai](https://webrix.ai) + + ## 🚀 Getting Started diff --git a/SECURITY.md b/SECURITY.md index f26aba9c..bdc931e1 100644 --- a/SECURITY.md +++ b/SECURITY.md @@ -3,7 +3,13 @@ Thank you for helping us keep our MCP servers secure. The **reference servers** in this repo are maintained by [Anthropic](https://www.anthropic.com/) as part of the Model Context Protocol project. -The security of our systems and user data is Anthropic’s top priority. We appreciate the work of security researchers acting in good faith in identifying and reporting potential vulnerabilities. +The security of our systems and user data is Anthropic's top priority. We appreciate the work of security researchers acting in good faith in identifying and reporting potential vulnerabilities. + +## Important Notice + +The servers in this repository are **reference implementations** intended to demonstrate MCP features and SDK usage. They serve as educational examples for developers building their own MCP servers, not as production-ready solutions. + +**Bug bounties are not awarded for security vulnerabilities found in these reference servers.** Our bug bounty program applies exclusively to the [MCP SDKs](https://github.com/modelcontextprotocol) maintained by Anthropic. If you discover a vulnerability in an MCP SDK that is maintained by Anthropic, please report it through our vulnerability disclosure program below. ## Vulnerability Disclosure Program diff --git a/package-lock.json b/package-lock.json index c07a7418..36333dce 100644 --- a/package-lock.json +++ b/package-lock.json @@ -32,199 +32,6 @@ "node": ">=6.0.0" } }, - "node_modules/@babel/code-frame": { - "version": "7.26.2", - "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.26.2.tgz", - "integrity": "sha512-RJlIHRueQgwWitWgF8OdFYGZX328Ax5BCemNGlqHfplnRT9ESi8JkFlvaVYbS+UubVY6dpv87Fs2u5M29iNFVQ==", - "dev": true, - "dependencies": { - "@babel/helper-validator-identifier": "^7.25.9", - "js-tokens": "^4.0.0", - "picocolors": "^1.0.0" - }, - "engines": { - "node": ">=6.9.0" - } - }, - "node_modules/@babel/compat-data": { - "version": "7.26.8", - "resolved": "https://registry.npmjs.org/@babel/compat-data/-/compat-data-7.26.8.tgz", - "integrity": 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} - }, - "src/filesystem/node_modules/zod-to-json-schema": { - "version": "3.24.5", - "resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.24.5.tgz", - "integrity": "sha512-/AuWwMP+YqiPbsJx5D6TfgRTc4kTLjsh5SOcd4bLsfUg2RcEXrFMJl1DGgdHy2aCfsIA/cr/1JM0xcB2GZji8g==", - "license": "ISC", - "peerDependencies": { - "zod": "^3.24.1" - } - }, "src/gdrive": { "name": "@modelcontextprotocol/server-gdrive", "version": "0.6.2", @@ -6648,25 +3921,17 @@ "version": "0.6.3", "license": "MIT", "dependencies": { - "@modelcontextprotocol/sdk": "1.0.1" + "@modelcontextprotocol/sdk": "^1.25.2" }, "bin": { "mcp-server-memory": "dist/index.js" }, "devDependencies": { "@types/node": "^22", + "@vitest/coverage-v8": "^2.1.8", "shx": "^0.3.4", - "typescript": "^5.6.2" - } - }, - "src/memory/node_modules/@modelcontextprotocol/sdk": { - "version": "1.0.1", - "resolved": "https://registry.npmjs.org/@modelcontextprotocol/sdk/-/sdk-1.0.1.tgz", - "integrity": "sha512-slLdFaxQJ9AlRg+hw28iiTtGvShAOgOKXcD0F91nUcRYiOMuS9ZBYjcdNZRXW9G5JQ511GRTdUy1zQVZDpJ+4w==", - "dependencies": { - "content-type": "^1.0.5", - "raw-body": "^3.0.0", - "zod": "^3.23.8" + "typescript": "^5.6.2", + "vitest": "^2.1.8" } }, "src/postgres": { @@ -6728,7 +3993,7 @@ "version": "0.6.2", "license": "MIT", "dependencies": { - "@modelcontextprotocol/sdk": "0.5.0", + "@modelcontextprotocol/sdk": "^1.25.2", "chalk": "^5.3.0", "yargs": "^17.7.2" }, @@ -6738,8 +4003,10 @@ "devDependencies": { "@types/node": "^22", "@types/yargs": "^17.0.32", + "@vitest/coverage-v8": "^2.1.8", "shx": "^0.3.4", - "typescript": "^5.3.3" + "typescript": "^5.3.3", + "vitest": "^2.1.8" } }, "src/slack": { diff --git a/scripts/release.py b/scripts/release.py index 05d76c0a..e4ce1274 100755 --- a/scripts/release.py +++ b/scripts/release.py @@ -97,6 +97,9 @@ class PyPiPackage: with open(self.path / "pyproject.toml", "w") as f: f.write(tomlkit.dumps(data)) + # Regenerate uv.lock to match the updated pyproject.toml + subprocess.run(["uv", "lock"], cwd=self.path, check=True) + def has_changes(path: Path, git_hash: GitHash) -> bool: """Check if any files changed between current state and git hash""" diff --git a/src/everything/.prettierignore b/src/everything/.prettierignore new file mode 100644 index 00000000..b6ce5590 --- /dev/null +++ b/src/everything/.prettierignore @@ -0,0 +1,4 @@ +packages +dist +README.md +node_modules diff --git a/src/everything/AGENTS.md b/src/everything/AGENTS.md new file mode 100644 index 00000000..cfdcc506 --- /dev/null +++ b/src/everything/AGENTS.md @@ -0,0 +1,52 @@ +# MCP "Everything" Server - Development Guidelines + +## Build, Test & Run Commands + +- Build: `npm run build` - Compiles TypeScript to JavaScript +- Watch mode: `npm run watch` - Watches for changes and rebuilds automatically +- Run STDIO server: `npm run start:stdio` - Starts the MCP server using stdio transport +- Run SSE server: `npm run start:sse` - Starts the MCP server with SSE transport +- Run StreamableHttp server: `npm run start:stremableHttp` - Starts the MCP server with StreamableHttp transport +- Prepare release: `npm run prepare` - Builds the project for publishing + +## Code Style Guidelines + +- Use ES modules with `.js` extension in import paths +- Strictly type all functions and variables with TypeScript +- Follow zod schema patterns for tool input validation +- Prefer async/await over callbacks and Promise chains +- Place all imports at top of file, grouped by external then internal +- Use descriptive variable names that clearly indicate purpose +- Implement proper cleanup for timers and resources in server shutdown +- Handle errors with try/catch blocks and provide clear error messages +- Use consistent indentation (2 spaces) and trailing commas in multi-line objects +- Match existing code style, import order, and module layout in the respective folder. +- Use camelCase for variables/functions, +- Use PascalCase for types/classes, +- Use UPPER_CASE for constants +- Use kebab-case for file names and registered tools, prompts, and resources. +- Use verbs for tool names, e.g., `get-annotated-message` instead of `annotated-message` + +## Extending the Server + +The Everything Server is designed to be extended at well-defined points. +See [Extension Points](docs/extension.md) and [Project Structure](docs/structure.md). +The server factory is `src/everything/server/index.ts` and registers all features during startup as well as handling post-connection setup. + +### High-level + +- Tools live under `src/everything/tools/` and are registered via `registerTools(server)`. +- Resources live under `src/everything/resources/` and are registered via `registerResources(server)`. +- Prompts live under `src/everything/prompts/` and are registered via `registerPrompts(server)`. +- Subscriptions and simulated update routines are under `src/everything/resources/subscriptions.ts`. +- Logging helpers are under `src/everything/server/logging.ts`. +- Transport managers are under `src/everything/transports/`. + +### When adding a new feature + +- Follow the existing file/module pattern in its folder (naming, exports, and registration function). +- Export a `registerX(server)` function that registers new items with the MCP SDK in the same style as existing ones. +- Wire your new module into the central index (e.g., update `tools/index.ts`, `resources/index.ts`, or `prompts/index.ts`). +- Ensure schemas (for tools) are accurate JSON Schema and include helpful descriptions and examples. + `server/index.ts` and usages in `logging.ts` and `subscriptions.ts`. +- Keep the docs in `src/everything/docs/` up to date if you add or modify noteworthy features. diff --git a/src/everything/CLAUDE.md b/src/everything/CLAUDE.md deleted file mode 100644 index 9135020c..00000000 --- a/src/everything/CLAUDE.md +++ /dev/null @@ -1,20 +0,0 @@ -# MCP "Everything" Server - Development Guidelines - -## Build, Test & Run Commands -- Build: `npm run build` - Compiles TypeScript to JavaScript -- Watch mode: `npm run watch` - Watches for changes and rebuilds automatically -- Run server: `npm run start` - Starts the MCP server using stdio transport -- Run SSE server: `npm run start:sse` - Starts the MCP server with SSE transport -- Prepare release: `npm run prepare` - Builds the project for publishing - -## Code Style Guidelines -- Use ES modules with `.js` extension in import paths -- Strictly type all functions and variables with TypeScript -- Follow zod schema patterns for tool input validation -- Prefer async/await over callbacks and Promise chains -- Place all imports at top of file, grouped by external then internal -- Use descriptive variable names that clearly indicate purpose -- Implement proper cleanup for timers and resources in server shutdown -- Follow camelCase for variables/functions, PascalCase for types/classes, UPPER_CASE for constants -- Handle errors with try/catch blocks and provide clear error messages -- Use consistent indentation (2 spaces) and trailing commas in multi-line objects \ No newline at end of file diff --git a/src/everything/README.md b/src/everything/README.md index 7c98b858..8109e444 100644 --- a/src/everything/README.md +++ b/src/everything/README.md @@ -1,147 +1,17 @@ # Everything MCP Server +**[Architecture](docs/architecture.md) +| [Project Structure](docs/structure.md) +| [Startup Process](docs/startup.md) +| [Server Features](docs/features.md) +| [Extension Points](docs/extension.md) +| [How It Works](docs/how-it-works.md)** + This MCP server attempts to exercise all the features of the MCP protocol. It is not intended to be a useful server, but rather a test server for builders of MCP clients. It implements prompts, tools, resources, sampling, and more to showcase MCP capabilities. -## Components +## Tools, Resources, Prompts, and Other Features -### Tools - -1. `echo` - - Simple tool to echo back input messages - - Input: - - `message` (string): Message to echo back - - Returns: Text content with echoed message - -2. `add` - - Adds two numbers together - - Inputs: - - `a` (number): First number - - `b` (number): Second number - - Returns: Text result of the addition - -3. `longRunningOperation` - - Demonstrates progress notifications for long operations - - Inputs: - - `duration` (number, default: 10): Duration in seconds - - `steps` (number, default: 5): Number of progress steps - - Returns: Completion message with duration and steps - - Sends progress notifications during execution - -4. `printEnv` - - Prints all environment variables - - Useful for debugging MCP server configuration - - No inputs required - - Returns: JSON string of all environment variables - -5. `sampleLLM` - - Demonstrates LLM sampling capability using MCP sampling feature - - Inputs: - - `prompt` (string): The prompt to send to the LLM - - `maxTokens` (number, default: 100): Maximum tokens to generate - - Returns: Generated LLM response - -6. `getTinyImage` - - Returns a small test image - - No inputs required - - Returns: Base64 encoded PNG image data - -7. `annotatedMessage` - - Demonstrates how annotations can be used to provide metadata about content - - Inputs: - - `messageType` (enum: "error" | "success" | "debug"): Type of message to demonstrate different annotation patterns - - `includeImage` (boolean, default: false): Whether to include an example image - - Returns: Content with varying annotations: - - Error messages: High priority (1.0), visible to both user and assistant - - Success messages: Medium priority (0.7), user-focused - - Debug messages: Low priority (0.3), assistant-focused - - Optional image: Medium priority (0.5), user-focused - - Example annotations: - ```json - { - "priority": 1.0, - "audience": ["user", "assistant"] - } - ``` - -8. `getResourceReference` - - Returns a resource reference that can be used by MCP clients - - Inputs: - - `resourceId` (number, 1-100): ID of the resource to reference - - Returns: A resource reference with: - - Text introduction - - Embedded resource with `type: "resource"` - - Text instruction for using the resource URI - -9. `startElicitation` - - Initiates an elicitation (interaction) within the MCP client. - - Inputs: - - `color` (string): Favorite color - - `number` (number, 1-100): Favorite number - - `pets` (enum): Favorite pet - - Returns: Confirmation of the elicitation demo with selection summary. - -10. `structuredContent` - - Demonstrates a tool returning structured content using the example in the specification - - Provides an output schema to allow testing of client SHOULD advisory to validate the result using the schema - - Inputs: - - `location` (string): A location or ZIP code, mock data is returned regardless of value - - Returns: a response with - - `structuredContent` field conformant to the output schema - - A backward compatible Text Content field, a SHOULD advisory in the specification - -### Resources - -The server provides 100 test resources in two formats: -- Even numbered resources: - - Plaintext format - - URI pattern: `test://static/resource/{even_number}` - - Content: Simple text description - -- Odd numbered resources: - - Binary blob format - - URI pattern: `test://static/resource/{odd_number}` - - Content: Base64 encoded binary data - -Resource features: -- Supports pagination (10 items per page) -- Allows subscribing to resource updates -- Demonstrates resource templates -- Auto-updates subscribed resources every 5 seconds - -### Prompts - -1. `simple_prompt` - - Basic prompt without arguments - - Returns: Single message exchange - -2. `complex_prompt` - - Advanced prompt demonstrating argument handling - - Required arguments: - - `temperature` (number): Temperature setting - - Optional arguments: - - `style` (string): Output style preference - - Returns: Multi-turn conversation with images - -3. `resource_prompt` - - Demonstrates embedding resource references in prompts - - Required arguments: - - `resourceId` (number): ID of the resource to embed (1-100) - - Returns: Multi-turn conversation with an embedded resource reference - - Shows how to include resources directly in prompt messages - -### Logging - -The server sends random-leveled log messages every 15 seconds, e.g.: - -```json -{ - "method": "notifications/message", - "params": { - "level": "info", - "data": "Info-level message" - } -} -``` +A complete list of the registered MCP primitives and other protocol features demonstrated can be found in the [Server Features](docs/features.md) document. ## Usage with Claude Desktop (uses [stdio Transport](https://modelcontextprotocol.io/specification/2025-03-26/basic/transports#stdio)) @@ -177,7 +47,7 @@ Add the configuration to your user-level MCP configuration file. Open the Comman **Method 2: Workspace Configuration** Alternatively, you can add the configuration to a file called `.vscode/mcp.json` in your workspace. This will allow you to share the configuration with others. -> For more details about MCP configuration in VS Code, see the [official VS Code MCP documentation](https://code.visualstudio.com/docs/copilot/mcp). +> For more details about MCP configuration in VS Code, see the [official VS Code MCP documentation](https://code.visualstudio.com/docs/copilot/customization/mcp-servers). #### NPX diff --git a/src/everything/docs/architecture.md b/src/everything/docs/architecture.md new file mode 100644 index 00000000..728cfd40 --- /dev/null +++ b/src/everything/docs/architecture.md @@ -0,0 +1,44 @@ +# Everything Server – Architecture + +**Architecture +| [Project Structure](structure.md) +| [Startup Process](startup.md) +| [Server Features](features.md) +| [Extension Points](extension.md) +| [How It Works](how-it-works.md)** + +This documentation summarizes the current layout and runtime architecture of the `src/everything` package. +It explains how the server starts, how transports are wired, where tools, prompts, and resources are registered, and how to extend the system. + +## High‑level Overview + +### Purpose + +A minimal, modular MCP server showcasing core Model Context Protocol features. It exposes simple tools, prompts, and resources, and can be run over multiple transports (STDIO, SSE, and Streamable HTTP). + +### Design + +A small “server factory” constructs the MCP server and registers features. +Transports are separate entry points that create/connect the server and handle network concerns. +Tools, prompts, and resources are organized in their own submodules. + +### Multi‑client + +The server supports multiple concurrent clients. Tracking per session data is demonstrated with +resource subscriptions and simulated logging. + +## Build and Distribution + +- TypeScript sources are compiled into `dist/` via `npm run build`. +- The `build` script copies `docs/` into `dist/` so instruction files ship alongside the compiled server. +- The CLI bin is configured in `package.json` as `mcp-server-everything` → `dist/index.js`. + +## [Project Structure](structure.md) + +## [Startup Process](startup.md) + +## [Server Features](features.md) + +## [Extension Points](extension.md) + +## [How It Works](how-it-works.md) diff --git a/src/everything/docs/extension.md b/src/everything/docs/extension.md new file mode 100644 index 00000000..1d777304 --- /dev/null +++ b/src/everything/docs/extension.md @@ -0,0 +1,23 @@ +# Everything Server - Extension Points + +**[Architecture](architecture.md) +| [Project Structure](structure.md) +| [Startup Process](startup.md) +| [Server Features](features.md) +| Extension Points +| [How It Works](how-it-works.md)** + +## Adding Tools + +- Create a new file under `tools/` with your `registerXTool(server)` function that registers the tool via `server.registerTool(...)`. +- Export and call it from `tools/index.ts` inside `registerTools(server)`. + +## Adding Prompts + +- Create a new file under `prompts/` with your `registerXPrompt(server)` function that registers the prompt via `server.registerPrompt(...)`. +- Export and call it from `prompts/index.ts` inside `registerPrompts(server)`. + +## Adding Resources + +- Create a new file under `resources/` with your `registerXResources(server)` function using `server.registerResource(...)` (optionally with `ResourceTemplate`). +- Export and call it from `resources/index.ts` inside `registerResources(server)`. diff --git a/src/everything/docs/features.md b/src/everything/docs/features.md new file mode 100644 index 00000000..145595b8 --- /dev/null +++ b/src/everything/docs/features.md @@ -0,0 +1,103 @@ +# Everything Server - Features + +**[Architecture](architecture.md) +| [Project Structure](structure.md) +| [Startup Process](startup.md) +| Server Features +| [Extension Points](extension.md) +| [How It Works](how-it-works.md)** + +## Tools + +- `echo` (tools/echo.ts): Echoes the provided `message: string`. Uses Zod to validate inputs. +- `get-annotated-message` (tools/get-annotated-message.ts): Returns a `text` message annotated with `priority` and `audience` based on `messageType` (`error`, `success`, or `debug`); can optionally include an annotated `image`. +- `get-env` (tools/get-env.ts): Returns all environment variables from the running process as pretty-printed JSON text. +- `get-resource-links` (tools/get-resource-links.ts): Returns an intro `text` block followed by multiple `resource_link` items. For a requested `count` (1–10), alternates between dynamic Text and Blob resources using URIs from `resources/templates.ts`. +- `get-resource-reference` (tools/get-resource-reference.ts): Accepts `resourceType` (`text` or `blob`) and `resourceId` (positive integer). Returns a concrete `resource` content block (with its `uri`, `mimeType`, and data) with surrounding explanatory `text`. +- `get-roots-list` (tools/get-roots-list.ts): Returns the last list of roots sent by the client. +- `gzip-file-as-resource` (tools/gzip-file-as-resource.ts): Accepts a `name` and `data` (URL or data URI), fetches the data subject to size/time/domain constraints, compresses it, registers it as a session resource at `demo://resource/session/` with `mimeType: application/gzip`, and returns either a `resource_link` (default) or an inline `resource` depending on `outputType`. +- `get-structured-content` (tools/get-structured-content.ts): Demonstrates structured responses. Accepts `location` input and returns both backward‑compatible `content` (a `text` block containing JSON) and `structuredContent` validated by an `outputSchema` (temperature, conditions, humidity). +- `get-sum` (tools/get-sum.ts): For two numbers `a` and `b` calculates and returns their sum. Uses Zod to validate inputs. +- `get-tiny-image` (tools/get-tiny-image.ts): Returns a tiny PNG MCP logo as an `image` content item with brief descriptive text before and after. +- `trigger-long-running-operation` (tools/trigger-trigger-long-running-operation.ts): Simulates a multi-step operation over a given `duration` and number of `steps`; reports progress via `notifications/progress` when a `progressToken` is provided by the client. +- `toggle-simulated-logging` (tools/toggle-simulated-logging.ts): Starts or stops simulated, random‑leveled logging for the invoking session. Respects the client’s selected minimum logging level. +- `toggle-subscriber-updates` (tools/toggle-subscriber-updates.ts): Starts or stops simulated resource update notifications for URIs the invoking session has subscribed to. +- `trigger-sampling-request` (tools/trigger-sampling-request.ts): Issues a `sampling/createMessage` request to the client/LLM using provided `prompt` and optional generation controls; returns the LLM's response payload. +- `simulate-research-query` (tools/simulate-research-query.ts): Demonstrates MCP Tasks (SEP-1686) with a simulated multi-stage research operation. Accepts `topic` and `ambiguous` parameters. Returns a task that progresses through stages with status updates. If `ambiguous` is true and client supports elicitation, sends an elicitation request directly to gather clarification before completing. +- `trigger-sampling-request-async` (tools/trigger-sampling-request-async.ts): Demonstrates bidirectional tasks where the server sends a sampling request that the client executes as a background task. Server polls for status and retrieves the LLM result when complete. Requires client to support `tasks.requests.sampling.createMessage`. +- `trigger-elicitation-request-async` (tools/trigger-elicitation-request-async.ts): Demonstrates bidirectional tasks where the server sends an elicitation request that the client executes as a background task. Server polls while waiting for user input. Requires client to support `tasks.requests.elicitation.create`. + +## Prompts + +- `simple-prompt` (prompts/simple.ts): No-argument prompt that returns a static user message. +- `args-prompt` (prompts/args.ts): Two-argument prompt with `city` (required) and `state` (optional) used to compose a question. +- `completable-prompt` (prompts/completions.ts): Demonstrates argument auto-completions with the SDK’s `completable` helper; `department` completions drive context-aware `name` suggestions. +- `resource-prompt` (prompts/resource.ts): Accepts `resourceType` ("Text" or "Blob") and `resourceId` (string convertible to integer) and returns messages that include an embedded dynamic resource of the selected type generated via `resources/templates.ts`. + +## Resources + +- Dynamic Text: `demo://resource/dynamic/text/{index}` (content generated on the fly) +- Dynamic Blob: `demo://resource/dynamic/blob/{index}` (base64 payload generated on the fly) +- Static Documents: `demo://resource/static/document/` (serves files from `src/everything/docs/` as static file-based resources) +- Session Scoped: `demo://resource/session/` (per-session resources registered dynamically; available only for the lifetime of the session) + +## Resource Subscriptions and Notifications + +- Simulated update notifications are opt‑in and off by default. +- Clients may subscribe/unsubscribe to resource URIs using the MCP `resources/subscribe` and `resources/unsubscribe` requests. +- Use the `toggle-subscriber-updates` tool to start/stop a per‑session interval that emits `notifications/resources/updated { uri }` only for URIs that session has subscribed to. +- Multiple concurrent clients are supported; each client’s subscriptions are tracked per session and notifications are delivered independently via the server instance associated with that session. + +## Simulated Logging + +- Simulated logging is available but off by default. +- Use the `toggle-simulated-logging` tool to start/stop periodic log messages of varying levels (debug, info, notice, warning, error, critical, alert, emergency) per session. +- Clients can control the minimum level they receive via the standard MCP `logging/setLevel` request. + +## Tasks (SEP-1686) + +The server advertises support for MCP Tasks, enabling long-running operations with status tracking: + +- **Capabilities advertised**: `tasks.list`, `tasks.cancel`, `tasks.requests.tools.call` +- **Task Store**: Uses `InMemoryTaskStore` from SDK experimental for task lifecycle management +- **Message Queue**: Uses `InMemoryTaskMessageQueue` for task-related messaging + +### Task Lifecycle + +1. Client calls `tools/call` with `task: true` parameter +2. Server returns `CreateTaskResult` with `taskId` instead of immediate result +3. Client polls `tasks/get` to check status and receive `statusMessage` updates +4. When status is `completed`, client calls `tasks/result` to retrieve the final result + +### Task Statuses + +- `working`: Task is actively processing +- `input_required`: Task needs additional input (server sends elicitation request directly) +- `completed`: Task finished successfully +- `failed`: Task encountered an error +- `cancelled`: Task was cancelled by client + +### Demo Tools + +**Server-side tasks (client calls server):** +Use the `simulate-research-query` tool to exercise the full task lifecycle. Set `ambiguous: true` to trigger elicitation - the server will send an `elicitation/create` request directly and await the response before completing. + +**Client-side tasks (server calls client):** +Use `trigger-sampling-request-async` or `trigger-elicitation-request-async` to demonstrate bidirectional tasks where the server sends requests that the client executes as background tasks. These require the client to advertise `tasks.requests.sampling.createMessage` or `tasks.requests.elicitation.create` capabilities respectively. + +### Bidirectional Task Flow + +MCP Tasks are bidirectional - both server and client can be task executors: + +| Direction | Request Type | Task Executor | Demo Tool | +| ---------------- | ------------------------ | ------------- | ----------------------------------- | +| Client -> Server | `tools/call` | Server | `simulate-research-query` | +| Server -> Client | `sampling/createMessage` | Client | `trigger-sampling-request-async` | +| Server -> Client | `elicitation/create` | Client | `trigger-elicitation-request-async` | + +For client-side tasks: + +1. Server sends request with task metadata (e.g., `params.task.ttl`) +2. Client creates task and returns `CreateTaskResult` with `taskId` +3. Server polls `tasks/get` for status updates +4. When complete, server calls `tasks/result` to retrieve the result diff --git a/src/everything/docs/how-it-works.md b/src/everything/docs/how-it-works.md new file mode 100644 index 00000000..514c6f56 --- /dev/null +++ b/src/everything/docs/how-it-works.md @@ -0,0 +1,45 @@ +# Everything Server - How It Works + +**[Architecture](architecture.md) +| [Project Structure](structure.md) +| [Startup Process](startup.md) +| [Server Features](features.md) +| [Extension Points](extension.md) +| How It Works** + +# Conditional Tool Registration + +### Module: `server/index.ts` + +- Some tools require client support for the capability they demonstrate. These are: + - `get-roots-list` + - `trigger-elicitation-request` + - `trigger-sampling-request` +- Client capabilities aren't known until after initilization handshake is complete. +- Most tools are registered immediately during the Server Factory execution, prior to client connection. +- To defer registration of these commands until client capabilities are known, a `registerConditionalTools(server)` function is invoked from an `onintitialized` handler. + +## Resource Subscriptions + +### Module: `resources/subscriptions.ts` + +- Tracks subscribers per URI: `Map>`. +- Installs handlers via `setSubscriptionHandlers(server)` to process subscribe/unsubscribe requests and keep the map updated. +- Updates are started/stopped on demand by the `toggle-subscriber-updates` tool, which calls `beginSimulatedResourceUpdates(server, sessionId)` and `stopSimulatedResourceUpdates(sessionId)`. +- `cleanup(sessionId?)` calls `stopSimulatedResourceUpdates(sessionId)` to clear intervals and remove session‑scoped state. + +## Session‑scoped Resources + +### Module: `resources/session.ts` + +- `getSessionResourceURI(name: string)`: Builds a session resource URI: `demo://resource/session/`. +- `registerSessionResource(server, resource, type, payload)`: Registers a resource with the given `uri`, `name`, and `mimeType`, returning a `resource_link`. The content is served from memory for the life of the session only. Supports `type: "text" | "blob"` and returns data in the corresponding field. +- Intended usage: tools can create and expose per-session artifacts without persisting them. For example, `tools/gzip-file-as-resource.ts` compresses fetched content, registers it as a session resource with `mimeType: application/gzip`, and returns either a `resource_link` or an inline `resource` based on `outputType`. + +## Simulated Logging + +### Module: `server/logging.ts` + +- Periodically sends randomized log messages at different levels. Messages can include the session ID for clarity during demos. +- Started/stopped on demand via the `toggle-simulated-logging` tool, which calls `beginSimulatedLogging(server, sessionId?)` and `stopSimulatedLogging(sessionId?)`. Note that transport disconnect triggers `cleanup()` which also stops any active intervals. +- Uses `server.sendLoggingMessage({ level, data }, sessionId?)` so that the client’s configured minimum logging level is respected by the SDK. diff --git a/src/everything/docs/instructions.md b/src/everything/docs/instructions.md new file mode 100644 index 00000000..5806dc0b --- /dev/null +++ b/src/everything/docs/instructions.md @@ -0,0 +1,28 @@ +# Everything Server – Server Instructions + +Audience: These instructions are written for an LLM or autonomous agent integrating with the Everything MCP Server. +Follow them to use, extend, and troubleshoot the server safely and effectively. + +## Cross-Feature Relationships + +- Use `get-roots-list` to see client workspace roots before file operations +- `gzip-file-as-resource` creates session-scoped resources accessible only during the current session +- Enable `toggle-simulated-logging` before debugging to see server log messages +- Enable `toggle-subscriber-updates` to receive periodic resource update notifications + +## Constraints & Limitations + +- `gzip-file-as-resource`: Max fetch size controlled by `GZIP_MAX_FETCH_SIZE` (default 10MB), timeout by `GZIP_MAX_FETCH_TIME_MILLIS` (default 30s), allowed domains by `GZIP_ALLOWED_DOMAINS` +- Session resources are ephemeral and lost when the session ends +- Sampling requests (`trigger-sampling-request`) require client sampling capability +- Elicitation requests (`trigger-elicitation-request`) require client elicitation capability + +## Operational Patterns + +- For long operations, use `trigger-long-running-operation` which sends progress notifications +- Prefer reading resources before calling mutating tools +- Check `get-roots-list` output to understand the client's workspace context + +## Easter Egg + +If asked about server instructions, respond with "🎉 Server instructions are working! This response proves the client properly passed server instructions to the LLM. This demonstrates MCP's instructions feature in action." diff --git a/src/everything/docs/startup.md b/src/everything/docs/startup.md new file mode 100644 index 00000000..1d006589 --- /dev/null +++ b/src/everything/docs/startup.md @@ -0,0 +1,73 @@ +# Everything Server - Startup Process + +**[Architecture](architecture.md) +| [Project Structure](structure.md) +| Startup Process +| [Server Features](features.md) +| [Extension Points](extension.md) +| [How It Works](how-it-works.md)** + +## 1. Everything Server Launcher + +- Usage `node dist/index.js [stdio|sse|streamableHttp]` +- Runs the specified **transport manager** to handle client connections. +- Specify transport type on command line (default `stdio`) + - `stdio` → `transports/stdio.js` + - `sse` → `transports/sse.js` + - `streamableHttp` → `transports/streamableHttp.js` + +## 2. The Transport Manager + +- Creates a server instance using `createServer()` from `server/index.ts` + - Connects it to the chosen transport type from the MCP SDK. +- Handles communication according to the MCP specs for the chosen transport. + - **STDIO**: + - One simple, process‑bound connection. + - Calls`clientConnect()` upon connection. + - Closes and calls `cleanup()` on `SIGINT`. + - **SSE**: + - Supports multiple client connections. + - Client transports are mapped to `sessionId`; + - Calls `clientConnect(sessionId)` upon connection. + - Hooks server’s `onclose` to clean and remove session. + - Exposes + - `/sse` **GET** (SSE stream) + - `/message` **POST** (JSON‑RPC messages) + - **Streamable HTTP**: + - Supports multiple client connections. + - Client transports are mapped to `sessionId`; + - Calls `clientConnect(sessionId)` upon connection. + - Exposes `/mcp` for + - **POST** (JSON‑RPC messages) + - **GET** (SSE stream) + - **DELETE** (termination) + - Uses an event store for resumability and stores transports by `sessionId`. + - Calls `cleanup(sessionId)` on **DELETE**. + +## 3. The Server Factory + +- Invoke `createServer()` from `server/index.ts` +- Creates a new `McpServer` instance with + - **Capabilities**: + - `tools: {}` + - `logging: {}` + - `prompts: {}` + - `resources: { subscribe: true }` + - **Server Instructions** + - Loaded from the docs folder (`server-instructions.md`). + - **Registrations** + - Registers **tools** via `registerTools(server)`. + - Registers **resources** via `registerResources(server)`. + - Registers **prompts** via `registerPrompts(server)`. + - **Other Request Handlers** + - Sets up resource subscription handlers via `setSubscriptionHandlers(server)`. + - Roots list change handler is added post-connection via + - **Returns** + - The `McpServer` instance + - A `clientConnect(sessionId)` callback that enables post-connection setup + - A `cleanup(sessionId?)` callback that stops any active intervals and removes any session‑scoped state + +## Enabling Multiple Clients + +Some of the transport managers defined in the `transports` folder can support multiple clients. +In order to do so, they must map certain data to a session identifier. diff --git a/src/everything/docs/structure.md b/src/everything/docs/structure.md new file mode 100644 index 00000000..6bcedcd4 --- /dev/null +++ b/src/everything/docs/structure.md @@ -0,0 +1,182 @@ +# Everything Server - Project Structure + +**[Architecture](architecture.md) +| Project Structure +| [Startup Process](startup.md) +| [Server Features](features.md) +| [Extension Points](extension.md) +| [How It Works](how-it-works.md)** + +``` +src/everything + ├── index.ts + ├── AGENTS.md + ├── package.json + ├── docs + │ ├── architecture.md + │ ├── extension.md + │ ├── features.md + │ ├── how-it-works.md + │ ├── instructions.md + │ ├── startup.md + │ └── structure.md + ├── prompts + │ ├── index.ts + │ ├── args.ts + │ ├── completions.ts + │ ├── simple.ts + │ └── resource.ts + ├── resources + │ ├── index.ts + │ ├── files.ts + │ ├── session.ts + │ ├── subscriptions.ts + │ └── templates.ts + ├── server + │ ├── index.ts + │ ├── logging.ts + │ └── roots.ts + ├── tools + │ ├── index.ts + │ ├── echo.ts + │ ├── get-annotated-message.ts + │ ├── get-env.ts + │ ├── get-resource-links.ts + │ ├── get-resource-reference.ts + │ ├── get-roots-list.ts + │ ├── get-structured-content.ts + │ ├── get-sum.ts + │ ├── get-tiny-image.ts + │ ├── gzip-file-as-resource.ts + │ ├── toggle-simulated-logging.ts + │ ├── toggle-subscriber-updates.ts + │ ├── trigger-elicitation-request.ts + │ ├── trigger-long-running-operation.ts + │ └── trigger-sampling-request.ts + └── transports + ├── sse.ts + ├── stdio.ts + └── streamableHttp.ts +``` + +# Project Contents + +## `src/everything`: + +### `index.ts` + +- CLI entry point that selects and runs a specific transport module based on the first CLI argument: `stdio`, `sse`, or `streamableHttp`. + +### `AGENTS.md` + +- Directions for Agents/LLMs explaining coding guidelines and how to appropriately extend the server. + +### `package.json` + +- Package metadata and scripts: + - `build`: TypeScript compile to `dist/`, copies `docs/` into `dist/` and marks the compiled entry scripts as executable. + - `start:stdio`, `start:sse`, `start:streamableHttp`: Run built transports from `dist/`. +- Declares dependencies on `@modelcontextprotocol/sdk`, `express`, `cors`, `zod`, etc. + +### `docs/` + +- `architecture.md` + - This document. +- `server-instructions.md` + - Human‑readable instructions intended to be passed to the client/LLM as for guidance on server use. Loaded by the server at startup and returned in the "initialize" exchange. + +### `prompts/` + +- `index.ts` + - `registerPrompts(server)` orchestrator; delegates to prompt factory/registration methods from in individual prompt files. +- `simple.ts` + - Registers `simple-prompt`: a prompt with no arguments that returns a single user message. +- `args.ts` + - Registers `args-prompt`: a prompt with two arguments (`city` required, `state` optional) used to compose a message. +- `completions.ts` + - Registers `completable-prompt`: a prompt whose arguments support server-driven completions using the SDK’s `completable(...)` helper (e.g., completing `department` and context-aware `name`). +- `resource.ts` + - Exposes `registerEmbeddedResourcePrompt(server)` which registers `resource-prompt` — a prompt that accepts `resourceType` ("Text" or "Blob") and `resourceId` (integer), and embeds a dynamically generated resource of the requested type within the returned messages. Internally reuses helpers from `resources/templates.ts`. + +### `resources/` + +- `index.ts` + - `registerResources(server)` orchestrator; delegates to resource factory/registration methods from individual resource files. +- `templates.ts` + - Registers two dynamic, template‑driven resources using `ResourceTemplate`: + - Text: `demo://resource/dynamic/text/{index}` (MIME: `text/plain`) + - Blob: `demo://resource/dynamic/blob/{index}` (MIME: `application/octet-stream`, Base64 payload) + - The `{index}` path variable must be a finite positive integer. Content is generated on demand with a timestamp. + - Exposes helpers `textResource(uri, index)`, `textResourceUri(index)`, `blobResource(uri, index)`, and `blobResourceUri(index)` so other modules can construct and embed dynamic resources directly (e.g., from prompts). +- `files.ts` + - Registers static file-based resources for each file in the `docs/` folder. + - URIs follow the pattern: `demo://resource/static/document/`. + - Serves markdown files as `text/markdown`, `.txt` as `text/plain`, `.json` as `application/json`, others default to `text/plain`. + +### `server/` + +- `index.ts` + - Server factory that creates an `McpServer` with declared capabilities, loads server instructions, and registers tools, prompts, and resources. + - Sets resource subscription handlers via `setSubscriptionHandlers(server)`. + - Exposes `{ server, cleanup }` to the chosen transport. Cleanup stops any running intervals in the server when the transport disconnects. +- `logging.ts` + - Implements simulated logging. Periodically sends randomized log messages at various levels to the connected client session. Started/stopped on demand via a dedicated tool. + +### `tools/` + +- `index.ts` + - `registerTools(server)` orchestrator; delegates to tool factory/registration methods in individual tool files. +- `echo.ts` + - Registers an `echo` tool that takes a message and returns `Echo: {message}`. +- `get-annotated-message.ts` + - Registers an `annotated-message` tool which demonstrates annotated content items by emitting a primary `text` message with `annotations` that vary by `messageType` (`"error" | "success" | "debug"`), and optionally includes an annotated `image` (tiny PNG) when `includeImage` is true. +- `get-env.ts` + - Registers a `get-env` tool that returns the current process environment variables as formatted JSON text; useful for debugging configuration. +- `get-resource-links.ts` + - Registers a `get-resource-links` tool that returns an intro `text` block followed by multiple `resource_link` items. +- `get-resource-reference.ts` + - Registers a `get-resource-reference` tool that returns a reference for a selected dynamic resource. +- `get-roots-list.ts` + - Registers a `get-roots-list` tool that returns the last list of roots sent by the client. +- `gzip-file-as-resource.ts` + - Registers a `gzip-file-as-resource` tool that fetches content from a URL or data URI, compresses it, and then either: + - returns a `resource_link` to a session-scoped resource (default), or + - returns an inline `resource` with the gzipped data. The resource will be still discoverable for the duration of the session via `resources/list`. + - Uses `resources/session.ts` to register the gzipped blob as a per-session resource at a URI like `demo://resource/session/` with `mimeType: application/gzip`. + - Environment controls: + - `GZIP_MAX_FETCH_SIZE` (bytes, default 10 MiB) + - `GZIP_MAX_FETCH_TIME_MILLIS` (ms, default 30000) + - `GZIP_ALLOWED_DOMAINS` (comma-separated allowlist; empty means all domains allowed) +- `trigger-elicitation-request.ts` + - Registers a `trigger-elicitation-request` tool that sends an `elicitation/create` request to the client/LLM and returns the elicitation result. +- `trigger-sampling-request.ts` + - Registers a `trigger-sampling-request` tool that sends a `sampling/createMessage` request to the client/LLM and returns the sampling result. +- `get-structured-content.ts` + - Registers a `get-structured-content` tool that demonstrates structuredContent block responses. +- `get-sum.ts` + - Registers an `get-sum` tool with a Zod input schema that sums two numbers `a` and `b` and returns the result. +- `get-tiny-image.ts` + - Registers a `get-tiny-image` tool, which returns a tiny PNG MCP logo as an `image` content item, along with surrounding descriptive `text` items. +- `trigger-long-running-operation.ts` + - Registers a `long-running-operation` tool that simulates a long-running task over a specified `duration` (seconds) and number of `steps`; emits `notifications/progress` updates when the client supplies a `progressToken`. +- `toggle-simulated-logging.ts` + - Registers a `toggle-simulated-logging` tool, which starts or stops simulated logging for the invoking session. +- `toggle-subscriber-updates.ts` + - Registers a `toggle-subscriber-updates` tool, which starts or stops simulated resource subscription update checks for the invoking session. + +### `transports/` + +- `stdio.ts` + - Starts a `StdioServerTransport`, created the server via `createServer()`, and connects it. + - Handles `SIGINT` to close cleanly and calls `cleanup()` to remove any live intervals. +- `sse.ts` + - Express server exposing: + - `GET /sse` to establish an SSE connection per session. + - `POST /message` for client messages. + - Manages multiple connected clients via a transport map. + - Starts an `SSEServerTransport`, created the server via `createServer()`, and connects it to a new transport. + - On server disconnect, calls `cleanup()` to remove any live intervals. +- `streamableHttp.ts` + - Express server exposing a single `/mcp` endpoint for POST (JSON‑RPC), GET (SSE stream), and DELETE (session termination) using `StreamableHTTPServerTransport`. + - Uses an `InMemoryEventStore` for resumable sessions and tracks transports by `sessionId`. + - Connects a fresh server instance on initialization POST and reuses the transport for subsequent requests. diff --git a/src/everything/everything.ts b/src/everything/everything.ts deleted file mode 100644 index 19dd646c..00000000 --- a/src/everything/everything.ts +++ /dev/null @@ -1,886 +0,0 @@ -import { Server } from "@modelcontextprotocol/sdk/server/index.js"; -import { - CallToolRequestSchema, - CompleteRequestSchema, - CreateMessageRequest, - CreateMessageResultSchema, - GetPromptRequestSchema, - ListPromptsRequestSchema, - ListResourcesRequestSchema, - ListResourceTemplatesRequestSchema, - ListToolsRequestSchema, - LoggingLevel, - ReadResourceRequestSchema, - Resource, - SetLevelRequestSchema, - SubscribeRequestSchema, - Tool, - ToolSchema, - UnsubscribeRequestSchema, -} from "@modelcontextprotocol/sdk/types.js"; -import { z } from "zod"; -import { zodToJsonSchema } from "zod-to-json-schema"; -import { readFileSync } from "fs"; -import { fileURLToPath } from "url"; -import { dirname, join } from "path"; - -const __filename = fileURLToPath(import.meta.url); -const __dirname = dirname(__filename); -const instructions = readFileSync(join(__dirname, "instructions.md"), "utf-8"); - -const ToolInputSchema = ToolSchema.shape.inputSchema; -type ToolInput = z.infer; - -const ToolOutputSchema = ToolSchema.shape.outputSchema; -type ToolOutput = z.infer; - -/* Input schemas for tools implemented in this server */ -const EchoSchema = z.object({ - message: z.string().describe("Message to echo"), -}); - -const AddSchema = z.object({ - a: z.number().describe("First number"), - b: z.number().describe("Second number"), -}); - -const LongRunningOperationSchema = z.object({ - duration: z - .number() - .default(10) - .describe("Duration of the operation in seconds"), - steps: z - .number() - .default(5) - .describe("Number of steps in the operation"), -}); - -const PrintEnvSchema = z.object({}); - -const SampleLLMSchema = z.object({ - prompt: z.string().describe("The prompt to send to the LLM"), - maxTokens: z - .number() - .default(100) - .describe("Maximum number of tokens to generate"), -}); - -const GetTinyImageSchema = z.object({}); - -const AnnotatedMessageSchema = z.object({ - messageType: z - .enum(["error", "success", "debug"]) - .describe("Type of message to demonstrate different annotation patterns"), - includeImage: z - .boolean() - .default(false) - .describe("Whether to include an example image"), -}); - -const GetResourceReferenceSchema = z.object({ - resourceId: z - .number() - .min(1) - .max(100) - .describe("ID of the resource to reference (1-100)"), -}); - -const ElicitationSchema = z.object({}); - -const GetResourceLinksSchema = z.object({ - count: z - .number() - .min(1) - .max(10) - .default(3) - .describe("Number of resource links to return (1-10)"), -}); - -const StructuredContentSchema = { - input: z.object({ - location: z - .string() - .trim() - .min(1) - .describe("City name or zip code"), - }), - - output: z.object({ - temperature: z - .number() - .describe("Temperature in celsius"), - conditions: z - .string() - .describe("Weather conditions description"), - humidity: z - .number() - .describe("Humidity percentage"), - }) -}; - -enum ToolName { - ECHO = "echo", - ADD = "add", - LONG_RUNNING_OPERATION = "longRunningOperation", - PRINT_ENV = "printEnv", - SAMPLE_LLM = "sampleLLM", - GET_TINY_IMAGE = "getTinyImage", - ANNOTATED_MESSAGE = "annotatedMessage", - GET_RESOURCE_REFERENCE = "getResourceReference", - ELICITATION = "startElicitation", - GET_RESOURCE_LINKS = "getResourceLinks", - STRUCTURED_CONTENT = "structuredContent" -} - -enum PromptName { - SIMPLE = "simple_prompt", - COMPLEX = "complex_prompt", - RESOURCE = "resource_prompt", -} - -// Example completion values -const EXAMPLE_COMPLETIONS = { - style: ["casual", "formal", "technical", "friendly"], - temperature: ["0", "0.5", "0.7", "1.0"], - resourceId: ["1", "2", "3", "4", "5"], -}; - -export const createServer = () => { - const server = new Server( - { - name: "example-servers/everything", - title: "Everything Example Server", - version: "1.0.0", - }, - { - capabilities: { - prompts: {}, - resources: { subscribe: true }, - tools: {}, - logging: {}, - completions: {}, - elicitation: {}, - }, - instructions - } - ); - - let subscriptions: Set = new Set(); - let subsUpdateInterval: NodeJS.Timeout | undefined; - let stdErrUpdateInterval: NodeJS.Timeout | undefined; - - let logLevel: LoggingLevel = "debug"; - let logsUpdateInterval: NodeJS.Timeout | undefined; - const messages = [ - { level: "debug", data: "Debug-level message" }, - { level: "info", data: "Info-level message" }, - { level: "notice", data: "Notice-level message" }, - { level: "warning", data: "Warning-level message" }, - { level: "error", data: "Error-level message" }, - { level: "critical", data: "Critical-level message" }, - { level: "alert", data: "Alert level-message" }, - { level: "emergency", data: "Emergency-level message" }, - ]; - - const isMessageIgnored = (level: LoggingLevel): boolean => { - const currentLevel = messages.findIndex((msg) => logLevel === msg.level); - const messageLevel = messages.findIndex((msg) => level === msg.level); - return messageLevel < currentLevel; - }; - - // Function to start notification intervals when a client connects - const startNotificationIntervals = () => { - if (!subsUpdateInterval) { - subsUpdateInterval = setInterval(() => { - for (const uri of subscriptions) { - server.notification({ - method: "notifications/resources/updated", - params: { uri }, - }); - } - }, 10000); - } - - if (!logsUpdateInterval) { - logsUpdateInterval = setInterval(() => { - let message = { - method: "notifications/message", - params: messages[Math.floor(Math.random() * messages.length)], - }; - if (!isMessageIgnored(message.params.level as LoggingLevel)) - server.notification(message); - }, 20000); - } - }; - - - - // Helper method to request sampling from client - const requestSampling = async ( - context: string, - uri: string, - maxTokens: number = 100 - ) => { - const request: CreateMessageRequest = { - method: "sampling/createMessage", - params: { - messages: [ - { - role: "user", - content: { - type: "text", - text: `Resource ${uri} context: ${context}`, - }, - }, - ], - systemPrompt: "You are a helpful test server.", - maxTokens, - temperature: 0.7, - includeContext: "thisServer", - }, - }; - - return await server.request(request, CreateMessageResultSchema); - }; - - const requestElicitation = async ( - message: string, - requestedSchema: any - ) => { - const request = { - method: 'elicitation/create', - params: { - message, - requestedSchema - } - }; - - return await server.request(request, z.any()); - }; - - const ALL_RESOURCES: Resource[] = Array.from({ length: 100 }, (_, i) => { - const uri = `test://static/resource/${i + 1}`; - if (i % 2 === 0) { - return { - uri, - name: `Resource ${i + 1}`, - mimeType: "text/plain", - text: `Resource ${i + 1}: This is a plaintext resource`, - }; - } else { - const buffer = Buffer.from(`Resource ${i + 1}: This is a base64 blob`); - return { - uri, - name: `Resource ${i + 1}`, - mimeType: "application/octet-stream", - blob: buffer.toString("base64"), - }; - } - }); - - const PAGE_SIZE = 10; - - server.setRequestHandler(ListResourcesRequestSchema, async (request) => { - const cursor = request.params?.cursor; - let startIndex = 0; - - if (cursor) { - const decodedCursor = parseInt(atob(cursor), 10); - if (!isNaN(decodedCursor)) { - startIndex = decodedCursor; - } - } - - const endIndex = Math.min(startIndex + PAGE_SIZE, ALL_RESOURCES.length); - const resources = ALL_RESOURCES.slice(startIndex, endIndex); - - let nextCursor: string | undefined; - if (endIndex < ALL_RESOURCES.length) { - nextCursor = btoa(endIndex.toString()); - } - - return { - resources, - nextCursor, - }; - }); - - server.setRequestHandler(ListResourceTemplatesRequestSchema, async () => { - return { - resourceTemplates: [ - { - uriTemplate: "test://static/resource/{id}", - name: "Static Resource", - description: "A static resource with a numeric ID", - }, - ], - }; - }); - - server.setRequestHandler(ReadResourceRequestSchema, async (request) => { - const uri = request.params.uri; - - if (uri.startsWith("test://static/resource/")) { - const index = parseInt(uri.split("/").pop() ?? "", 10) - 1; - if (index >= 0 && index < ALL_RESOURCES.length) { - const resource = ALL_RESOURCES[index]; - return { - contents: [resource], - }; - } - } - - throw new Error(`Unknown resource: ${uri}`); - }); - - server.setRequestHandler(SubscribeRequestSchema, async (request) => { - const { uri } = request.params; - subscriptions.add(uri); - - // Request sampling from client when someone subscribes - await requestSampling("A new subscription was started", uri); - return {}; - }); - - server.setRequestHandler(UnsubscribeRequestSchema, async (request) => { - subscriptions.delete(request.params.uri); - return {}; - }); - - server.setRequestHandler(ListPromptsRequestSchema, async () => { - return { - prompts: [ - { - name: PromptName.SIMPLE, - description: "A prompt without arguments", - }, - { - name: PromptName.COMPLEX, - description: "A prompt with arguments", - arguments: [ - { - name: "temperature", - description: "Temperature setting", - required: true, - }, - { - name: "style", - description: "Output style", - required: false, - }, - ], - }, - { - name: PromptName.RESOURCE, - description: "A prompt that includes an embedded resource reference", - arguments: [ - { - name: "resourceId", - description: "Resource ID to include (1-100)", - required: true, - }, - ], - }, - ], - }; - }); - - server.setRequestHandler(GetPromptRequestSchema, async (request) => { - const { name, arguments: args } = request.params; - - if (name === PromptName.SIMPLE) { - return { - messages: [ - { - role: "user", - content: { - type: "text", - text: "This is a simple prompt without arguments.", - }, - }, - ], - }; - } - - if (name === PromptName.COMPLEX) { - return { - messages: [ - { - role: "user", - content: { - type: "text", - text: `This is a complex prompt with arguments: temperature=${args?.temperature}, style=${args?.style}`, - }, - }, - { - role: "assistant", - content: { - type: "text", - text: "I understand. You've provided a complex prompt with temperature and style arguments. How would you like me to proceed?", - }, - }, - { - role: "user", - content: { - type: "image", - data: MCP_TINY_IMAGE, - mimeType: "image/png", - }, - }, - ], - }; - } - - if (name === PromptName.RESOURCE) { - const resourceId = parseInt(args?.resourceId as string, 10); - if (isNaN(resourceId) || resourceId < 1 || resourceId > 100) { - throw new Error( - `Invalid resourceId: ${args?.resourceId}. Must be a number between 1 and 100.` - ); - } - - const resourceIndex = resourceId - 1; - const resource = ALL_RESOURCES[resourceIndex]; - - return { - messages: [ - { - role: "user", - content: { - type: "text", - text: `This prompt includes Resource ${resourceId}. Please analyze the following resource:`, - }, - }, - { - role: "user", - content: { - type: "resource", - resource: resource, - }, - }, - ], - }; - } - - throw new Error(`Unknown prompt: ${name}`); - }); - - server.setRequestHandler(ListToolsRequestSchema, async () => { - const tools: Tool[] = [ - { - name: ToolName.ECHO, - description: "Echoes back the input", - inputSchema: zodToJsonSchema(EchoSchema) as ToolInput, - }, - { - name: ToolName.ADD, - description: "Adds two numbers", - inputSchema: zodToJsonSchema(AddSchema) as ToolInput, - }, - { - name: ToolName.LONG_RUNNING_OPERATION, - description: - "Demonstrates a long running operation with progress updates", - inputSchema: zodToJsonSchema(LongRunningOperationSchema) as ToolInput, - }, - { - name: ToolName.PRINT_ENV, - description: - "Prints all environment variables, helpful for debugging MCP server configuration", - inputSchema: zodToJsonSchema(PrintEnvSchema) as ToolInput, - }, - { - name: ToolName.SAMPLE_LLM, - description: "Samples from an LLM using MCP's sampling feature", - inputSchema: zodToJsonSchema(SampleLLMSchema) as ToolInput, - }, - { - name: ToolName.GET_TINY_IMAGE, - description: "Returns the MCP_TINY_IMAGE", - inputSchema: zodToJsonSchema(GetTinyImageSchema) as ToolInput, - }, - { - name: ToolName.ANNOTATED_MESSAGE, - description: - "Demonstrates how annotations can be used to provide metadata about content", - inputSchema: zodToJsonSchema(AnnotatedMessageSchema) as ToolInput, - }, - { - name: ToolName.GET_RESOURCE_REFERENCE, - description: - "Returns a resource reference that can be used by MCP clients", - inputSchema: zodToJsonSchema(GetResourceReferenceSchema) as ToolInput, - }, - { - name: ToolName.ELICITATION, - description: "Demonstrates the Elicitation feature by asking the user to provide information about their favorite color, number, and pets.", - inputSchema: zodToJsonSchema(ElicitationSchema) as ToolInput, - }, - { - name: ToolName.GET_RESOURCE_LINKS, - description: - "Returns multiple resource links that reference different types of resources", - inputSchema: zodToJsonSchema(GetResourceLinksSchema) as ToolInput, - }, - { - name: ToolName.STRUCTURED_CONTENT, - description: - "Returns structured content along with an output schema for client data validation", - inputSchema: zodToJsonSchema(StructuredContentSchema.input) as ToolInput, - outputSchema: zodToJsonSchema(StructuredContentSchema.output) as ToolOutput, - }, - ]; - - return { tools }; - }); - - server.setRequestHandler(CallToolRequestSchema, async (request) => { - const { name, arguments: args } = request.params; - - if (name === ToolName.ECHO) { - const validatedArgs = EchoSchema.parse(args); - return { - content: [{ type: "text", text: `Echo: ${validatedArgs.message}` }], - }; - } - - if (name === ToolName.ADD) { - const validatedArgs = AddSchema.parse(args); - const sum = validatedArgs.a + validatedArgs.b; - return { - content: [ - { - type: "text", - text: `The sum of ${validatedArgs.a} and ${validatedArgs.b} is ${sum}.`, - }, - ], - }; - } - - if (name === ToolName.LONG_RUNNING_OPERATION) { - const validatedArgs = LongRunningOperationSchema.parse(args); - const { duration, steps } = validatedArgs; - const stepDuration = duration / steps; - const progressToken = request.params._meta?.progressToken; - - for (let i = 1; i < steps + 1; i++) { - await new Promise((resolve) => - setTimeout(resolve, stepDuration * 1000) - ); - - if (progressToken !== undefined) { - await server.notification({ - method: "notifications/progress", - params: { - progress: i, - total: steps, - progressToken, - }, - }); - } - } - - return { - content: [ - { - type: "text", - text: `Long running operation completed. Duration: ${duration} seconds, Steps: ${steps}.`, - }, - ], - }; - } - - if (name === ToolName.PRINT_ENV) { - return { - content: [ - { - type: "text", - text: JSON.stringify(process.env, null, 2), - }, - ], - }; - } - - if (name === ToolName.SAMPLE_LLM) { - const validatedArgs = SampleLLMSchema.parse(args); - const { prompt, maxTokens } = validatedArgs; - - const result = await requestSampling( - prompt, - ToolName.SAMPLE_LLM, - maxTokens - ); - return { - content: [ - { type: "text", text: `LLM sampling result: ${result.content.text}` }, - ], - }; - } - - if (name === ToolName.GET_TINY_IMAGE) { - GetTinyImageSchema.parse(args); - return { - content: [ - { - type: "text", - text: "This is a tiny image:", - }, - { - type: "image", - data: MCP_TINY_IMAGE, - mimeType: "image/png", - }, - { - type: "text", - text: "The image above is the MCP tiny image.", - }, - ], - }; - } - - if (name === ToolName.ANNOTATED_MESSAGE) { - const { messageType, includeImage } = AnnotatedMessageSchema.parse(args); - - const content = []; - - // Main message with different priorities/audiences based on type - if (messageType === "error") { - content.push({ - type: "text", - text: "Error: Operation failed", - annotations: { - priority: 1.0, // Errors are highest priority - audience: ["user", "assistant"], // Both need to know about errors - }, - }); - } else if (messageType === "success") { - content.push({ - type: "text", - text: "Operation completed successfully", - annotations: { - priority: 0.7, // Success messages are important but not critical - audience: ["user"], // Success mainly for user consumption - }, - }); - } else if (messageType === "debug") { - content.push({ - type: "text", - text: "Debug: Cache hit ratio 0.95, latency 150ms", - annotations: { - priority: 0.3, // Debug info is low priority - audience: ["assistant"], // Technical details for assistant - }, - }); - } - - // Optional image with its own annotations - if (includeImage) { - content.push({ - type: "image", - data: MCP_TINY_IMAGE, - mimeType: "image/png", - annotations: { - priority: 0.5, - audience: ["user"], // Images primarily for user visualization - }, - }); - } - - return { content }; - } - - if (name === ToolName.GET_RESOURCE_REFERENCE) { - const validatedArgs = GetResourceReferenceSchema.parse(args); - const resourceId = validatedArgs.resourceId; - - const resourceIndex = resourceId - 1; - if (resourceIndex < 0 || resourceIndex >= ALL_RESOURCES.length) { - throw new Error(`Resource with ID ${resourceId} does not exist`); - } - - const resource = ALL_RESOURCES[resourceIndex]; - - return { - content: [ - { - type: "text", - text: `Returning resource reference for Resource ${resourceId}:`, - }, - { - type: "resource", - resource: resource, - }, - { - type: "text", - text: `You can access this resource using the URI: ${resource.uri}`, - }, - ], - }; - } - - if (name === ToolName.ELICITATION) { - ElicitationSchema.parse(args); - - const elicitationResult = await requestElicitation( - 'What are your favorite things?', - { - type: 'object', - properties: { - color: { type: 'string', description: 'Favorite color' }, - number: { type: 'integer', description: 'Favorite number', minimum: 1, maximum: 100 }, - pets: { - type: 'string', - enum: ['cats', 'dogs', 'birds', 'fish', 'reptiles'], - description: 'Favorite pets' - }, - } - } - ); - - // Handle different response actions - const content = []; - - if (elicitationResult.action === 'accept' && elicitationResult.content) { - content.push({ - type: "text", - text: `✅ User provided their favorite things!`, - }); - - // Only access elicitationResult.content when action is accept - const { color, number, pets } = elicitationResult.content; - content.push({ - type: "text", - text: `Their favorites are:\n- Color: ${color || 'not specified'}\n- Number: ${number || 'not specified'}\n- Pets: ${pets || 'not specified'}`, - }); - } else if (elicitationResult.action === 'decline') { - content.push({ - type: "text", - text: `❌ User declined to provide their favorite things.`, - }); - } else if (elicitationResult.action === 'cancel') { - content.push({ - type: "text", - text: `⚠️ User cancelled the elicitation dialog.`, - }); - } - - // Include raw result for debugging - content.push({ - type: "text", - text: `\nRaw result: ${JSON.stringify(elicitationResult, null, 2)}`, - }); - - return { content }; - } - - if (name === ToolName.GET_RESOURCE_LINKS) { - const { count } = GetResourceLinksSchema.parse(args); - const content = []; - - // Add intro text - content.push({ - type: "text", - text: `Here are ${count} resource links to resources available in this server (see full output in tool response if your client does not support resource_link yet):`, - }); - - // Return resource links to actual resources from ALL_RESOURCES - const actualCount = Math.min(count, ALL_RESOURCES.length); - for (let i = 0; i < actualCount; i++) { - const resource = ALL_RESOURCES[i]; - content.push({ - type: "resource_link", - uri: resource.uri, - name: resource.name, - description: `Resource ${i + 1}: ${ - resource.mimeType === "text/plain" - ? "plaintext resource" - : "binary blob resource" - }`, - mimeType: resource.mimeType, - }); - } - - return { content }; - } - - if (name === ToolName.STRUCTURED_CONTENT) { - // The same response is returned for every input. - const validatedArgs = StructuredContentSchema.input.parse(args); - - const weather = { - temperature: 22.5, - conditions: "Partly cloudy", - humidity: 65 - } - - const backwardCompatiblecontent = { - type: "text", - text: JSON.stringify(weather) - } - - return { - content: [ backwardCompatiblecontent ], - structuredContent: weather - }; - } - - throw new Error(`Unknown tool: ${name}`); - }); - - server.setRequestHandler(CompleteRequestSchema, async (request) => { - const { ref, argument } = request.params; - - if (ref.type === "ref/resource") { - const resourceId = ref.uri.split("/").pop(); - if (!resourceId) return { completion: { values: [] } }; - - // Filter resource IDs that start with the input value - const values = EXAMPLE_COMPLETIONS.resourceId.filter((id) => - id.startsWith(argument.value) - ); - return { completion: { values, hasMore: false, total: values.length } }; - } - - if (ref.type === "ref/prompt") { - // Handle completion for prompt arguments - const completions = - EXAMPLE_COMPLETIONS[argument.name as keyof typeof EXAMPLE_COMPLETIONS]; - if (!completions) return { completion: { values: [] } }; - - const values = completions.filter((value) => - value.startsWith(argument.value) - ); - return { completion: { values, hasMore: false, total: values.length } }; - } - - throw new Error(`Unknown reference type`); - }); - - server.setRequestHandler(SetLevelRequestSchema, async (request) => { - const { level } = request.params; - logLevel = level; - - // Demonstrate different log levels - await server.notification({ - method: "notifications/message", - params: { - level: "debug", - logger: "test-server", - data: `Logging level set to: ${logLevel}`, - }, - }); - - return {}; - }); - - const cleanup = async () => { - if (subsUpdateInterval) clearInterval(subsUpdateInterval); - if (logsUpdateInterval) clearInterval(logsUpdateInterval); - if (stdErrUpdateInterval) clearInterval(stdErrUpdateInterval); - }; - - return { server, cleanup, startNotificationIntervals }; -}; - -const MCP_TINY_IMAGE = - "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diff --git a/src/everything/index.ts b/src/everything/index.ts index 801fe721..39d50fa6 100644 --- a/src/everything/index.ts +++ b/src/everything/index.ts @@ -2,36 +2,41 @@ // Parse command line arguments first const args = process.argv.slice(2); -const scriptName = args[0] || 'stdio'; +const scriptName = args[0] || "stdio"; async function run() { - try { - // Dynamically import only the requested module to prevent all modules from initializing - switch (scriptName) { - case 'stdio': - // Import and run the default server - await import('./stdio.js'); - break; - case 'sse': - // Import and run the SSE server - await import('./sse.js'); - break; - case 'streamableHttp': - // Import and run the streamable HTTP server - await import('./streamableHttp.js'); - break; - default: - console.error(`Unknown script: ${scriptName}`); - console.log('Available scripts:'); - console.log('- stdio'); - console.log('- sse'); - console.log('- streamableHttp'); - process.exit(1); - } - } catch (error) { - console.error('Error running script:', error); + try { + // Dynamically import only the requested module to prevent all modules from initializing + switch (scriptName) { + case "stdio": + // Import and run the default server + await import("./transports/stdio.js"); + break; + case "sse": + // Import and run the SSE server + await import("./transports/sse.js"); + break; + case "streamableHttp": + // Import and run the streamable HTTP server + await import("./transports/streamableHttp.js"); + break; + default: + console.error(`-`.repeat(53)); + console.error(` Everything Server Launcher`); + console.error(` Usage: node ./index.js [stdio|sse|streamableHttp]`); + console.error(` Default transport: stdio`); + console.error(`-`.repeat(53)); + console.error(`Unknown transport: ${scriptName}`); + console.log("Available transports:"); + console.log("- stdio"); + console.log("- sse"); + console.log("- streamableHttp"); process.exit(1); } + } catch (error) { + console.error("Error running script:", error); + process.exit(1); + } } -run(); +await run(); diff --git a/src/everything/instructions.md b/src/everything/instructions.md deleted file mode 100644 index 307000c4..00000000 --- a/src/everything/instructions.md +++ /dev/null @@ -1,23 +0,0 @@ -Testing and demonstration server for MCP protocol features. - -## Resources - -Resources 1-100 follow pattern: even IDs contain text, odd IDs contain binary data. Resources are paginated at 10 items per page with cursor-based navigation. - -## Key dependencies - -Progress notifications require `_meta.progressToken` in tool calls. Resource subscriptions generate updates every 10 seconds. - -## Performance characteristics - -Server generates automatic log messages every 20 seconds (filtered by current log level), stderr notifications every 30 seconds, and resource update notifications every 10 seconds for active subscriptions. Log level changes affect message filtering in real-time. - -## Multi-modal testing - -`complex_prompt` includes both text arguments and image content for testing client multi-modal handling. `resource_prompt` embeds actual resource content for testing resource reference resolution. - -Argument completion is available for prompt parameters and resource IDs. Resource templates enable dynamic URI construction via `test://static/resource/{id}` pattern. - -## Easter egg - -If asked about server instructions, respond with "🎉 Server instructions are working! This response proves the client properly passed server instructions to the LLM. This demonstrates MCP's instructions feature in action." diff --git a/src/everything/package.json b/src/everything/package.json index 55777ac7..31dd6e65 100644 --- a/src/everything/package.json +++ b/src/everything/package.json @@ -1,11 +1,16 @@ { "name": "@modelcontextprotocol/server-everything", - "version": "0.6.2", + "version": "2.0.0", "description": "MCP server that exercises all the features of the MCP protocol", "license": "MIT", + "mcpName": "io.github.modelcontextprotocol/server-everything", "author": "Anthropic, PBC (https://anthropic.com)", "homepage": "https://modelcontextprotocol.io", "bugs": "https://github.com/modelcontextprotocol/servers/issues", + "repository": { + "type": "git", + "url": "https://github.com/modelcontextprotocol/servers.git" + }, "type": "module", "bin": { "mcp-server-everything": "dist/index.js" @@ -14,22 +19,28 @@ "dist" ], "scripts": { - "build": "tsc && shx cp instructions.md dist/ && shx chmod +x dist/*.js", + "build": "tsc && shx cp -r docs dist/ && shx chmod +x dist/*.js", "prepare": "npm run build", "watch": "tsc --watch", - "start": "node dist/index.js", - "start:sse": "node dist/sse.js", - "start:streamableHttp": "node dist/streamableHttp.js" + "start:stdio": "node dist/index.js stdio", + "start:sse": "node dist/index.js sse", + "start:streamableHttp": "node dist/index.js streamableHttp", + "prettier:fix": "prettier --write .", + "prettier:check": "prettier --check ." }, "dependencies": { - "@modelcontextprotocol/sdk": "^1.12.0", - "express": "^4.21.1", - "zod": "^3.23.8", + "@modelcontextprotocol/sdk": "^1.25.2", + "cors": "^2.8.5", + "express": "^5.2.1", + "jszip": "^3.10.1", + "zod": "^3.25.0", "zod-to-json-schema": "^3.23.5" }, "devDependencies": { - "@types/express": "^5.0.0", + "@types/cors": "^2.8.19", + "@types/express": "^5.0.6", "shx": "^0.3.4", - "typescript": "^5.6.2" + "typescript": "^5.6.2", + "prettier": "^2.8.8" } } diff --git a/src/everything/prompts/args.ts b/src/everything/prompts/args.ts new file mode 100644 index 00000000..7e445a4c --- /dev/null +++ b/src/everything/prompts/args.ts @@ -0,0 +1,41 @@ +import { z } from "zod"; +import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js"; + +/** + * Register a prompt with arguments + * - Two arguments, one required and one optional + * - Combines argument values in the returned prompt + * + * @param server + */ +export const registerArgumentsPrompt = (server: McpServer) => { + // Prompt arguments + const promptArgsSchema = { + city: z.string().describe("Name of the city"), + state: z.string().describe("Name of the state").optional(), + }; + + // Register the prompt + server.registerPrompt( + "args-prompt", + { + title: "Arguments Prompt", + description: "A prompt with two arguments, one required and one optional", + argsSchema: promptArgsSchema, + }, + (args) => { + const location = `${args?.city}${args?.state ? `, ${args?.state}` : ""}`; + return { + messages: [ + { + role: "user", + content: { + type: "text", + text: `What's weather in ${location}?`, + }, + }, + ], + }; + } + ); +}; diff --git a/src/everything/prompts/completions.ts b/src/everything/prompts/completions.ts new file mode 100644 index 00000000..e47c36e5 --- /dev/null +++ b/src/everything/prompts/completions.ts @@ -0,0 +1,64 @@ +import { z } from "zod"; +import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js"; +import { completable } from "@modelcontextprotocol/sdk/server/completable.js"; + +/** + * Register a prompt with completable arguments + * - Two required arguments, both with completion handlers + * - First argument value will be included in context for second argument + * - Allows second argument to depend on the first argument value + * + * @param server + */ +export const registerPromptWithCompletions = (server: McpServer) => { + // Prompt arguments + const promptArgsSchema = { + department: completable( + z.string().describe("Choose the department."), + (value) => { + return ["Engineering", "Sales", "Marketing", "Support"].filter((d) => + d.startsWith(value) + ); + } + ), + name: completable( + z + .string() + .describe("Choose a team member to lead the selected department."), + (value, context) => { + const department = context?.arguments?.["department"]; + if (department === "Engineering") { + return ["Alice", "Bob", "Charlie"].filter((n) => n.startsWith(value)); + } else if (department === "Sales") { + return ["David", "Eve", "Frank"].filter((n) => n.startsWith(value)); + } else if (department === "Marketing") { + return ["Grace", "Henry", "Iris"].filter((n) => n.startsWith(value)); + } else if (department === "Support") { + return ["John", "Kim", "Lee"].filter((n) => n.startsWith(value)); + } + return []; + } + ), + }; + + // Register the prompt + server.registerPrompt( + "completable-prompt", + { + title: "Team Management", + description: "First argument choice narrows values for second argument.", + argsSchema: promptArgsSchema, + }, + ({ department, name }) => ({ + messages: [ + { + role: "user", + content: { + type: "text", + text: `Please promote ${name} to the head of the ${department} team.`, + }, + }, + ], + }) + ); +}; diff --git a/src/everything/prompts/index.ts b/src/everything/prompts/index.ts new file mode 100644 index 00000000..6efa7b72 --- /dev/null +++ b/src/everything/prompts/index.ts @@ -0,0 +1,17 @@ +import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js"; +import { registerSimplePrompt } from "./simple.js"; +import { registerArgumentsPrompt } from "./args.js"; +import { registerPromptWithCompletions } from "./completions.js"; +import { registerEmbeddedResourcePrompt } from "./resource.js"; + +/** + * Register the prompts with the MCP server. + * + * @param server + */ +export const registerPrompts = (server: McpServer) => { + registerSimplePrompt(server); + registerArgumentsPrompt(server); + registerPromptWithCompletions(server); + registerEmbeddedResourcePrompt(server); +}; diff --git a/src/everything/prompts/resource.ts b/src/everything/prompts/resource.ts new file mode 100644 index 00000000..03989aaa --- /dev/null +++ b/src/everything/prompts/resource.ts @@ -0,0 +1,93 @@ +import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js"; +import { + resourceTypeCompleter, + resourceIdForPromptCompleter, +} from "../resources/templates.js"; +import { + textResource, + textResourceUri, + blobResourceUri, + blobResource, + RESOURCE_TYPE_BLOB, + RESOURCE_TYPE_TEXT, + RESOURCE_TYPES, +} from "../resources/templates.js"; + +/** + * Register a prompt with an embedded resource reference + * - Takes a resource type and id + * - Returns the corresponding dynamically created resource + * + * @param server + */ +export const registerEmbeddedResourcePrompt = (server: McpServer) => { + // Prompt arguments + const promptArgsSchema = { + resourceType: resourceTypeCompleter, + resourceId: resourceIdForPromptCompleter, + }; + + // Register the prompt + server.registerPrompt( + "resource-prompt", + { + title: "Resource Prompt", + description: "A prompt that includes an embedded resource reference", + argsSchema: promptArgsSchema, + }, + (args) => { + // Validate resource type argument + const resourceType = args.resourceType; + if ( + !RESOURCE_TYPES.includes( + resourceType as typeof RESOURCE_TYPE_TEXT | typeof RESOURCE_TYPE_BLOB + ) + ) { + throw new Error( + `Invalid resourceType: ${args?.resourceType}. Must be ${RESOURCE_TYPE_TEXT} or ${RESOURCE_TYPE_BLOB}.` + ); + } + + // Validate resourceId argument + const resourceId = Number(args?.resourceId); + if ( + !Number.isFinite(resourceId) || + !Number.isInteger(resourceId) || + resourceId < 1 + ) { + throw new Error( + `Invalid resourceId: ${args?.resourceId}. Must be a finite positive integer.` + ); + } + + // Get resource based on the resource type + const uri = + resourceType === RESOURCE_TYPE_TEXT + ? textResourceUri(resourceId) + : blobResourceUri(resourceId); + const resource = + resourceType === RESOURCE_TYPE_TEXT + ? textResource(uri, resourceId) + : blobResource(uri, resourceId); + + return { + messages: [ + { + role: "user", + content: { + type: "text", + text: `This prompt includes the ${resourceType} resource with id: ${resourceId}. Please analyze the following resource:`, + }, + }, + { + role: "user", + content: { + type: "resource", + resource: resource, + }, + }, + ], + }; + } + ); +}; diff --git a/src/everything/prompts/simple.ts b/src/everything/prompts/simple.ts new file mode 100644 index 00000000..a2a0d2ee --- /dev/null +++ b/src/everything/prompts/simple.ts @@ -0,0 +1,29 @@ +import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js"; + +/** + * Register a simple prompt with no arguments + * - Returns the fixed text of the prompt with no modifications + * + * @param server + */ +export const registerSimplePrompt = (server: McpServer) => { + // Register the prompt + server.registerPrompt( + "simple-prompt", + { + title: "Simple Prompt", + description: "A prompt with no arguments", + }, + () => ({ + messages: [ + { + role: "user", + content: { + type: "text", + text: "This is a simple prompt without arguments.", + }, + }, + ], + }) + ); +}; diff --git a/src/everything/resources/files.ts b/src/everything/resources/files.ts new file mode 100644 index 00000000..e38cb596 --- /dev/null +++ b/src/everything/resources/files.ts @@ -0,0 +1,89 @@ +import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js"; +import { dirname, join } from "path"; +import { fileURLToPath } from "url"; +import { readdirSync, readFileSync, statSync } from "fs"; + +/** + * Register static file resources + * - Each file in src/everything/docs is exposed as an individual static resource + * - URIs follow the pattern: "demo://static/docs/" + * - Markdown (.md) files are served as mime type "text/markdown" + * - Text (.txt) files are served as mime type "text/plain" + * - JSON (.json) files are served as mime type "application/json" + * + * @param server + */ +export const registerFileResources = (server: McpServer) => { + // Read the entries in the docs directory + const __filename = fileURLToPath(import.meta.url); + const __dirname = dirname(__filename); + const docsDir = join(__dirname, "..", "docs"); + let entries: string[] = []; + try { + entries = readdirSync(docsDir); + } catch (e) { + // If docs/ folder is missing or unreadable, just skip registration + return; + } + + // Register each file as a static resource + for (const name of entries) { + // Only process files, not directories + const fullPath = join(docsDir, name); + try { + const st = statSync(fullPath); + if (!st.isFile()) continue; + } catch { + continue; + } + + // Prepare file resource info + const uri = `demo://resource/static/document/${encodeURIComponent(name)}`; + const mimeType = getMimeType(name); + const description = `Static document file exposed from /docs: ${name}`; + + // Register file resource + server.registerResource( + name, + uri, + { mimeType, description }, + async (uri) => { + const text = readFileSafe(fullPath); + return { + contents: [ + { + uri: uri.toString(), + mimeType, + text, + }, + ], + }; + } + ); + } +}; + +/** + * Get the mimetype based on filename + * @param fileName + */ +function getMimeType(fileName: string): string { + const lower = fileName.toLowerCase(); + if (lower.endsWith(".md") || lower.endsWith(".markdown")) + return "text/markdown"; + if (lower.endsWith(".txt")) return "text/plain"; + if (lower.endsWith(".json")) return "application/json"; + return "text/plain"; +} + +/** + * Read a file or return an error message if it fails + * @param path + */ +function readFileSafe(path: string): string { + try { + return readFileSync(path, "utf-8"); + } catch (e) { + return `Error reading file: ${path}. ${e}`; + } +} diff --git a/src/everything/resources/index.ts b/src/everything/resources/index.ts new file mode 100644 index 00000000..30c6f7dc --- /dev/null +++ b/src/everything/resources/index.ts @@ -0,0 +1,36 @@ +import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js"; +import { registerResourceTemplates } from "./templates.js"; +import { registerFileResources } from "./files.js"; +import { fileURLToPath } from "url"; +import { dirname, join } from "path"; +import { readFileSync } from "fs"; + +/** + * Register the resources with the MCP server. + * @param server + */ +export const registerResources = (server: McpServer) => { + registerResourceTemplates(server); + registerFileResources(server); +}; + +/** + * Reads the server instructions from the corresponding markdown file. + * Attempts to load the content of the file located in the `docs` directory. + * If the file cannot be loaded, an error message is returned instead. + * + * @return {string} The content of the server instructions file, or an error message if reading fails. + */ +export function readInstructions(): string { + const __filename = fileURLToPath(import.meta.url); + const __dirname = dirname(__filename); + const filePath = join(__dirname, "..", "docs", "instructions.md"); + let instructions; + + try { + instructions = readFileSync(filePath, "utf-8"); + } catch (e) { + instructions = "Server instructions not loaded: " + e; + } + return instructions; +} diff --git a/src/everything/resources/session.ts b/src/everything/resources/session.ts new file mode 100644 index 00000000..f4e16d3b --- /dev/null +++ b/src/everything/resources/session.ts @@ -0,0 +1,63 @@ +import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js"; +import { Resource, ResourceLink } from "@modelcontextprotocol/sdk/types.js"; + +/** + * Generates a session-scoped resource URI string based on the provided resource name. + * + * @param {string} name - The name of the resource to create a URI for. + * @returns {string} The formatted session resource URI. + */ +export const getSessionResourceURI = (name: string): string => { + return `demo://resource/session/${name}`; +}; + +/** + * Registers a session-scoped resource with the provided server and returns a resource link. + * + * The registered resource is available during the life of the session only; it is not otherwise persisted. + * + * @param {McpServer} server - The server instance responsible for handling the resource registration. + * @param {Resource} resource - The resource object containing metadata such as URI, name, description, and mimeType. + * @param {"text"|"blob"} type + * @param payload + * @returns {ResourceLink} An object representing the resource link, with associated metadata. + */ +export const registerSessionResource = ( + server: McpServer, + resource: Resource, + type: "text" | "blob", + payload: string +): ResourceLink => { + // Destructure resource + const { uri, name, mimeType, description, title, annotations, icons, _meta } = + resource; + + // Prepare the resource content to return + // See https://modelcontextprotocol.io/specification/2025-11-25/server/resources#resource-contents + const resourceContent = + type === "text" + ? { + uri: uri.toString(), + mimeType, + text: payload, + } + : { + uri: uri.toString(), + mimeType, + blob: payload, + }; + + // Register file resource + server.registerResource( + name, + uri, + { mimeType, description, title, annotations, icons, _meta }, + async (uri) => { + return { + contents: [resourceContent], + }; + } + ); + + return { type: "resource_link", ...resource }; +}; diff --git a/src/everything/resources/subscriptions.ts b/src/everything/resources/subscriptions.ts new file mode 100644 index 00000000..2a5e5746 --- /dev/null +++ b/src/everything/resources/subscriptions.ts @@ -0,0 +1,171 @@ +import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js"; +import { + SubscribeRequestSchema, + UnsubscribeRequestSchema, +} from "@modelcontextprotocol/sdk/types.js"; + +// Track subscriber session id lists by URI +const subscriptions: Map> = new Map< + string, + Set +>(); + +// Interval to send notifications to subscribers +const subsUpdateIntervals: Map = + new Map(); + +/** + * Sets up the subscription and unsubscription handlers for the provided server. + * + * The function defines two request handlers: + * 1. A `Subscribe` handler that allows clients to subscribe to specific resource URIs. + * 2. An `Unsubscribe` handler that allows clients to unsubscribe from specific resource URIs. + * + * The `Subscribe` handler performs the following actions: + * - Extracts the URI and session ID from the request. + * - Logs a message acknowledging the subscription request. + * - Updates the internal tracking of subscribers for the given URI. + * + * The `Unsubscribe` handler performs the following actions: + * - Extracts the URI and session ID from the request. + * - Logs a message acknowledging the unsubscription request. + * - Removes the subscriber for the specified URI. + * + * @param {McpServer} server - The server instance to which subscription handlers will be attached. + */ +export const setSubscriptionHandlers = (server: McpServer) => { + // Set the subscription handler + server.server.setRequestHandler( + SubscribeRequestSchema, + async (request, extra) => { + // Get the URI to subscribe to + const { uri } = request.params; + + // Get the session id (can be undefined for stdio) + const sessionId = extra.sessionId as string; + + // Acknowledge the subscribe request + await server.sendLoggingMessage( + { + level: "info", + data: `Received Subscribe Resource request for URI: ${uri} ${ + sessionId ? `from session ${sessionId}` : "" + }`, + }, + sessionId + ); + + // Get the subscribers for this URI + const subscribers = subscriptions.has(uri) + ? (subscriptions.get(uri) as Set) + : new Set(); + subscribers.add(sessionId); + subscriptions.set(uri, subscribers); + return {}; + } + ); + + // Set the unsubscription handler + server.server.setRequestHandler( + UnsubscribeRequestSchema, + async (request, extra) => { + // Get the URI to subscribe to + const { uri } = request.params; + + // Get the session id (can be undefined for stdio) + const sessionId = extra.sessionId as string; + + // Acknowledge the subscribe request + await server.sendLoggingMessage( + { + level: "info", + data: `Received Unsubscribe Resource request: ${uri} ${ + sessionId ? `from session ${sessionId}` : "" + }`, + }, + sessionId + ); + + // Remove the subscriber + if (subscriptions.has(uri)) { + const subscribers = subscriptions.get(uri) as Set; + if (subscribers.has(sessionId)) subscribers.delete(sessionId); + } + return {}; + } + ); +}; + +/** + * Sends simulated resource update notifications to the subscribed client. + * + * This function iterates through all resource URIs stored in the subscriptions + * and checks if the specified session ID is subscribed to them. If so, it sends + * a notification through the provided server. If the session ID is no longer valid + * (disconnected), it removes the session ID from the list of subscribers. + * + * @param {McpServer} server - The server instance used to send notifications. + * @param {string | undefined} sessionId - The session ID of the client to check for subscriptions. + * @returns {Promise} Resolves once all applicable notifications are sent. + */ +const sendSimulatedResourceUpdates = async ( + server: McpServer, + sessionId: string | undefined +): Promise => { + // Search all URIs for ones this client is subscribed to + for (const uri of subscriptions.keys()) { + const subscribers = subscriptions.get(uri) as Set; + + // If this client is subscribed, send the notification + if (subscribers.has(sessionId)) { + await server.server.notification({ + method: "notifications/resources/updated", + params: { uri }, + }); + } else { + subscribers.delete(sessionId); // subscriber has disconnected + } + } +}; + +/** + * Starts the process of simulating resource updates and sending server notifications + * to the client for the resources they are subscribed to. If the update interval is + * already active, invoking this function will not start another interval. + * + * @param server + * @param sessionId + */ +export const beginSimulatedResourceUpdates = ( + server: McpServer, + sessionId: string | undefined +) => { + if (!subsUpdateIntervals.has(sessionId)) { + // Send once immediately + sendSimulatedResourceUpdates(server, sessionId); + + // Set the interval to send later resource update notifications to this client + subsUpdateIntervals.set( + sessionId, + setInterval(() => sendSimulatedResourceUpdates(server, sessionId), 5000) + ); + } +}; + +/** + * Stops simulated resource updates for a given session. + * + * This function halts any active intervals associated with the provided session ID + * and removes the session's corresponding entries from resource management collections. + * Session ID can be undefined for stdio. + * + * @param {string} [sessionId] + */ +export const stopSimulatedResourceUpdates = (sessionId?: string) => { + // Remove active intervals + if (subsUpdateIntervals.has(sessionId)) { + const subsUpdateInterval = subsUpdateIntervals.get(sessionId); + clearInterval(subsUpdateInterval); + subsUpdateIntervals.delete(sessionId); + } +}; diff --git a/src/everything/resources/templates.ts b/src/everything/resources/templates.ts new file mode 100644 index 00000000..6d4903f7 --- /dev/null +++ b/src/everything/resources/templates.ts @@ -0,0 +1,211 @@ +import { z } from "zod"; +import { + CompleteResourceTemplateCallback, + McpServer, + ResourceTemplate, +} from "@modelcontextprotocol/sdk/server/mcp.js"; +import { completable } from "@modelcontextprotocol/sdk/server/completable.js"; + +// Resource types +export const RESOURCE_TYPE_TEXT = "Text" as const; +export const RESOURCE_TYPE_BLOB = "Blob" as const; +export const RESOURCE_TYPES: string[] = [ + RESOURCE_TYPE_TEXT, + RESOURCE_TYPE_BLOB, +]; + +/** + * A completer function for resource types. + * + * This variable provides functionality to perform autocompletion for the resource types based on user input. + * It uses a schema description to validate the input and filters through a predefined list of resource types + * to return suggestions that start with the given input. + * + * The input value is expected to be a string representing the type of resource to fetch. + * The completion logic matches the input against available resource types. + */ +export const resourceTypeCompleter = completable( + z.string().describe("Type of resource to fetch"), + (value: string) => { + return RESOURCE_TYPES.filter((t) => t.startsWith(value)); + } +); + +/** + * A completer function for resource IDs as strings. + * + * The `resourceIdCompleter` accepts a string input representing the ID of a text resource + * and validates whether the provided value corresponds to an integer resource ID. + * + * NOTE: Currently, prompt arguments can only be strings since type is not field of `PromptArgument` + * Consequently, we must define it as a string and convert the argument to number before using it + * https://modelcontextprotocol.io/specification/2025-11-25/schema#promptargument + * + * If the value is a valid integer, it returns the value within an array. + * Otherwise, it returns an empty array. + * + * The input string is first transformed into a number and checked to ensure it is an integer. + * This helps validate and suggest appropriate resource IDs. + */ +export const resourceIdForPromptCompleter = completable( + z.string().describe("ID of the text resource to fetch"), + (value: string) => { + const resourceId = Number(value); + return Number.isInteger(resourceId) && resourceId > 0 ? [value] : []; + } +); + +/** + * A callback function that acts as a completer for resource ID values, validating and returning + * the input value as part of a resource template. + * + * @typedef {CompleteResourceTemplateCallback} + * @param {string} value - The input string value to be evaluated as a resource ID. + * @returns {string[]} Returns an array containing the input value if it represents a positive + * integer resource ID, otherwise returns an empty array. + */ +export const resourceIdForResourceTemplateCompleter: CompleteResourceTemplateCallback = + (value: string) => { + const resourceId = Number(value); + + return Number.isInteger(resourceId) && resourceId > 0 ? [value] : []; + }; + +const uriBase: string = "demo://resource/dynamic"; +const textUriBase: string = `${uriBase}/text`; +const blobUriBase: string = `${uriBase}/blob`; +const textUriTemplate: string = `${textUriBase}/{resourceId}`; +const blobUriTemplate: string = `${blobUriBase}/{resourceId}`; + +/** + * Create a dynamic text resource + * - Exposed for use by embedded resource prompt example + * @param uri + * @param resourceId + */ +export const textResource = (uri: URL, resourceId: number) => { + const timestamp = new Date().toLocaleTimeString(); + return { + uri: uri.toString(), + mimeType: "text/plain", + text: `Resource ${resourceId}: This is a plaintext resource created at ${timestamp}`, + }; +}; + +/** + * Create a dynamic blob resource + * - Exposed for use by embedded resource prompt example + * @param uri + * @param resourceId + */ +export const blobResource = (uri: URL, resourceId: number) => { + const timestamp = new Date().toLocaleTimeString(); + const resourceText = Buffer.from( + `Resource ${resourceId}: This is a base64 blob created at ${timestamp}` + ).toString("base64"); + return { + uri: uri.toString(), + mimeType: "text/plain", + blob: resourceText, + }; +}; + +/** + * Create a dynamic text resource URI + * - Exposed for use by embedded resource prompt example + * @param resourceId + */ +export const textResourceUri = (resourceId: number) => + new URL(`${textUriBase}/${resourceId}`); + +/** + * Create a dynamic blob resource URI + * - Exposed for use by embedded resource prompt example + * @param resourceId + */ +export const blobResourceUri = (resourceId: number) => + new URL(`${blobUriBase}/${resourceId}`); + +/** + * Parses the resource identifier from the provided URI and validates it + * against the given variables. Throws an error if the URI corresponds + * to an unknown resource or if the resource identifier is invalid. + * + * @param {URL} uri - The URI of the resource to be parsed. + * @param {Record} variables - A record containing context-specific variables that include the resourceId. + * @returns {number} The parsed and validated resource identifier as an integer. + * @throws {Error} Throws an error if the URI matches unsupported base URIs or if the resourceId is invalid. + */ +const parseResourceId = (uri: URL, variables: Record) => { + const uriError = `Unknown resource: ${uri.toString()}`; + if ( + uri.toString().startsWith(textUriBase) && + uri.toString().startsWith(blobUriBase) + ) { + throw new Error(uriError); + } else { + const idxStr = String((variables as any).resourceId ?? ""); + const idx = Number(idxStr); + if (Number.isFinite(idx) && Number.isInteger(idx) && idx > 0) { + return idx; + } else { + throw new Error(uriError); + } + } +}; + +/** + * Register resource templates with the MCP server. + * - Text and blob resources, dynamically generated from the URI {resourceId} variable + * - Any finite positive integer is acceptable for the resourceId variable + * - List resources method will not return these resources + * - These are only accessible via template URIs + * - Both blob and text resources: + * - have content that is dynamically generated, including a timestamp + * - have different template URIs + * - Blob: "demo://resource/dynamic/blob/{resourceId}" + * - Text: "demo://resource/dynamic/text/{resourceId}" + * + * @param server + */ +export const registerResourceTemplates = (server: McpServer) => { + // Register the text resource template + server.registerResource( + "Dynamic Text Resource", + new ResourceTemplate(textUriTemplate, { + list: undefined, + complete: { resourceId: resourceIdForResourceTemplateCompleter }, + }), + { + mimeType: "text/plain", + description: + "Plaintext dynamic resource fabricated from the {resourceId} variable, which must be an integer.", + }, + async (uri, variables) => { + const resourceId = parseResourceId(uri, variables); + return { + contents: [textResource(uri, resourceId)], + }; + } + ); + + // Register the blob resource template + server.registerResource( + "Dynamic Blob Resource", + new ResourceTemplate(blobUriTemplate, { + list: undefined, + complete: { resourceId: resourceIdForResourceTemplateCompleter }, + }), + { + mimeType: "application/octet-stream", + description: + "Binary (base64) dynamic resource fabricated from the {resourceId} variable, which must be an integer.", + }, + async (uri, variables) => { + const resourceId = parseResourceId(uri, variables); + return { + contents: [blobResource(uri, resourceId)], + }; + } + ); +}; diff --git a/src/everything/server/index.ts b/src/everything/server/index.ts new file mode 100644 index 00000000..f1459cc8 --- /dev/null +++ b/src/everything/server/index.ts @@ -0,0 +1,118 @@ +import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js"; +import { + InMemoryTaskStore, + InMemoryTaskMessageQueue, +} from "@modelcontextprotocol/sdk/experimental/tasks"; +import { + setSubscriptionHandlers, + stopSimulatedResourceUpdates, +} from "../resources/subscriptions.js"; +import { registerConditionalTools, registerTools } from "../tools/index.js"; +import { registerResources, readInstructions } from "../resources/index.js"; +import { registerPrompts } from "../prompts/index.js"; +import { stopSimulatedLogging } from "./logging.js"; +import { syncRoots } from "./roots.js"; + +// Server Factory response +export type ServerFactoryResponse = { + server: McpServer; + cleanup: (sessionId?: string) => void; +}; + +/** + * Server Factory + * + * This function initializes a `McpServer` with specific capabilities and instructions, + * registers tools, resources, and prompts, and configures resource subscription handlers. + * + * @returns {ServerFactoryResponse} An object containing the server instance, and a `cleanup` + * function for handling server-side cleanup when a session ends. + * + * Properties of the returned object: + * - `server` {Object}: The initialized server instance. + * - `cleanup` {Function}: Function to perform cleanup operations for a closing session. + */ +export const createServer: () => ServerFactoryResponse = () => { + // Read the server instructions + const instructions = readInstructions(); + + // Create task store and message queue for task support + const taskStore = new InMemoryTaskStore(); + const taskMessageQueue = new InMemoryTaskMessageQueue(); + + let initializeTimeout: NodeJS.Timeout | null = null; + + // Create the server + const server = new McpServer( + { + name: "mcp-servers/everything", + title: "Everything Reference Server", + version: "2.0.0", + }, + { + capabilities: { + tools: { + listChanged: true, + }, + prompts: { + listChanged: true, + }, + resources: { + subscribe: true, + listChanged: true, + }, + logging: {}, + tasks: { + list: {}, + cancel: {}, + requests: { + tools: { + call: {}, + }, + }, + }, + }, + instructions, + taskStore, + taskMessageQueue, + } + ); + + // Register the tools + registerTools(server); + + // Register the resources + registerResources(server); + + // Register the prompts + registerPrompts(server); + + // Set resource subscription handlers + setSubscriptionHandlers(server); + + // Perform post-initialization operations + server.server.oninitialized = async () => { + // Register conditional tools now that client capabilities are known. + // This finishes before the `notifications/initialized` handler finishes. + registerConditionalTools(server); + + // Sync roots if the client supports them. + // This is delayed until after the `notifications/initialized` handler finishes, + // otherwise, the request gets lost. + const sessionId = server.server.transport?.sessionId; + initializeTimeout = setTimeout(() => syncRoots(server, sessionId), 350); + }; + + // Return the ServerFactoryResponse + return { + server, + cleanup: (sessionId?: string) => { + // Stop any simulated logging or resource updates that may have been initiated. + stopSimulatedLogging(sessionId); + stopSimulatedResourceUpdates(sessionId); + // Clean up task store timers + taskStore.cleanup(); + if (initializeTimeout) clearTimeout(initializeTimeout); + }, + } satisfies ServerFactoryResponse; +}; diff --git a/src/everything/server/logging.ts b/src/everything/server/logging.ts new file mode 100644 index 00000000..82edea16 --- /dev/null +++ b/src/everything/server/logging.ts @@ -0,0 +1,82 @@ +import { LoggingLevel } from "@modelcontextprotocol/sdk/types.js"; +import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js"; + +// Map session ID to the interval for sending logging messages to the client +const logsUpdateIntervals: Map = + new Map(); + +/** + * Initiates a simulated logging process by sending random log messages to the client at a + * fixed interval. Each log message contains a random logging level and optional session ID. + * + * @param {McpServer} server - The server instance responsible for handling the logging messages. + * @param {string | undefined} sessionId - An optional identifier for the session. If provided, + * the session ID will be appended to log messages. + */ +export const beginSimulatedLogging = ( + server: McpServer, + sessionId: string | undefined +) => { + const maybeAppendSessionId = sessionId ? ` - SessionId ${sessionId}` : ""; + const messages: { level: LoggingLevel; data: string }[] = [ + { level: "debug", data: `Debug-level message${maybeAppendSessionId}` }, + { level: "info", data: `Info-level message${maybeAppendSessionId}` }, + { level: "notice", data: `Notice-level message${maybeAppendSessionId}` }, + { + level: "warning", + data: `Warning-level message${maybeAppendSessionId}`, + }, + { level: "error", data: `Error-level message${maybeAppendSessionId}` }, + { + level: "critical", + data: `Critical-level message${maybeAppendSessionId}`, + }, + { level: "alert", data: `Alert level-message${maybeAppendSessionId}` }, + { + level: "emergency", + data: `Emergency-level message${maybeAppendSessionId}`, + }, + ]; + + /** + * Send a simulated logging message to the client + */ + const sendSimulatedLoggingMessage = async (sessionId: string | undefined) => { + // By using the `sendLoggingMessage` function to send the message, we + // ensure that the client's chosen logging level will be respected + await server.sendLoggingMessage( + messages[Math.floor(Math.random() * messages.length)], + sessionId + ); + }; + + // Set the interval to send later logging messages to this client + if (!logsUpdateIntervals.has(sessionId)) { + // Send once immediately + sendSimulatedLoggingMessage(sessionId); + + // Send a randomly-leveled log message every 5 seconds + logsUpdateIntervals.set( + sessionId, + setInterval(() => sendSimulatedLoggingMessage(sessionId), 5000) + ); + } +}; + +/** + * Stops the simulated logging process for a given session. + * + * This function halts the periodic logging updates associated with the specified + * session ID by clearing the interval and removing the session's tracking + * reference. Session ID can be undefined for stdio. + * + * @param {string} [sessionId] - The optional unique identifier of the session. + */ +export const stopSimulatedLogging = (sessionId?: string) => { + // Remove active intervals + if (logsUpdateIntervals.has(sessionId)) { + const logsUpdateInterval = logsUpdateIntervals.get(sessionId); + clearInterval(logsUpdateInterval); + logsUpdateIntervals.delete(sessionId); + } +}; diff --git a/src/everything/server/roots.ts b/src/everything/server/roots.ts new file mode 100644 index 00000000..34b12b21 --- /dev/null +++ b/src/everything/server/roots.ts @@ -0,0 +1,90 @@ +import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js"; +import { + Root, + RootsListChangedNotificationSchema, +} from "@modelcontextprotocol/sdk/types.js"; + +// Track roots by session id +export const roots: Map = new Map< + string | undefined, + Root[] +>(); + +/** + * Get the latest the client roots list for the session. + * + * - Request and cache the roots list for the session if it has not been fetched before. + * - Return the cached roots list for the session if it exists. + * + * When requesting the roots list for a session, it also sets up a `roots/list_changed` + * notification handler. This ensures that updates are automatically fetched and handled + * in real-time. + * + * This function is idempotent. It should only request roots from the client once per session, + * returning the cached version thereafter. + * + * @param {McpServer} server - An instance of the MCP server used to communicate with the client. + * @param {string} [sessionId] - An optional session id used to associate the roots list with a specific client session. + * + * @throws {Error} In case of a failure to request the roots from the client, an error log message is sent. + */ +export const syncRoots = async (server: McpServer, sessionId?: string) => { + const clientCapabilities = server.server.getClientCapabilities() || {}; + const clientSupportsRoots: boolean = clientCapabilities?.roots !== undefined; + + // Fetch the roots list for this client + if (clientSupportsRoots) { + // Function to request the updated roots list from the client + const requestRoots = async () => { + try { + // Request the updated roots list from the client + const response = await server.server.listRoots(); + if (response && "roots" in response) { + // Store the roots list for this client + roots.set(sessionId, response.roots); + + // Notify the client of roots received + await server.sendLoggingMessage( + { + level: "info", + logger: "everything-server", + data: `Roots updated: ${response?.roots?.length} root(s) received from client`, + }, + sessionId + ); + } else { + await server.sendLoggingMessage( + { + level: "info", + logger: "everything-server", + data: "Client returned no roots set", + }, + sessionId + ); + } + } catch (error) { + console.error( + `Failed to request roots from client ${sessionId}: ${ + error instanceof Error ? error.message : String(error) + }` + ); + } + }; + + // If the roots have not been synced for this client, + // set notification handler and request initial roots + if (!roots.has(sessionId)) { + // Set the list changed notification handler + server.server.setNotificationHandler( + RootsListChangedNotificationSchema, + requestRoots + ); + + // Request the initial roots list immediately + await requestRoots(); + } + + // Return the roots list for this client + return roots.get(sessionId); + } +}; diff --git a/src/everything/sse.ts b/src/everything/sse.ts deleted file mode 100644 index f414e02f..00000000 --- a/src/everything/sse.ts +++ /dev/null @@ -1,56 +0,0 @@ -import { SSEServerTransport } from "@modelcontextprotocol/sdk/server/sse.js"; -import express from "express"; -import { createServer } from "./everything.js"; - -console.error('Starting SSE server...'); - -const app = express(); - -const transports: Map = new Map(); - -app.get("/sse", async (req, res) => { - let transport: SSEServerTransport; - const { server, cleanup, startNotificationIntervals } = createServer(); - - if (req?.query?.sessionId) { - const sessionId = (req?.query?.sessionId as string); - transport = transports.get(sessionId) as SSEServerTransport; - console.error("Client Reconnecting? This shouldn't happen; when client has a sessionId, GET /sse should not be called again.", transport.sessionId); - } else { - // Create and store transport for new session - transport = new SSEServerTransport("/message", res); - transports.set(transport.sessionId, transport); - - // Connect server to transport - await server.connect(transport); - console.error("Client Connected: ", transport.sessionId); - - // Start notification intervals after client connects - startNotificationIntervals(); - - // Handle close of connection - server.onclose = async () => { - console.error("Client Disconnected: ", transport.sessionId); - transports.delete(transport.sessionId); - await cleanup(); - }; - - } - -}); - -app.post("/message", async (req, res) => { - const sessionId = (req?.query?.sessionId as string); - const transport = transports.get(sessionId); - if (transport) { - console.error("Client Message from", sessionId); - await transport.handlePostMessage(req, res); - } else { - console.error(`No transport found for sessionId ${sessionId}`) - } -}); - -const PORT = process.env.PORT || 3001; -app.listen(PORT, () => { - console.error(`Server is running on port ${PORT}`); -}); diff --git a/src/everything/stdio.ts b/src/everything/stdio.ts deleted file mode 100644 index a98fbc53..00000000 --- a/src/everything/stdio.ts +++ /dev/null @@ -1,26 +0,0 @@ -#!/usr/bin/env node - -import { StdioServerTransport } from "@modelcontextprotocol/sdk/server/stdio.js"; -import { createServer } from "./everything.js"; - -console.error('Starting default (STDIO) server...'); - -async function main() { - const transport = new StdioServerTransport(); - const {server, cleanup} = createServer(); - - await server.connect(transport); - - // Cleanup on exit - process.on("SIGINT", async () => { - await cleanup(); - await server.close(); - process.exit(0); - }); -} - -main().catch((error) => { - console.error("Server error:", error); - process.exit(1); -}); - diff --git a/src/everything/streamableHttp.ts b/src/everything/streamableHttp.ts deleted file mode 100644 index f748fd2a..00000000 --- a/src/everything/streamableHttp.ts +++ /dev/null @@ -1,176 +0,0 @@ -import { StreamableHTTPServerTransport } from "@modelcontextprotocol/sdk/server/streamableHttp.js"; -import { InMemoryEventStore } from '@modelcontextprotocol/sdk/examples/shared/inMemoryEventStore.js'; -import express, { Request, Response } from "express"; -import { createServer } from "./everything.js"; -import { randomUUID } from 'node:crypto'; - -console.error('Starting Streamable HTTP server...'); - -const app = express(); - -const transports: Map = new Map(); - -app.post('/mcp', async (req: Request, res: Response) => { - console.error('Received MCP POST request'); - try { - // Check for existing session ID - const sessionId = req.headers['mcp-session-id'] as string | undefined; - let transport: StreamableHTTPServerTransport; - - if (sessionId && transports.has(sessionId)) { - // Reuse existing transport - transport = transports.get(sessionId)!; - } else if (!sessionId) { - - const { server, cleanup } = createServer(); - - // New initialization request - const eventStore = new InMemoryEventStore(); - transport = new StreamableHTTPServerTransport({ - sessionIdGenerator: () => randomUUID(), - eventStore, // Enable resumability - onsessioninitialized: (sessionId: string) => { - // Store the transport by session ID when session is initialized - // This avoids race conditions where requests might come in before the session is stored - console.error(`Session initialized with ID: ${sessionId}`); - transports.set(sessionId, transport); - } - }); - - - // Set up onclose handler to clean up transport when closed - server.onclose = async () => { - const sid = transport.sessionId; - if (sid && transports.has(sid)) { - console.error(`Transport closed for session ${sid}, removing from transports map`); - transports.delete(sid); - await cleanup(); - } - }; - - // Connect the transport to the MCP server BEFORE handling the request - // so responses can flow back through the same transport - await server.connect(transport); - - await transport.handleRequest(req, res); - return; // Already handled - } else { - // Invalid request - no session ID or not initialization request - res.status(400).json({ - jsonrpc: '2.0', - error: { - code: -32000, - message: 'Bad Request: No valid session ID provided', - }, - id: req?.body?.id, - }); - return; - } - - // Handle the request with existing transport - no need to reconnect - // The existing transport is already connected to the server - await transport.handleRequest(req, res); - } catch (error) { - console.error('Error handling MCP request:', error); - if (!res.headersSent) { - res.status(500).json({ - jsonrpc: '2.0', - error: { - code: -32603, - message: 'Internal server error', - }, - id: req?.body?.id, - }); - return; - } - } -}); - -// Handle GET requests for SSE streams (using built-in support from StreamableHTTP) -app.get('/mcp', async (req: Request, res: Response) => { - console.error('Received MCP GET request'); - const sessionId = req.headers['mcp-session-id'] as string | undefined; - if (!sessionId || !transports.has(sessionId)) { - res.status(400).json({ - jsonrpc: '2.0', - error: { - code: -32000, - message: 'Bad Request: No valid session ID provided', - }, - id: req?.body?.id, - }); - return; - } - - // Check for Last-Event-ID header for resumability - const lastEventId = req.headers['last-event-id'] as string | undefined; - if (lastEventId) { - console.error(`Client reconnecting with Last-Event-ID: ${lastEventId}`); - } else { - console.error(`Establishing new SSE stream for session ${sessionId}`); - } - - const transport = transports.get(sessionId); - await transport!.handleRequest(req, res); -}); - -// Handle DELETE requests for session termination (according to MCP spec) -app.delete('/mcp', async (req: Request, res: Response) => { - const sessionId = req.headers['mcp-session-id'] as string | undefined; - if (!sessionId || !transports.has(sessionId)) { - res.status(400).json({ - jsonrpc: '2.0', - error: { - code: -32000, - message: 'Bad Request: No valid session ID provided', - }, - id: req?.body?.id, - }); - return; - } - - console.error(`Received session termination request for session ${sessionId}`); - - try { - const transport = transports.get(sessionId); - await transport!.handleRequest(req, res); - } catch (error) { - console.error('Error handling session termination:', error); - if (!res.headersSent) { - res.status(500).json({ - jsonrpc: '2.0', - error: { - code: -32603, - message: 'Error handling session termination', - }, - id: req?.body?.id, - }); - return; - } - } -}); - -// Start the server -const PORT = process.env.PORT || 3001; -app.listen(PORT, () => { - console.error(`MCP Streamable HTTP Server listening on port ${PORT}`); -}); - -// Handle server shutdown -process.on('SIGINT', async () => { - console.error('Shutting down server...'); - - // Close all active transports to properly clean up resources - for (const sessionId in transports) { - try { - console.error(`Closing transport for session ${sessionId}`); - await transports.get(sessionId)!.close(); - transports.delete(sessionId); - } catch (error) { - console.error(`Error closing transport for session ${sessionId}:`, error); - } - } - - console.error('Server shutdown complete'); - process.exit(0); -}); diff --git a/src/everything/tools/echo.ts b/src/everything/tools/echo.ts new file mode 100644 index 00000000..204a2fb4 --- /dev/null +++ b/src/everything/tools/echo.ts @@ -0,0 +1,34 @@ +import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js"; +import { CallToolResult } from "@modelcontextprotocol/sdk/types.js"; +import { z } from "zod"; + +// Tool input schema +export const EchoSchema = z.object({ + message: z.string().describe("Message to echo"), +}); + +// Tool configuration +const name = "echo"; +const config = { + title: "Echo Tool", + description: "Echoes back the input string", + inputSchema: EchoSchema, +}; + +/** + * Registers the 'echo' tool. + * + * The registered tool validates input arguments using the EchoSchema and + * returns a response that echoes the message provided in the arguments. + * + * @param {McpServer} server - The McpServer instance where the tool will be registered. + * @returns {void} + */ +export const registerEchoTool = (server: McpServer) => { + server.registerTool(name, config, async (args): Promise => { + const validatedArgs = EchoSchema.parse(args); + return { + content: [{ type: "text", text: `Echo: ${validatedArgs.message}` }], + }; + }); +}; diff --git a/src/everything/tools/get-annotated-message.ts b/src/everything/tools/get-annotated-message.ts new file mode 100644 index 00000000..ead0660e --- /dev/null +++ b/src/everything/tools/get-annotated-message.ts @@ -0,0 +1,89 @@ +import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js"; +import { CallToolResult } from "@modelcontextprotocol/sdk/types.js"; +import { z } from "zod"; +import { MCP_TINY_IMAGE } from "./get-tiny-image.js"; + +// Tool input schema +const GetAnnotatedMessageSchema = z.object({ + messageType: z + .enum(["error", "success", "debug"]) + .describe("Type of message to demonstrate different annotation patterns"), + includeImage: z + .boolean() + .default(false) + .describe("Whether to include an example image"), +}); + +// Tool configuration +const name = "get-annotated-message"; +const config = { + title: "Get Annotated Message Tool", + description: + "Demonstrates how annotations can be used to provide metadata about content.", + inputSchema: GetAnnotatedMessageSchema, +}; + +/** + * Registers the 'get-annotated-message' tool. + * + * The registered tool generates and sends messages with specific types, such as error, + * success, or debug, carrying associated annotations like priority level and intended + * audience. + * + * The response will have annotations and optionally contain an annotated image. + * + * @function + * @param {McpServer} server - The McpServer instance where the tool will be registered. + */ +export const registerGetAnnotatedMessageTool = (server: McpServer) => { + server.registerTool(name, config, async (args): Promise => { + const { messageType, includeImage } = GetAnnotatedMessageSchema.parse(args); + + const content: CallToolResult["content"] = []; + + // Main message with different priorities/audiences based on type + if (messageType === "error") { + content.push({ + type: "text", + text: "Error: Operation failed", + annotations: { + priority: 1.0, // Errors are highest priority + audience: ["user", "assistant"], // Both need to know about errors + }, + }); + } else if (messageType === "success") { + content.push({ + type: "text", + text: "Operation completed successfully", + annotations: { + priority: 0.7, // Success messages are important but not critical + audience: ["user"], // Success mainly for user consumption + }, + }); + } else if (messageType === "debug") { + content.push({ + type: "text", + text: "Debug: Cache hit ratio 0.95, latency 150ms", + annotations: { + priority: 0.3, // Debug info is low priority + audience: ["assistant"], // Technical details for assistant + }, + }); + } + + // Optional image with its own annotations + if (includeImage) { + content.push({ + type: "image", + data: MCP_TINY_IMAGE, + mimeType: "image/png", + annotations: { + priority: 0.5, + audience: ["user"], // Images primarily for user visualization + }, + }); + } + + return { content }; + }); +}; diff --git a/src/everything/tools/get-env.ts b/src/everything/tools/get-env.ts new file mode 100644 index 00000000..0adbf5a1 --- /dev/null +++ b/src/everything/tools/get-env.ts @@ -0,0 +1,33 @@ +import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js"; +import { CallToolResult } from "@modelcontextprotocol/sdk/types.js"; + +// Tool configuration +const name = "get-env"; +const config = { + title: "Print Environment Tool", + description: + "Returns all environment variables, helpful for debugging MCP server configuration", + inputSchema: {}, +}; + +/** + * Registers the 'get-env' tool. + * + * The registered tool Retrieves and returns the environment variables + * of the current process as a JSON-formatted string encapsulated in a text response. + * + * @param {McpServer} server - The McpServer instance where the tool will be registered. + * @returns {void} + */ +export const registerGetEnvTool = (server: McpServer) => { + server.registerTool(name, config, async (args): Promise => { + return { + content: [ + { + type: "text", + text: JSON.stringify(process.env, null, 2), + }, + ], + }; + }); +}; diff --git a/src/everything/tools/get-resource-links.ts b/src/everything/tools/get-resource-links.ts new file mode 100644 index 00000000..b1fc627e --- /dev/null +++ b/src/everything/tools/get-resource-links.ts @@ -0,0 +1,80 @@ +import { z } from "zod"; +import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js"; +import { CallToolResult } from "@modelcontextprotocol/sdk/types.js"; +import { + textResource, + textResourceUri, + blobResourceUri, + blobResource, +} from "../resources/templates.js"; + +// Tool input schema +const GetResourceLinksSchema = z.object({ + count: z + .number() + .min(1) + .max(10) + .default(3) + .describe("Number of resource links to return (1-10)"), +}); + +// Tool configuration +const name = "get-resource-links"; +const config = { + title: "Get Resource Links Tool", + description: + "Returns up to ten resource links that reference different types of resources", + inputSchema: GetResourceLinksSchema, +}; + +/** + * Registers the 'get-resource-reference' tool. + * + * The registered tool retrieves a specified number of resource links and their metadata. + * Resource links are dynamically generated as either text or binary blob resources, + * based on their ID being even or odd. + + * The response contains a "text" introductory block and multiple "resource_link" blocks. + * + * @param {McpServer} server - The McpServer instance where the tool will be registered. + */ +export const registerGetResourceLinksTool = (server: McpServer) => { + server.registerTool(name, config, async (args): Promise => { + const { count } = GetResourceLinksSchema.parse(args); + + // Add intro text content block + const content: CallToolResult["content"] = []; + content.push({ + type: "text", + text: `Here are ${count} resource links to resources available in this server:`, + }); + + // Create resource link content blocks + for (let resourceId = 1; resourceId <= count; resourceId++) { + // Get resource uri for text or blob resource based on odd/even resourceId + const isOdd = resourceId % 2 === 0; + const uri = isOdd + ? textResourceUri(resourceId) + : blobResourceUri(resourceId); + + // Get resource based on the resource type + const resource = isOdd + ? textResource(uri, resourceId) + : blobResource(uri, resourceId); + + content.push({ + type: "resource_link", + uri: resource.uri, + name: `${isOdd ? "Text" : "Blob"} Resource ${resourceId}`, + description: `Resource ${resourceId}: ${ + resource.mimeType === "text/plain" + ? "plaintext resource" + : "binary blob resource" + }`, + mimeType: resource.mimeType, + }); + } + + return { content }; + }); +}; diff --git a/src/everything/tools/get-resource-reference.ts b/src/everything/tools/get-resource-reference.ts new file mode 100644 index 00000000..d3dc5d3e --- /dev/null +++ b/src/everything/tools/get-resource-reference.ts @@ -0,0 +1,98 @@ +import { z } from "zod"; +import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js"; +import { CallToolResult } from "@modelcontextprotocol/sdk/types.js"; +import { + textResource, + textResourceUri, + blobResourceUri, + blobResource, + RESOURCE_TYPE_BLOB, + RESOURCE_TYPE_TEXT, + RESOURCE_TYPES, +} from "../resources/templates.js"; + +// Tool input schema +const GetResourceReferenceSchema = z.object({ + resourceType: z + .enum([RESOURCE_TYPE_TEXT, RESOURCE_TYPE_BLOB]) + .default(RESOURCE_TYPE_TEXT), + resourceId: z + .number() + .default(1) + .describe("ID of the text resource to fetch"), +}); + +// Tool configuration +const name = "get-resource-reference"; +const config = { + title: "Get Resource Reference Tool", + description: "Returns a resource reference that can be used by MCP clients", + inputSchema: GetResourceReferenceSchema, +}; + +/** + * Registers the 'get-resource-reference' tool. + * + * The registered tool validates and processes arguments for retrieving a resource + * reference. Supported resource types include predefined `RESOURCE_TYPE_TEXT` and + * `RESOURCE_TYPE_BLOB`. The retrieved resource's reference will include the resource + * ID, type, and its associated URI. + * + * The tool performs the following operations: + * 1. Validates the `resourceType` argument to ensure it matches a supported type. + * 2. Validates the `resourceId` argument to ensure it is a finite positive integer. + * 3. Constructs a URI for the resource based on its type (text or blob). + * 4. Retrieves the resource and returns it in a content block. + * + * @param {McpServer} server - The McpServer instance where the tool will be registered. + */ +export const registerGetResourceReferenceTool = (server: McpServer) => { + server.registerTool(name, config, async (args): Promise => { + // Validate resource type argument + const { resourceType } = args; + if (!RESOURCE_TYPES.includes(resourceType)) { + throw new Error( + `Invalid resourceType: ${args?.resourceType}. Must be ${RESOURCE_TYPE_TEXT} or ${RESOURCE_TYPE_BLOB}.` + ); + } + + // Validate resourceId argument + const resourceId = Number(args?.resourceId); + if ( + !Number.isFinite(resourceId) || + !Number.isInteger(resourceId) || + resourceId < 1 + ) { + throw new Error( + `Invalid resourceId: ${args?.resourceId}. Must be a finite positive integer.` + ); + } + + // Get resource based on the resource type + const uri = + resourceType === RESOURCE_TYPE_TEXT + ? textResourceUri(resourceId) + : blobResourceUri(resourceId); + const resource = + resourceType === RESOURCE_TYPE_TEXT + ? textResource(uri, resourceId) + : blobResource(uri, resourceId); + + return { + content: [ + { + type: "text", + text: `Returning resource reference for Resource ${resourceId}:`, + }, + { + type: "resource", + resource: resource, + }, + { + type: "text", + text: `You can access this resource using the URI: ${resource.uri}`, + }, + ], + }; + }); +}; diff --git a/src/everything/tools/get-roots-list.ts b/src/everything/tools/get-roots-list.ts new file mode 100644 index 00000000..62363da2 --- /dev/null +++ b/src/everything/tools/get-roots-list.ts @@ -0,0 +1,92 @@ +import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js"; +import { CallToolResult } from "@modelcontextprotocol/sdk/types.js"; +import { syncRoots } from "../server/roots.js"; + +// Tool configuration +const name = "get-roots-list"; +const config = { + title: "Get Roots List Tool", + description: + "Lists the current MCP roots provided by the client. Demonstrates the roots protocol capability even though this server doesn't access files.", + inputSchema: {}, +}; + +/** + * Registers the 'get-roots-list' tool. + * + * If the client does not support the roots capability, the tool is not registered. + * + * The registered tool interacts with the MCP roots capability, which enables the server to access + * information about the client's workspace directories or file system roots. + * + * When supported, the server automatically retrieves and formats the current list of roots from the + * client upon connection and whenever the client sends a `roots/list_changed` notification. + * + * Therefore, this tool displays the roots that the server currently knows about for the connected + * client. If for some reason the server never got the initial roots list, the tool will request the + * list from the client again. + * + * @param {McpServer} server - The McpServer instance where the tool will be registered. + */ +export const registerGetRootsListTool = (server: McpServer) => { + // Does client support roots? + const clientCapabilities = server.server.getClientCapabilities() || {}; + const clientSupportsRoots: boolean = clientCapabilities.roots !== undefined; + + // If so, register tool + if (clientSupportsRoots) { + server.registerTool( + name, + config, + async (args, extra): Promise => { + // Get the current rootsFetch the current roots list from the client if need be + const currentRoots = await syncRoots(server, extra.sessionId); + + // Respond if client supports roots but doesn't have any configured + if ( + clientSupportsRoots && + (!currentRoots || currentRoots.length === 0) + ) { + return { + content: [ + { + type: "text", + text: + "The client supports roots but no roots are currently configured.\n\n" + + "This could mean:\n" + + "1. The client hasn't provided any roots yet\n" + + "2. The client provided an empty roots list\n" + + "3. The roots configuration is still being loaded", + }, + ], + }; + } + + // Create formatted response if there is a list of roots + const rootsList = currentRoots + ? currentRoots + .map((root, index) => { + return `${index + 1}. ${root.name || "Unnamed Root"}\n URI: ${ + root.uri + }`; + }) + .join("\n\n") + : "No roots found"; + + return { + content: [ + { + type: "text", + text: + `Current MCP Roots (${ + currentRoots!.length + } total):\n\n${rootsList}\n\n` + + "Note: This server demonstrates the roots protocol capability but doesn't actually access files. " + + "The roots are provided by the MCP client and can be used by servers that need file system access.", + }, + ], + }; + } + ); + } +}; diff --git a/src/everything/tools/get-structured-content.ts b/src/everything/tools/get-structured-content.ts new file mode 100644 index 00000000..83c98c0a --- /dev/null +++ b/src/everything/tools/get-structured-content.ts @@ -0,0 +1,86 @@ +import { z } from "zod"; +import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js"; +import { + CallToolResult, + ContentBlock, +} from "@modelcontextprotocol/sdk/types.js"; + +// Tool input schema +const GetStructuredContentInputSchema = { + location: z + .enum(["New York", "Chicago", "Los Angeles"]) + .describe("Choose city"), +}; + +// Tool output schema +const GetStructuredContentOutputSchema = z.object({ + temperature: z.number().describe("Temperature in celsius"), + conditions: z.string().describe("Weather conditions description"), + humidity: z.number().describe("Humidity percentage"), +}); + +// Tool configuration +const name = "get-structured-content"; +const config = { + title: "Get Structured Content Tool", + description: + "Returns structured content along with an output schema for client data validation", + inputSchema: GetStructuredContentInputSchema, + outputSchema: GetStructuredContentOutputSchema, +}; + +/** + * Registers the 'get-structured-content' tool. + * + * The registered tool processes incoming arguments using a predefined input schema, + * generates structured content with weather information including temperature, + * conditions, and humidity, and returns both backward-compatible content blocks + * and structured content in the response. + * + * The response contains: + * - `content`: An array of content blocks, presented as JSON stringified objects. + * - `structuredContent`: A JSON structured representation of the weather data. + * + * @param {McpServer} server - The McpServer instance where the tool will be registered. + */ +export const registerGetStructuredContentTool = (server: McpServer) => { + server.registerTool(name, config, async (args): Promise => { + // Get simulated weather for the chosen city + let weather; + switch (args.location) { + case "New York": + weather = { + temperature: 33, + conditions: "Cloudy", + humidity: 82, + }; + break; + + case "Chicago": + weather = { + temperature: 36, + conditions: "Light rain / drizzle", + humidity: 82, + }; + break; + + case "Los Angeles": + weather = { + temperature: 73, + conditions: "Sunny / Clear", + humidity: 48, + }; + break; + } + + const backwardCompatibleContentBlock: ContentBlock = { + type: "text", + text: JSON.stringify(weather), + }; + + return { + content: [backwardCompatibleContentBlock], + structuredContent: weather, + }; + }); +}; diff --git a/src/everything/tools/get-sum.ts b/src/everything/tools/get-sum.ts new file mode 100644 index 00000000..522043c8 --- /dev/null +++ b/src/everything/tools/get-sum.ts @@ -0,0 +1,45 @@ +import { z } from "zod"; +import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js"; +import { CallToolResult } from "@modelcontextprotocol/sdk/types.js"; + +// Tool input schema +const GetSumSchema = z.object({ + a: z.number().describe("First number"), + b: z.number().describe("Second number"), +}); + +// Tool configuration +const name = "get-sum"; +const config = { + title: "Get Sum Tool", + description: "Returns the sum of two numbers", + inputSchema: GetSumSchema, +}; + +/** + * Registers the 'get-sum' tool. + ** + * The registered tool processes input arguments, validates them using a predefined schema, + * calculates the sum of two numeric values, and returns the result in a content block. + * + * Expects input arguments to conform to a specific schema that includes two numeric properties, `a` and `b`. + * Validation is performed to ensure the input adheres to the expected structure before calculating the sum. + * + * The result is returned as a Promise resolving to an object containing the computed sum in a text format. + * + * @param {McpServer} server - The McpServer instance where the tool will be registered. + */ +export const registerGetSumTool = (server: McpServer) => { + server.registerTool(name, config, async (args): Promise => { + const validatedArgs = GetSumSchema.parse(args); + const sum = validatedArgs.a + validatedArgs.b; + return { + content: [ + { + type: "text", + text: `The sum of ${validatedArgs.a} and ${validatedArgs.b} is ${sum}.`, + }, + ], + }; + }); +}; diff --git a/src/everything/tools/get-tiny-image.ts b/src/everything/tools/get-tiny-image.ts new file mode 100644 index 00000000..720707d0 --- /dev/null +++ b/src/everything/tools/get-tiny-image.ts @@ -0,0 +1,47 @@ +import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js"; +import { CallToolResult } from "@modelcontextprotocol/sdk/types.js"; + +// A tiny encoded MCP logo image +export const MCP_TINY_IMAGE = + "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"; + +// Tool configuration +const name = "get-tiny-image"; +const config = { + title: "Get Tiny Image Tool", + description: "Returns a tiny MCP logo image.", + inputSchema: {}, +}; + +/** + * Registers the "get-tiny-image" tool. + * + * The registered tool returns a response containing a small image alongside some + * descriptive text. + * + * The response structure includes textual content before and after the image. + * The image is served as a PNG data type and represents the default MCP tiny image. + * + * @param server - The McpServer instance where the tool will be registered. + */ +export const registerGetTinyImageTool = (server: McpServer) => { + server.registerTool(name, config, async (args): Promise => { + return { + content: [ + { + type: "text", + text: "Here's the image you requested:", + }, + { + type: "image", + data: MCP_TINY_IMAGE, + mimeType: "image/png", + }, + { + type: "text", + text: "The image above is the MCP logo.", + }, + ], + }; + }); +}; diff --git a/src/everything/tools/gzip-file-as-resource.ts b/src/everything/tools/gzip-file-as-resource.ts new file mode 100644 index 00000000..608fcf4a --- /dev/null +++ b/src/everything/tools/gzip-file-as-resource.ts @@ -0,0 +1,243 @@ +import { z } from "zod"; +import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js"; +import { CallToolResult, Resource } from "@modelcontextprotocol/sdk/types.js"; +import { gzipSync } from "node:zlib"; +import { + getSessionResourceURI, + registerSessionResource, +} from "../resources/session.js"; + +// Maximum input file size - 10 MB default +const GZIP_MAX_FETCH_SIZE = Number( + process.env.GZIP_MAX_FETCH_SIZE ?? String(10 * 1024 * 1024) +); + +// Maximum fetch time - 30 seconds default. +const GZIP_MAX_FETCH_TIME_MILLIS = Number( + process.env.GZIP_MAX_FETCH_TIME_MILLIS ?? String(30 * 1000) +); + +// Comma-separated list of allowed domains. Empty means all domains are allowed. +const GZIP_ALLOWED_DOMAINS = (process.env.GZIP_ALLOWED_DOMAINS ?? "") + .split(",") + .map((d) => d.trim().toLowerCase()) + .filter((d) => d.length > 0); + +// Tool input schema +const GZipFileAsResourceSchema = z.object({ + name: z.string().describe("Name of the output file").default("README.md.gz"), + data: z + .string() + .url() + .describe("URL or data URI of the file content to compress") + .default( + "https://raw.githubusercontent.com/modelcontextprotocol/servers/refs/heads/main/README.md" + ), + outputType: z + .enum(["resourceLink", "resource"]) + .default("resourceLink") + .describe( + "How the resulting gzipped file should be returned. 'resourceLink' returns a link to a resource that can be read later, 'resource' returns a full resource object." + ), +}); + +// Tool configuration +const name = "gzip-file-as-resource"; +const config = { + title: "GZip File as Resource Tool", + description: + "Compresses a single file using gzip compression. Depending upon the selected output type, returns either the compressed data as a gzipped resource or a resource link, allowing it to be downloaded in a subsequent request during the current session.", + inputSchema: GZipFileAsResourceSchema, +}; + +/** + * Registers the `gzip-file-as-resource` tool. + * + * The registered tool compresses input data using gzip, and makes the resulting file accessible + * as a resource for the duration of the session. + * + * The tool supports two output types: + * - "resource": Returns the resource directly, including its URI, MIME type, and base64-encoded content. + * - "resourceLink": Returns a link to access the resource later. + * + * If an unrecognized `outputType` is provided, the tool throws an error. + * + * @param {McpServer} server - The McpServer instance where the tool will be registered. + * @throws {Error} Throws an error if an unknown output type is specified. + */ +export const registerGZipFileAsResourceTool = (server: McpServer) => { + server.registerTool(name, config, async (args): Promise => { + const { + name, + data: dataUri, + outputType, + } = GZipFileAsResourceSchema.parse(args); + + // Validate data uri + const url = validateDataURI(dataUri); + + // Fetch the data + const response = await fetchSafely(url, { + maxBytes: GZIP_MAX_FETCH_SIZE, + timeoutMillis: GZIP_MAX_FETCH_TIME_MILLIS, + }); + + // Compress the data using gzip + const inputBuffer = Buffer.from(response); + const compressedBuffer = gzipSync(inputBuffer); + + // Create resource + const uri = getSessionResourceURI(name); + const blob = compressedBuffer.toString("base64"); + const mimeType = "application/gzip"; + const resource = { uri, name, mimeType }; + + // Register resource, get resource link in return + const resourceLink = registerSessionResource( + server, + resource, + "blob", + blob + ); + + // Return the resource or a resource link that can be used to access this resource later + if (outputType === "resource") { + return { + content: [ + { + type: "resource", + resource: { uri, mimeType, blob }, + }, + ], + }; + } else if (outputType === "resourceLink") { + return { + content: [resourceLink], + }; + } else { + throw new Error(`Unknown outputType: ${outputType}`); + } + }); +}; + +/** + * Validates a given data URI to ensure it follows the appropriate protocols and rules. + * + * @param {string} dataUri - The data URI to validate. Must be an HTTP, HTTPS, or data protocol URL. If a domain is provided, it must match the allowed domains list if applicable. + * @return {URL} The validated and parsed URL object. + * @throws {Error} If the data URI does not use a supported protocol or does not meet allowed domains criteria. + */ +function validateDataURI(dataUri: string): URL { + // Validate Inputs + const url = new URL(dataUri); + try { + if ( + url.protocol !== "http:" && + url.protocol !== "https:" && + url.protocol !== "data:" + ) { + throw new Error( + `Unsupported URL protocol for ${dataUri}. Only http, https, and data URLs are supported.` + ); + } + if ( + GZIP_ALLOWED_DOMAINS.length > 0 && + (url.protocol === "http:" || url.protocol === "https:") + ) { + const domain = url.hostname; + const domainAllowed = GZIP_ALLOWED_DOMAINS.some((allowedDomain) => { + return domain === allowedDomain || domain.endsWith(`.${allowedDomain}`); + }); + if (!domainAllowed) { + throw new Error(`Domain ${domain} is not in the allowed domains list.`); + } + } + } catch (error) { + throw new Error( + `Error processing file ${dataUri}: ${ + error instanceof Error ? error.message : String(error) + }` + ); + } + return url; +} + +/** + * Fetches data safely from a given URL while ensuring constraints on maximum byte size and timeout duration. + * + * @param {URL} url The URL to fetch data from. + * @param {Object} options An object containing options for the fetch operation. + * @param {number} options.maxBytes The maximum allowed size (in bytes) of the response. If the response exceeds this size, the operation will be aborted. + * @param {number} options.timeoutMillis The timeout duration (in milliseconds) for the fetch operation. If the fetch takes longer, it will be aborted. + * @return {Promise} A promise that resolves with the response as an ArrayBuffer if successful. + * @throws {Error} Throws an error if the response size exceeds the defined limit, the fetch times out, or the response is otherwise invalid. + */ +async function fetchSafely( + url: URL, + { maxBytes, timeoutMillis }: { maxBytes: number; timeoutMillis: number } +): Promise { + const controller = new AbortController(); + const timeout = setTimeout( + () => + controller.abort( + `Fetching ${url} took more than ${timeoutMillis} ms and was aborted.` + ), + timeoutMillis + ); + + try { + // Fetch the data + const response = await fetch(url, { signal: controller.signal }); + if (!response.body) { + throw new Error("No response body"); + } + + // Note: we can't trust the Content-Length header: a malicious or clumsy server could return much more data than advertised. + // We check it here for early bail-out, but we still need to monitor actual bytes read below. + const contentLengthHeader = response.headers.get("content-length"); + if (contentLengthHeader != null) { + const contentLength = parseInt(contentLengthHeader, 10); + if (contentLength > maxBytes) { + throw new Error( + `Content-Length for ${url} exceeds max of ${maxBytes}: ${contentLength}` + ); + } + } + + // Read the fetched data from the response body + const reader = response.body.getReader(); + const chunks = []; + let totalSize = 0; + + // Read chunks until done + try { + while (true) { + const { done, value } = await reader.read(); + if (done) break; + + totalSize += value.length; + + if (totalSize > maxBytes) { + reader.cancel(); + throw new Error(`Response from ${url} exceeds ${maxBytes} bytes`); + } + + chunks.push(value); + } + } finally { + reader.releaseLock(); + } + + // Combine chunks into a single buffer + const buffer = new Uint8Array(totalSize); + let offset = 0; + for (const chunk of chunks) { + buffer.set(chunk, offset); + offset += chunk.length; + } + + return buffer.buffer; + } finally { + clearTimeout(timeout); + } +} diff --git a/src/everything/tools/index.ts b/src/everything/tools/index.ts new file mode 100644 index 00000000..1526f09d --- /dev/null +++ b/src/everything/tools/index.ts @@ -0,0 +1,53 @@ +import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js"; +import { registerGetAnnotatedMessageTool } from "./get-annotated-message.js"; +import { registerEchoTool } from "./echo.js"; +import { registerGetEnvTool } from "./get-env.js"; +import { registerGetResourceLinksTool } from "./get-resource-links.js"; +import { registerGetResourceReferenceTool } from "./get-resource-reference.js"; +import { registerGetRootsListTool } from "./get-roots-list.js"; +import { registerGetStructuredContentTool } from "./get-structured-content.js"; +import { registerGetSumTool } from "./get-sum.js"; +import { registerGetTinyImageTool } from "./get-tiny-image.js"; +import { registerGZipFileAsResourceTool } from "./gzip-file-as-resource.js"; +import { registerToggleSimulatedLoggingTool } from "./toggle-simulated-logging.js"; +import { registerToggleSubscriberUpdatesTool } from "./toggle-subscriber-updates.js"; +import { registerTriggerElicitationRequestTool } from "./trigger-elicitation-request.js"; +import { registerTriggerLongRunningOperationTool } from "./trigger-long-running-operation.js"; +import { registerTriggerSamplingRequestTool } from "./trigger-sampling-request.js"; +import { registerTriggerSamplingRequestAsyncTool } from "./trigger-sampling-request-async.js"; +import { registerTriggerElicitationRequestAsyncTool } from "./trigger-elicitation-request-async.js"; +import { registerSimulateResearchQueryTool } from "./simulate-research-query.js"; + +/** + * Register the tools with the MCP server. + * @param server + */ +export const registerTools = (server: McpServer) => { + registerEchoTool(server); + registerGetAnnotatedMessageTool(server); + registerGetEnvTool(server); + registerGetResourceLinksTool(server); + registerGetResourceReferenceTool(server); + registerGetStructuredContentTool(server); + registerGetSumTool(server); + registerGetTinyImageTool(server); + registerGZipFileAsResourceTool(server); + registerToggleSimulatedLoggingTool(server); + registerToggleSubscriberUpdatesTool(server); + registerTriggerLongRunningOperationTool(server); +}; + +/** + * Register the tools that are conditional upon client capabilities. + * These must be registered conditionally, after initialization. + */ +export const registerConditionalTools = (server: McpServer) => { + registerGetRootsListTool(server); + registerTriggerElicitationRequestTool(server); + registerTriggerSamplingRequestTool(server); + // Task-based research tool (uses experimental tasks API) + registerSimulateResearchQueryTool(server); + // Bidirectional task tools - server sends requests that client executes as tasks + registerTriggerSamplingRequestAsyncTool(server); + registerTriggerElicitationRequestAsyncTool(server); +}; diff --git a/src/everything/tools/simulate-research-query.ts b/src/everything/tools/simulate-research-query.ts new file mode 100644 index 00000000..8b485ca2 --- /dev/null +++ b/src/everything/tools/simulate-research-query.ts @@ -0,0 +1,345 @@ +import { z } from "zod"; +import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js"; +import { + CallToolResult, + GetTaskResult, + Task, + ElicitResult, + ElicitResultSchema, +} from "@modelcontextprotocol/sdk/types.js"; +import { CreateTaskResult } from "@modelcontextprotocol/sdk/experimental/tasks"; + +// Tool input schema +const SimulateResearchQuerySchema = z.object({ + topic: z.string().describe("The research topic to investigate"), + ambiguous: z + .boolean() + .default(false) + .describe( + "Simulate an ambiguous query that requires clarification (triggers input_required status)" + ), +}); + +// Research stages +const STAGES = [ + "Gathering sources", + "Analyzing content", + "Synthesizing findings", + "Generating report", +]; + +// Duration per stage in milliseconds +const STAGE_DURATION = 1000; + +// Internal state for tracking research tasks +interface ResearchState { + topic: string; + ambiguous: boolean; + currentStage: number; + clarification?: string; + completed: boolean; + result?: CallToolResult; +} + +// Map to store research state per task +const researchStates = new Map(); + +/** + * Runs the background research process. + * Updates task status as it progresses through stages. + * If clarification is needed, attempts elicitation via sendRequest. + * + * Note: Elicitation only works on STDIO transport. On HTTP transport, + * sendRequest will fail and the task will use a default interpretation. + * Full HTTP support requires SDK PR #1210's elicitInputStream API. + */ +async function runResearchProcess( + taskId: string, + args: z.infer, + taskStore: { + updateTaskStatus: ( + taskId: string, + status: Task["status"], + message?: string + ) => Promise; + storeTaskResult: ( + taskId: string, + status: "completed" | "failed", + result: CallToolResult + ) => Promise; + }, + // eslint-disable-next-line @typescript-eslint/no-explicit-any + sendRequest: any +): Promise { + const state = researchStates.get(taskId); + if (!state) return; + + // Process each stage + for (let i = state.currentStage; i < STAGES.length; i++) { + state.currentStage = i; + + // Check if task was cancelled externally + if (state.completed) return; + + // Update status message for current stage + await taskStore.updateTaskStatus(taskId, "working", `${STAGES[i]}...`); + + // At synthesis stage (index 2), check if clarification is needed + if (i === 2 && state.ambiguous && !state.clarification) { + // Update status to show we're requesting input (spec SHOULD) + await taskStore.updateTaskStatus( + taskId, + "input_required", + `Found multiple interpretations for "${state.topic}". Requesting clarification...` + ); + + try { + // Try elicitation via sendRequest (works on STDIO, fails on HTTP) + const elicitResult: ElicitResult = await sendRequest( + { + method: "elicitation/create", + params: { + message: `The research query "${state.topic}" could have multiple interpretations. Please clarify what you're looking for:`, + requestedSchema: { + type: "object", + properties: { + interpretation: { + type: "string", + title: "Clarification", + description: + "Which interpretation of the topic do you mean?", + oneOf: getInterpretationsForTopic(state.topic), + }, + }, + required: ["interpretation"], + }, + }, + }, + ElicitResultSchema + ); + + // Process elicitation response + if (elicitResult.action === "accept" && elicitResult.content) { + state.clarification = + (elicitResult.content as { interpretation?: string }) + .interpretation || "User accepted without selection"; + } else if (elicitResult.action === "decline") { + state.clarification = "User declined - using default interpretation"; + } else { + state.clarification = "User cancelled - using default interpretation"; + } + } catch (error) { + // Elicitation failed (likely HTTP transport without streaming support) + // Use default interpretation and continue - task should still complete + console.warn( + `Elicitation failed for task ${taskId} (HTTP transport?):`, + error instanceof Error ? error.message : String(error) + ); + state.clarification = + "technical (default - elicitation unavailable on HTTP)"; + } + + // Resume with working status (spec SHOULD) + await taskStore.updateTaskStatus( + taskId, + "working", + `Continuing with interpretation: "${state.clarification}"...` + ); + + // Continue processing (no return - just keep going through the loop) + } + + // Simulate work for this stage + await new Promise((resolve) => setTimeout(resolve, STAGE_DURATION)); + } + + // All stages complete - generate result + state.completed = true; + const result = generateResearchReport(state); + state.result = result; + + await taskStore.storeTaskResult(taskId, "completed", result); +} + +/** + * Generates the final research report with educational content about tasks. + */ +function generateResearchReport(state: ResearchState): CallToolResult { + const topic = state.clarification + ? `${state.topic} (${state.clarification})` + : state.topic; + + const report = `# Research Report: ${topic} + +## Research Parameters +- **Topic**: ${state.topic} +${state.clarification ? `- **Clarification**: ${state.clarification}` : ""} + +## Synthesis +This research query was processed through ${STAGES.length} stages: +${STAGES.map((s, i) => `- Stage ${i + 1}: ${s} ✓`).join("\n")} + +--- + +## About This Demo (SEP-1686: Tasks) + +This tool demonstrates MCP's task-based execution pattern for long-running operations: + +**Task Lifecycle Demonstrated:** +1. \`tools/call\` with \`task\` parameter → Server returns \`CreateTaskResult\` (not the final result) +2. Client polls \`tasks/get\` → Server returns current status and \`statusMessage\` +3. Status progressed: \`working\` → ${ + state.clarification ? `\`input_required\` → \`working\` → ` : "" + }\`completed\` +4. Client calls \`tasks/result\` → Server returns this final result + +${ + state.clarification + ? `**Elicitation Flow:** +When the query was ambiguous, the server sent an \`elicitation/create\` request +to the client. The task status changed to \`input_required\` while awaiting user input. +${ + state.clarification.includes("unavailable on HTTP") + ? ` +**Note:** Elicitation was skipped because this server is running over HTTP transport. +The current SDK's \`sendRequest\` only works over STDIO. Full HTTP elicitation support +requires SDK PR #1210's streaming \`elicitInputStream\` API. +` + : `After receiving clarification ("${state.clarification}"), the task resumed processing and completed.` +} +` + : "" +} +**Key Concepts:** +- Tasks enable "call now, fetch later" patterns +- \`statusMessage\` provides human-readable progress updates +- Tasks have TTL (time-to-live) for automatic cleanup +- \`pollInterval\` suggests how often to check status +- Elicitation requests can be sent directly during task execution + +*This is a simulated research report from the Everything MCP Server.* +`; + + return { + content: [ + { + type: "text", + text: report, + }, + ], + }; +} + +/** + * Registers the 'simulate-research-query' tool as a task-based tool. + * + * This tool demonstrates the MCP Tasks feature (SEP-1686) with a real-world scenario: + * a research tool that gathers and synthesizes information from multiple sources. + * If the query is ambiguous, it pauses to ask for clarification before completing. + * + * @param {McpServer} server - The McpServer instance where the tool will be registered. + */ +export const registerSimulateResearchQueryTool = (server: McpServer) => { + // Check if client supports elicitation (needed for input_required flow) + const clientCapabilities = server.server.getClientCapabilities() || {}; + const clientSupportsElicitation: boolean = + clientCapabilities.elicitation !== undefined; + + server.experimental.tasks.registerToolTask( + "simulate-research-query", + { + title: "Simulate Research Query", + description: + "Simulates a deep research operation that gathers, analyzes, and synthesizes information. " + + "Demonstrates MCP task-based operations with progress through multiple stages. " + + "If 'ambiguous' is true and client supports elicitation, sends an elicitation request for clarification.", + inputSchema: SimulateResearchQuerySchema, + execution: { taskSupport: "required" }, + }, + { + /** + * Creates a new research task and starts background processing. + */ + createTask: async (args, extra): Promise => { + const validatedArgs = SimulateResearchQuerySchema.parse(args); + + // Create the task in the store + const task = await extra.taskStore.createTask({ + ttl: 300000, // 5 minutes + pollInterval: 1000, + }); + + // Initialize research state + const state: ResearchState = { + topic: validatedArgs.topic, + ambiguous: validatedArgs.ambiguous && clientSupportsElicitation, + currentStage: 0, + completed: false, + }; + researchStates.set(task.taskId, state); + + // Start background research (don't await - runs asynchronously) + // Pass sendRequest for elicitation (works on STDIO, gracefully degrades on HTTP) + runResearchProcess( + task.taskId, + validatedArgs, + extra.taskStore, + extra.sendRequest + ).catch((error) => { + console.error(`Research task ${task.taskId} failed:`, error); + extra.taskStore + .updateTaskStatus(task.taskId, "failed", String(error)) + .catch(console.error); + }); + + return { task }; + }, + + /** + * Returns the current status of the research task. + */ + getTask: async (args, extra): Promise => { + return await extra.taskStore.getTask(extra.taskId); + }, + + /** + * Returns the task result. + * Elicitation is now handled directly in the background process. + */ + getTaskResult: async (args, extra): Promise => { + // Return the stored result + const result = await extra.taskStore.getTaskResult(extra.taskId); + + // Clean up state + researchStates.delete(extra.taskId); + + return result as CallToolResult; + }, + } + ); +}; + +/** + * Returns contextual interpretation options based on the topic. + */ +function getInterpretationsForTopic( + topic: string +): Array<{ const: string; title: string }> { + const lowerTopic = topic.toLowerCase(); + + // Example: contextual interpretations for "python" + if (lowerTopic.includes("python")) { + return [ + { const: "programming", title: "Python programming language" }, + { const: "snake", title: "Python snake species" }, + { const: "comedy", title: "Monty Python comedy group" }, + ]; + } + + // Default generic interpretations + return [ + { const: "technical", title: "Technical/scientific perspective" }, + { const: "historical", title: "Historical perspective" }, + { const: "current", title: "Current events/news perspective" }, + ]; +} diff --git a/src/everything/tools/toggle-simulated-logging.ts b/src/everything/tools/toggle-simulated-logging.ts new file mode 100644 index 00000000..4941ed77 --- /dev/null +++ b/src/everything/tools/toggle-simulated-logging.ts @@ -0,0 +1,54 @@ +import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js"; +import { CallToolResult } from "@modelcontextprotocol/sdk/types.js"; +import { + beginSimulatedLogging, + stopSimulatedLogging, +} from "../server/logging.js"; + +// Tool configuration +const name = "toggle-simulated-logging"; +const config = { + title: "Toggle Simulated Logging", + description: "Toggles simulated, random-leveled logging on or off.", + inputSchema: {}, +}; + +// Track enabled clients by session id +const clients: Set = new Set(); + +/** + * Registers the `toggle-simulated-logging` tool. + * + * The registered tool enables or disables the sending of periodic, random-leveled + * logging messages the connected client. + * + * When invoked, it either starts or stops simulated logging based on the session's + * current state. If logging for the specified session is active, it will be stopped; + * if it is inactive, logging will be started. + * + * @param {McpServer} server - The McpServer instance where the tool will be registered. + */ +export const registerToggleSimulatedLoggingTool = (server: McpServer) => { + server.registerTool( + name, + config, + async (_args, extra): Promise => { + const sessionId = extra?.sessionId; + + let response: string; + if (clients.has(sessionId)) { + stopSimulatedLogging(sessionId); + clients.delete(sessionId); + response = `Stopped simulated logging for session ${sessionId}`; + } else { + beginSimulatedLogging(server, sessionId); + clients.add(sessionId); + response = `Started simulated, random-leveled logging for session ${sessionId} at a 5 second pace. Client's selected logging level will be respected. If an interval elapses and the message to be sent is below the selected level, it will not be sent. Thus at higher chosen logging levels, messages should arrive further apart. `; + } + + return { + content: [{ type: "text", text: `${response}` }], + }; + } + ); +}; diff --git a/src/everything/tools/toggle-subscriber-updates.ts b/src/everything/tools/toggle-subscriber-updates.ts new file mode 100644 index 00000000..03b949e2 --- /dev/null +++ b/src/everything/tools/toggle-subscriber-updates.ts @@ -0,0 +1,57 @@ +import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js"; +import { CallToolResult } from "@modelcontextprotocol/sdk/types.js"; +import { + beginSimulatedResourceUpdates, + stopSimulatedResourceUpdates, +} from "../resources/subscriptions.js"; + +// Tool configuration +const name = "toggle-subscriber-updates"; +const config = { + title: "Toggle Subscriber Updates", + description: "Toggles simulated resource subscription updates on or off.", + inputSchema: {}, +}; + +// Track enabled clients by session id +const clients: Set = new Set(); + +/** + * Registers the `toggle-subscriber-updates` tool. + * + * The registered tool enables or disables the sending of periodic, simulated resource + * update messages the connected client for any subscriptions they have made. + * + * When invoked, it either starts or stops simulated resource updates based on the session's + * current state. If simulated updates for the specified session is active, it will be stopped; + * if it is inactive, simulated updates will be started. + * + * The response provides feedback indicating whether simulated updates were started or stopped, + * including the session ID. + * + * @param {McpServer} server - The McpServer instance where the tool will be registered. + */ +export const registerToggleSubscriberUpdatesTool = (server: McpServer) => { + server.registerTool( + name, + config, + async (_args, extra): Promise => { + const sessionId = extra?.sessionId; + + let response: string; + if (clients.has(sessionId)) { + stopSimulatedResourceUpdates(sessionId); + clients.delete(sessionId); + response = `Stopped simulated resource updates for session ${sessionId}`; + } else { + beginSimulatedResourceUpdates(server, sessionId); + clients.add(sessionId); + response = `Started simulated resource updated notifications for session ${sessionId} at a 5 second pace. Client will receive updates for any resources the it is subscribed to.`; + } + + return { + content: [{ type: "text", text: `${response}` }], + }; + } + ); +}; diff --git a/src/everything/tools/trigger-elicitation-request-async.ts b/src/everything/tools/trigger-elicitation-request-async.ts new file mode 100644 index 00000000..6cf6f3e5 --- /dev/null +++ b/src/everything/tools/trigger-elicitation-request-async.ts @@ -0,0 +1,265 @@ +import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js"; +import { CallToolResult } from "@modelcontextprotocol/sdk/types.js"; +import { z } from "zod"; + +// Tool configuration +const name = "trigger-elicitation-request-async"; +const config = { + title: "Trigger Async Elicitation Request Tool", + description: + "Trigger an async elicitation request that the CLIENT executes as a background task. " + + "Demonstrates bidirectional MCP tasks where the server sends an elicitation request and " + + "the client handles user input asynchronously, allowing the server to poll for completion.", + inputSchema: {}, +}; + +// Poll interval in milliseconds +const POLL_INTERVAL = 1000; + +// Maximum poll attempts before timeout (10 minutes for user input) +const MAX_POLL_ATTEMPTS = 600; + +/** + * Registers the 'trigger-elicitation-request-async' tool. + * + * This tool demonstrates bidirectional MCP tasks for elicitation: + * - Server sends elicitation request to client with task metadata + * - Client creates a task and returns CreateTaskResult + * - Client prompts user for input (task status: input_required) + * - Server polls client's tasks/get endpoint for status + * - Server fetches final result from client's tasks/result endpoint + * + * @param {McpServer} server - The McpServer instance where the tool will be registered. + */ +export const registerTriggerElicitationRequestAsyncTool = ( + server: McpServer +) => { + // Check client capabilities + const clientCapabilities = server.server.getClientCapabilities() || {}; + + // Client must support elicitation AND tasks.requests.elicitation + const clientSupportsElicitation = + clientCapabilities.elicitation !== undefined; + const clientTasksCapability = clientCapabilities.tasks as + | { + requests?: { elicitation?: { create?: object } }; + } + | undefined; + const clientSupportsAsyncElicitation = + clientTasksCapability?.requests?.elicitation?.create !== undefined; + + if (clientSupportsElicitation && clientSupportsAsyncElicitation) { + server.registerTool( + name, + config, + async (args, extra): Promise => { + // Create the elicitation request WITH task metadata + // Using z.any() schema to avoid complex type matching with _meta + const request = { + method: "elicitation/create" as const, + params: { + task: { + ttl: 600000, // 10 minutes (user input may take a while) + }, + message: + "Please provide inputs for the following fields (async task demo):", + requestedSchema: { + type: "object" as const, + properties: { + name: { + title: "Your Name", + type: "string" as const, + description: "Your full name", + }, + favoriteColor: { + title: "Favorite Color", + type: "string" as const, + description: "What is your favorite color?", + enum: ["Red", "Blue", "Green", "Yellow", "Purple"], + }, + agreeToTerms: { + title: "Terms Agreement", + type: "boolean" as const, + description: "Do you agree to the terms and conditions?", + }, + }, + required: ["name"], + }, + }, + }; + + // Send the elicitation request + // Client may return either: + // - ElicitResult (synchronous execution) + // - CreateTaskResult (task-based execution with { task } object) + const elicitResponse = await extra.sendRequest( + request as Parameters[0], + z.union([ + // CreateTaskResult - client created a task + z.object({ + task: z.object({ + taskId: z.string(), + status: z.string(), + pollInterval: z.number().optional(), + statusMessage: z.string().optional(), + }), + }), + // ElicitResult - synchronous execution + z.object({ + action: z.string(), + content: z.any().optional(), + }), + ]) + ); + + // Check if client returned CreateTaskResult (has task object) + const isTaskResult = "task" in elicitResponse && elicitResponse.task; + if (!isTaskResult) { + // Client executed synchronously - return the direct response + return { + content: [ + { + type: "text", + text: `[SYNC] Client executed synchronously:\n${JSON.stringify( + elicitResponse, + null, + 2 + )}`, + }, + ], + }; + } + + const taskId = elicitResponse.task.taskId; + const statusMessages: string[] = []; + statusMessages.push(`Task created: ${taskId}`); + + // Poll for task completion + let attempts = 0; + let taskStatus = elicitResponse.task.status; + let taskStatusMessage: string | undefined; + + while ( + taskStatus !== "completed" && + taskStatus !== "failed" && + taskStatus !== "cancelled" && + attempts < MAX_POLL_ATTEMPTS + ) { + // Wait before polling + await new Promise((resolve) => setTimeout(resolve, POLL_INTERVAL)); + attempts++; + + // Get task status from client + const pollResult = await extra.sendRequest( + { + method: "tasks/get", + params: { taskId }, + }, + z + .object({ + status: z.string(), + statusMessage: z.string().optional(), + }) + .passthrough() + ); + + taskStatus = pollResult.status; + taskStatusMessage = pollResult.statusMessage; + + // Only log status changes or every 10 polls to avoid spam + if ( + attempts === 1 || + attempts % 10 === 0 || + taskStatus !== "input_required" + ) { + statusMessages.push( + `Poll ${attempts}: ${taskStatus}${ + taskStatusMessage ? ` - ${taskStatusMessage}` : "" + }` + ); + } + } + + // Check for timeout + if (attempts >= MAX_POLL_ATTEMPTS) { + return { + content: [ + { + type: "text", + text: `[TIMEOUT] Task timed out after ${MAX_POLL_ATTEMPTS} poll attempts\n\nProgress:\n${statusMessages.join( + "\n" + )}`, + }, + ], + }; + } + + // Check for failure/cancellation + if (taskStatus === "failed" || taskStatus === "cancelled") { + return { + content: [ + { + type: "text", + text: `[${taskStatus.toUpperCase()}] ${ + taskStatusMessage || "No message" + }\n\nProgress:\n${statusMessages.join("\n")}`, + }, + ], + }; + } + + // Fetch the final result + const result = await extra.sendRequest( + { + method: "tasks/result", + params: { taskId }, + }, + z.any() + ); + + // Format the elicitation result + const content: CallToolResult["content"] = []; + + if (result.action === "accept" && result.content) { + content.push({ + type: "text", + text: `[COMPLETED] User provided the requested information!`, + }); + + const userData = result.content as Record; + const lines = []; + if (userData.name) lines.push(`- Name: ${userData.name}`); + if (userData.favoriteColor) + lines.push(`- Favorite Color: ${userData.favoriteColor}`); + if (userData.agreeToTerms !== undefined) + lines.push(`- Agreed to terms: ${userData.agreeToTerms}`); + + content.push({ + type: "text", + text: `User inputs:\n${lines.join("\n")}`, + }); + } else if (result.action === "decline") { + content.push({ + type: "text", + text: `[DECLINED] User declined to provide the requested information.`, + }); + } else if (result.action === "cancel") { + content.push({ + type: "text", + text: `[CANCELLED] User cancelled the elicitation dialog.`, + }); + } + + // Include progress and raw result for debugging + content.push({ + type: "text", + text: `\nProgress:\n${statusMessages.join( + "\n" + )}\n\nRaw result: ${JSON.stringify(result, null, 2)}`, + }); + + return { content }; + } + ); + } +}; diff --git a/src/everything/tools/trigger-elicitation-request.ts b/src/everything/tools/trigger-elicitation-request.ts new file mode 100644 index 00000000..4de7993e --- /dev/null +++ b/src/everything/tools/trigger-elicitation-request.ts @@ -0,0 +1,229 @@ +import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js"; +import { + ElicitResultSchema, + CallToolResult, +} from "@modelcontextprotocol/sdk/types.js"; + +// Tool configuration +const name = "trigger-elicitation-request"; +const config = { + title: "Trigger Elicitation Request Tool", + description: "Trigger a Request from the Server for User Elicitation", + inputSchema: {}, +}; + +/** + * Registers the 'trigger-elicitation-request' tool. + * + * If the client does not support the elicitation capability, the tool is not registered. + * + * The registered tool sends an elicitation request for the user to provide information + * based on a pre-defined schema of fields including text inputs, booleans, numbers, + * email, dates, enums of various types, etc. It uses validation and handles multiple + * possible outcomes from the user's response, such as acceptance with content, decline, + * or cancellation of the dialog. The process also ensures parsing and validating + * the elicitation input arguments at runtime. + * + * The elicitation dialog response is returned, formatted into a structured result, + * which contains both user-submitted input data (if provided) and debugging information, + * including raw results. + * + * @param {McpServer} server - TThe McpServer instance where the tool will be registered. + */ +export const registerTriggerElicitationRequestTool = (server: McpServer) => { + // Does the client support elicitation? + const clientCapabilities = server.server.getClientCapabilities() || {}; + const clientSupportsElicitation: boolean = + clientCapabilities.elicitation !== undefined; + + // If so, register tool + if (clientSupportsElicitation) { + server.registerTool( + name, + config, + async (args, extra): Promise => { + const elicitationResult = await extra.sendRequest( + { + method: "elicitation/create", + params: { + message: "Please provide inputs for the following fields:", + requestedSchema: { + type: "object", + properties: { + name: { + title: "String", + type: "string", + description: "Your full, legal name", + }, + check: { + title: "Boolean", + type: "boolean", + description: "Agree to the terms and conditions", + }, + firstLine: { + title: "String with default", + type: "string", + description: "Favorite first line of a story", + default: "It was a dark and stormy night.", + }, + email: { + title: "String with email format", + type: "string", + format: "email", + description: + "Your email address (will be verified, and never shared with anyone else)", + }, + homepage: { + type: "string", + format: "uri", + title: "String with uri format", + description: "Portfolio / personal website", + }, + birthdate: { + title: "String with date format", + type: "string", + format: "date", + description: "Your date of birth", + }, + integer: { + title: "Integer", + type: "integer", + description: + "Your favorite integer (do not give us your phone number, pin, or other sensitive info)", + minimum: 1, + maximum: 100, + default: 42, + }, + number: { + title: "Number in range 1-1000", + type: "number", + description: "Favorite number (there are no wrong answers)", + minimum: 0, + maximum: 1000, + default: 3.14, + }, + untitledSingleSelectEnum: { + type: "string", + title: "Untitled Single Select Enum", + description: "Choose your favorite friend", + enum: [ + "Monica", + "Rachel", + "Joey", + "Chandler", + "Ross", + "Phoebe", + ], + default: "Monica", + }, + untitledMultipleSelectEnum: { + type: "array", + title: "Untitled Multiple Select Enum", + description: "Choose your favorite instruments", + minItems: 1, + maxItems: 3, + items: { + type: "string", + enum: ["Guitar", "Piano", "Violin", "Drums", "Bass"], + }, + default: ["Guitar"], + }, + titledSingleSelectEnum: { + type: "string", + title: "Titled Single Select Enum", + description: "Choose your favorite hero", + oneOf: [ + { const: "hero-1", title: "Superman" }, + { const: "hero-2", title: "Green Lantern" }, + { const: "hero-3", title: "Wonder Woman" }, + ], + default: "hero-1", + }, + titledMultipleSelectEnum: { + type: "array", + title: "Titled Multiple Select Enum", + description: "Choose your favorite types of fish", + minItems: 1, + maxItems: 3, + items: { + anyOf: [ + { const: "fish-1", title: "Tuna" }, + { const: "fish-2", title: "Salmon" }, + { const: "fish-3", title: "Trout" }, + ], + }, + default: ["fish-1"], + }, + legacyTitledEnum: { + type: "string", + title: "Legacy Titled Single Select Enum", + description: "Choose your favorite type of pet", + enum: ["pet-1", "pet-2", "pet-3", "pet-4", "pet-5"], + enumNames: ["Cats", "Dogs", "Birds", "Fish", "Reptiles"], + default: "pet-1", + }, + }, + required: ["name"], + }, + }, + }, + ElicitResultSchema, + { timeout: 10 * 60 * 1000 /* 10 minutes */ } + ); + + // Handle different response actions + const content: CallToolResult["content"] = []; + + if ( + elicitationResult.action === "accept" && + elicitationResult.content + ) { + content.push({ + type: "text", + text: `✅ User provided the requested information!`, + }); + + // Only access elicitationResult.content when action is accept + const userData = elicitationResult.content; + const lines = []; + if (userData.name) lines.push(`- Name: ${userData.name}`); + if (userData.check !== undefined) + lines.push(`- Agreed to terms: ${userData.check}`); + if (userData.color) lines.push(`- Favorite Color: ${userData.color}`); + if (userData.email) lines.push(`- Email: ${userData.email}`); + if (userData.homepage) lines.push(`- Homepage: ${userData.homepage}`); + if (userData.birthdate) + lines.push(`- Birthdate: ${userData.birthdate}`); + if (userData.integer !== undefined) + lines.push(`- Favorite Integer: ${userData.integer}`); + if (userData.number !== undefined) + lines.push(`- Favorite Number: ${userData.number}`); + if (userData.petType) lines.push(`- Pet Type: ${userData.petType}`); + + content.push({ + type: "text", + text: `User inputs:\n${lines.join("\n")}`, + }); + } else if (elicitationResult.action === "decline") { + content.push({ + type: "text", + text: `❌ User declined to provide the requested information.`, + }); + } else if (elicitationResult.action === "cancel") { + content.push({ + type: "text", + text: `⚠️ User cancelled the elicitation dialog.`, + }); + } + + // Include raw result for debugging + content.push({ + type: "text", + text: `\nRaw result: ${JSON.stringify(elicitationResult, null, 2)}`, + }); + + return { content }; + } + ); + } +}; diff --git a/src/everything/tools/trigger-long-running-operation.ts b/src/everything/tools/trigger-long-running-operation.ts new file mode 100644 index 00000000..8af45ce6 --- /dev/null +++ b/src/everything/tools/trigger-long-running-operation.ts @@ -0,0 +1,76 @@ +import { z } from "zod"; +import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js"; +import { CallToolResult } from "@modelcontextprotocol/sdk/types.js"; + +// Tool input schema +const TriggerLongRunningOperationSchema = z.object({ + duration: z + .number() + .default(10) + .describe("Duration of the operation in seconds"), + steps: z.number().default(5).describe("Number of steps in the operation"), +}); + +// Tool configuration +const name = "trigger-long-running-operation"; +const config = { + title: "Trigger Long Running Operation Tool", + description: "Demonstrates a long running operation with progress updates.", + inputSchema: TriggerLongRunningOperationSchema, +}; + +/** + * Registers the 'trigger-tong-running-operation' tool. + * + * The registered tool starts a long-running operation defined by a specific duration and + * number of steps. + * + * Progress notifications are sent back to the client at each step if a `progressToken` + * is provided in the metadata. + * + * At the end of the operation, the tool returns a message indicating the completion of the + * operation, including the total duration and steps. + * + * @param {McpServer} server - The McpServer instance where the tool will be registered. + */ +export const registerTriggerLongRunningOperationTool = (server: McpServer) => { + server.registerTool( + name, + config, + async (args, extra): Promise => { + const validatedArgs = TriggerLongRunningOperationSchema.parse(args); + const { duration, steps } = validatedArgs; + const stepDuration = duration / steps; + const progressToken = extra._meta?.progressToken; + + for (let i = 1; i < steps + 1; i++) { + await new Promise((resolve) => + setTimeout(resolve, stepDuration * 1000) + ); + + if (progressToken !== undefined) { + await server.server.notification( + { + method: "notifications/progress", + params: { + progress: i, + total: steps, + progressToken, + }, + }, + { relatedRequestId: extra.requestId } + ); + } + } + + return { + content: [ + { + type: "text", + text: `Long running operation completed. Duration: ${duration} seconds, Steps: ${steps}.`, + }, + ], + }; + } + ); +}; diff --git a/src/everything/tools/trigger-sampling-request-async.ts b/src/everything/tools/trigger-sampling-request-async.ts new file mode 100644 index 00000000..2e9fad96 --- /dev/null +++ b/src/everything/tools/trigger-sampling-request-async.ts @@ -0,0 +1,230 @@ +import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js"; +import { + CallToolResult, + CreateMessageRequest, +} from "@modelcontextprotocol/sdk/types.js"; +import { z } from "zod"; + +// Tool input schema +const TriggerSamplingRequestAsyncSchema = z.object({ + prompt: z.string().describe("The prompt to send to the LLM"), + maxTokens: z + .number() + .default(100) + .describe("Maximum number of tokens to generate"), +}); + +// Tool configuration +const name = "trigger-sampling-request-async"; +const config = { + title: "Trigger Async Sampling Request Tool", + description: + "Trigger an async sampling request that the CLIENT executes as a background task. " + + "Demonstrates bidirectional MCP tasks where the server sends a request and the client " + + "executes it asynchronously, allowing the server to poll for progress and results.", + inputSchema: TriggerSamplingRequestAsyncSchema, +}; + +// Poll interval in milliseconds +const POLL_INTERVAL = 1000; + +// Maximum poll attempts before timeout +const MAX_POLL_ATTEMPTS = 60; + +/** + * Registers the 'trigger-sampling-request-async' tool. + * + * This tool demonstrates bidirectional MCP tasks: + * - Server sends sampling request to client with task metadata + * - Client creates a task and returns CreateTaskResult + * - Server polls client's tasks/get endpoint for status + * - Server fetches final result from client's tasks/result endpoint + * + * @param {McpServer} server - The McpServer instance where the tool will be registered. + */ +export const registerTriggerSamplingRequestAsyncTool = (server: McpServer) => { + // Check client capabilities + const clientCapabilities = server.server.getClientCapabilities() || {}; + + // Client must support sampling AND tasks.requests.sampling + const clientSupportsSampling = clientCapabilities.sampling !== undefined; + const clientTasksCapability = clientCapabilities.tasks as + | { + requests?: { sampling?: { createMessage?: object } }; + } + | undefined; + const clientSupportsAsyncSampling = + clientTasksCapability?.requests?.sampling?.createMessage !== undefined; + + if (clientSupportsSampling && clientSupportsAsyncSampling) { + server.registerTool( + name, + config, + async (args, extra): Promise => { + const validatedArgs = TriggerSamplingRequestAsyncSchema.parse(args); + const { prompt, maxTokens } = validatedArgs; + + // Create the sampling request WITH task metadata + // The params.task field signals to the client that this should be executed as a task + const request: CreateMessageRequest & { + params: { task?: { ttl: number } }; + } = { + method: "sampling/createMessage", + params: { + task: { + ttl: 300000, // 5 minutes + }, + messages: [ + { + role: "user", + content: { + type: "text", + text: `Resource ${name} context: ${prompt}`, + }, + }, + ], + systemPrompt: "You are a helpful test server.", + maxTokens, + temperature: 0.7, + }, + }; + + // Send the sampling request + // Client may return either: + // - CreateMessageResult (synchronous execution) + // - CreateTaskResult (task-based execution with { task } object) + const samplingResponse = await extra.sendRequest( + request, + z.union([ + // CreateTaskResult - client created a task + z.object({ + task: z.object({ + taskId: z.string(), + status: z.string(), + pollInterval: z.number().optional(), + statusMessage: z.string().optional(), + }), + }), + // CreateMessageResult - synchronous execution + z.object({ + role: z.string(), + content: z.any(), + model: z.string(), + stopReason: z.string().optional(), + }), + ]) + ); + + // Check if client returned CreateTaskResult (has task object) + const isTaskResult = + "task" in samplingResponse && samplingResponse.task; + if (!isTaskResult) { + // Client executed synchronously - return the direct response + return { + content: [ + { + type: "text", + text: `[SYNC] Client executed synchronously:\n${JSON.stringify( + samplingResponse, + null, + 2 + )}`, + }, + ], + }; + } + + const taskId = samplingResponse.task.taskId; + const statusMessages: string[] = []; + statusMessages.push(`Task created: ${taskId}`); + + // Poll for task completion + let attempts = 0; + let taskStatus = samplingResponse.task.status; + let taskStatusMessage: string | undefined; + + while ( + taskStatus !== "completed" && + taskStatus !== "failed" && + taskStatus !== "cancelled" && + attempts < MAX_POLL_ATTEMPTS + ) { + // Wait before polling + await new Promise((resolve) => setTimeout(resolve, POLL_INTERVAL)); + attempts++; + + // Get task status from client + const pollResult = await extra.sendRequest( + { + method: "tasks/get", + params: { taskId }, + }, + z + .object({ + status: z.string(), + statusMessage: z.string().optional(), + }) + .passthrough() + ); + + taskStatus = pollResult.status; + taskStatusMessage = pollResult.statusMessage; + statusMessages.push( + `Poll ${attempts}: ${taskStatus}${ + taskStatusMessage ? ` - ${taskStatusMessage}` : "" + }` + ); + } + + // Check for timeout + if (attempts >= MAX_POLL_ATTEMPTS) { + return { + content: [ + { + type: "text", + text: `[TIMEOUT] Task timed out after ${MAX_POLL_ATTEMPTS} poll attempts\n\nProgress:\n${statusMessages.join( + "\n" + )}`, + }, + ], + }; + } + + // Check for failure/cancellation + if (taskStatus === "failed" || taskStatus === "cancelled") { + return { + content: [ + { + type: "text", + text: `[${taskStatus.toUpperCase()}] ${ + taskStatusMessage || "No message" + }\n\nProgress:\n${statusMessages.join("\n")}`, + }, + ], + }; + } + + // Fetch the final result + const result = await extra.sendRequest( + { + method: "tasks/result", + params: { taskId }, + }, + z.any() + ); + + // Return the result with status history + return { + content: [ + { + type: "text", + text: `[COMPLETED] Async sampling completed!\n\n**Progress:**\n${statusMessages.join( + "\n" + )}\n\n**Result:**\n${JSON.stringify(result, null, 2)}`, + }, + ], + }; + } + ); + } +}; diff --git a/src/everything/tools/trigger-sampling-request.ts b/src/everything/tools/trigger-sampling-request.ts new file mode 100644 index 00000000..5785f521 --- /dev/null +++ b/src/everything/tools/trigger-sampling-request.ts @@ -0,0 +1,91 @@ +import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js"; +import { + CallToolResult, + CreateMessageRequest, + CreateMessageResultSchema, +} from "@modelcontextprotocol/sdk/types.js"; +import { z } from "zod"; + +// Tool input schema +const TriggerSamplingRequestSchema = z.object({ + prompt: z.string().describe("The prompt to send to the LLM"), + maxTokens: z + .number() + .default(100) + .describe("Maximum number of tokens to generate"), +}); + +// Tool configuration +const name = "trigger-sampling-request"; +const config = { + title: "Trigger Sampling Request Tool", + description: "Trigger a Request from the Server for LLM Sampling", + inputSchema: TriggerSamplingRequestSchema, +}; + +/** + * Registers the 'trigger-sampling-request' tool. + * + * If the client does not support the sampling capability, the tool is not registered. + * + * The registered tool performs the following operations: + * - Validates incoming arguments using `TriggerSamplingRequestSchema`. + * - Constructs a `sampling/createMessage` request object using provided prompt and maximum tokens. + * - Sends the request to the server for sampling. + * - Formats and returns the sampling result content to the client. + * + * @param {McpServer} server - The McpServer instance where the tool will be registered. + */ +export const registerTriggerSamplingRequestTool = (server: McpServer) => { + // Does the client support sampling? + const clientCapabilities = server.server.getClientCapabilities() || {}; + const clientSupportsSampling: boolean = + clientCapabilities.sampling !== undefined; + + // If so, register tool + if (clientSupportsSampling) { + server.registerTool( + name, + config, + async (args, extra): Promise => { + const validatedArgs = TriggerSamplingRequestSchema.parse(args); + const { prompt, maxTokens } = validatedArgs; + + // Create the sampling request + const request: CreateMessageRequest = { + method: "sampling/createMessage", + params: { + messages: [ + { + role: "user", + content: { + type: "text", + text: `Resource ${name} context: ${prompt}`, + }, + }, + ], + systemPrompt: "You are a helpful test server.", + maxTokens, + temperature: 0.7, + }, + }; + + // Send the sampling request to the client + const result = await extra.sendRequest( + request, + CreateMessageResultSchema + ); + + // Return the result to the client + return { + content: [ + { + type: "text", + text: `LLM sampling result: \n${JSON.stringify(result, null, 2)}`, + }, + ], + }; + } + ); + } +}; diff --git a/src/everything/transports/sse.ts b/src/everything/transports/sse.ts new file mode 100644 index 00000000..2406db7c --- /dev/null +++ b/src/everything/transports/sse.ts @@ -0,0 +1,77 @@ +import { SSEServerTransport } from "@modelcontextprotocol/sdk/server/sse.js"; +import express from "express"; +import { createServer } from "../server/index.js"; +import cors from "cors"; + +console.error("Starting SSE server..."); + +// Express app with permissive CORS for testing with Inspector direct connect mode +const app = express(); +app.use( + cors({ + origin: "*", // use "*" with caution in production + methods: "GET,POST", + preflightContinue: false, + optionsSuccessStatus: 204, + }) +); + +// Map sessionId to transport for each client +const transports: Map = new Map< + string, + SSEServerTransport +>(); + +// Handle GET requests for new SSE streams +app.get("/sse", async (req, res) => { + let transport: SSEServerTransport; + const { server, cleanup } = createServer(); + + // Session Id should not exist for GET /sse requests + if (req?.query?.sessionId) { + const sessionId = req?.query?.sessionId as string; + transport = transports.get(sessionId) as SSEServerTransport; + console.error( + "Client Reconnecting? This shouldn't happen; when client has a sessionId, GET /sse should not be called again.", + transport.sessionId + ); + } else { + // Create and store transport for the new session + transport = new SSEServerTransport("/message", res); + transports.set(transport.sessionId, transport); + + // Connect server to transport + await server.connect(transport); + const sessionId = transport.sessionId; + console.error("Client Connected: ", sessionId); + + // Handle close of connection + server.server.onclose = async () => { + const sessionId = transport.sessionId; + console.error("Client Disconnected: ", sessionId); + transports.delete(sessionId); + cleanup(sessionId); + }; + } +}); + +// Handle POST requests for client messages +app.post("/message", async (req, res) => { + // Session Id should exist for POST /message requests + const sessionId = req?.query?.sessionId as string; + + // Get the transport for this session and use it to handle the request + const transport = transports.get(sessionId); + if (transport) { + console.error("Client Message from", sessionId); + await transport.handlePostMessage(req, res); + } else { + console.error(`No transport found for sessionId ${sessionId}`); + } +}); + +// Start the express server +const PORT = process.env.PORT || 3001; +app.listen(PORT, () => { + console.error(`Server is running on port ${PORT}`); +}); diff --git a/src/everything/transports/stdio.ts b/src/everything/transports/stdio.ts new file mode 100644 index 00000000..3e653bcf --- /dev/null +++ b/src/everything/transports/stdio.ts @@ -0,0 +1,33 @@ +#!/usr/bin/env node + +import { StdioServerTransport } from "@modelcontextprotocol/sdk/server/stdio.js"; +import { createServer } from "../server/index.js"; + +console.error("Starting default (STDIO) server..."); + +/** + * The main method + * - Initializes the StdioServerTransport, sets up the server, + * - Handles cleanup on process exit. + * + * @return {Promise} A promise that resolves when the main function has executed and the process exits. + */ +async function main(): Promise { + const transport = new StdioServerTransport(); + const { server, cleanup } = createServer(); + + // Connect transport to server + await server.connect(transport); + + // Cleanup on exit + process.on("SIGINT", async () => { + await server.close(); + cleanup(); + process.exit(0); + }); +} + +main().catch((error) => { + console.error("Server error:", error); + process.exit(1); +}); diff --git a/src/everything/transports/streamableHttp.ts b/src/everything/transports/streamableHttp.ts new file mode 100644 index 00000000..2e79abc5 --- /dev/null +++ b/src/everything/transports/streamableHttp.ts @@ -0,0 +1,240 @@ +import { + StreamableHTTPServerTransport, + EventStore, +} from "@modelcontextprotocol/sdk/server/streamableHttp.js"; +import express, { Request, Response } from "express"; +import { createServer } from "../server/index.js"; +import { randomUUID } from "node:crypto"; +import cors from "cors"; + +// Simple in-memory event store for SSE resumability +class InMemoryEventStore implements EventStore { + private events: Map = + new Map(); + + async storeEvent(streamId: string, message: unknown): Promise { + const eventId = randomUUID(); + this.events.set(eventId, { streamId, message }); + return eventId; + } + + async replayEventsAfter( + lastEventId: string, + { send }: { send: (eventId: string, message: unknown) => Promise } + ): Promise { + const entries = Array.from(this.events.entries()); + const startIndex = entries.findIndex(([id]) => id === lastEventId); + if (startIndex === -1) return lastEventId; + + let lastId: string = lastEventId; + for (let i = startIndex + 1; i < entries.length; i++) { + const [eventId, { message }] = entries[i]; + await send(eventId, message); + lastId = eventId; + } + return lastId; + } +} + +console.log("Starting Streamable HTTP server..."); + +// Express app with permissive CORS for testing with Inspector direct connect mode +const app = express(); +app.use( + cors({ + origin: "*", // use "*" with caution in production + methods: "GET,POST,DELETE", + preflightContinue: false, + optionsSuccessStatus: 204, + exposedHeaders: ["mcp-session-id", "last-event-id", "mcp-protocol-version"], + }) +); + +// Map sessionId to server transport for each client +const transports: Map = new Map< + string, + StreamableHTTPServerTransport +>(); + +// Handle POST requests for client messages +app.post("/mcp", async (req: Request, res: Response) => { + console.log("Received MCP POST request"); + try { + // Check for existing session ID + const sessionId = req.headers["mcp-session-id"] as string | undefined; + + let transport: StreamableHTTPServerTransport; + + if (sessionId && transports.has(sessionId)) { + // Reuse existing transport + transport = transports.get(sessionId)!; + } else if (!sessionId) { + const { server, cleanup } = createServer(); + + // New initialization request + const eventStore = new InMemoryEventStore(); + transport = new StreamableHTTPServerTransport({ + sessionIdGenerator: () => randomUUID(), + eventStore, // Enable resumability + onsessioninitialized: (sessionId: string) => { + // Store the transport by session ID when a session is initialized + // This avoids race conditions where requests might come in before the session is stored + console.log(`Session initialized with ID: ${sessionId}`); + transports.set(sessionId, transport); + }, + }); + + // Set up onclose handler to clean up transport when closed + server.server.onclose = async () => { + const sid = transport.sessionId; + if (sid && transports.has(sid)) { + console.log( + `Transport closed for session ${sid}, removing from transports map` + ); + transports.delete(sid); + cleanup(sid); + } + }; + + // Connect the transport to the MCP server BEFORE handling the request + // so responses can flow back through the same transport + await server.connect(transport); + await transport.handleRequest(req, res); + return; + } else { + // Invalid request - no session ID or not initialization request + res.status(400).json({ + jsonrpc: "2.0", + error: { + code: -32000, + message: "Bad Request: No valid session ID provided", + }, + id: req?.body?.id, + }); + return; + } + + // Handle the request with existing transport - no need to reconnect + // The existing transport is already connected to the server + await transport.handleRequest(req, res); + } catch (error) { + console.log("Error handling MCP request:", error); + if (!res.headersSent) { + res.status(500).json({ + jsonrpc: "2.0", + error: { + code: -32603, + message: "Internal server error", + }, + id: req?.body?.id, + }); + return; + } + } +}); + +// Handle GET requests for SSE streams +app.get("/mcp", async (req: Request, res: Response) => { + console.log("Received MCP GET request"); + const sessionId = req.headers["mcp-session-id"] as string | undefined; + if (!sessionId || !transports.has(sessionId)) { + res.status(400).json({ + jsonrpc: "2.0", + error: { + code: -32000, + message: "Bad Request: No valid session ID provided", + }, + id: req?.body?.id, + }); + return; + } + + // Check for Last-Event-ID header for resumability + const lastEventId = req.headers["last-event-id"] as string | undefined; + if (lastEventId) { + console.log(`Client reconnecting with Last-Event-ID: ${lastEventId}`); + } else { + console.log(`Establishing new SSE stream for session ${sessionId}`); + } + + const transport = transports.get(sessionId); + await transport!.handleRequest(req, res); +}); + +// Handle DELETE requests for session termination +app.delete("/mcp", async (req: Request, res: Response) => { + const sessionId = req.headers["mcp-session-id"] as string | undefined; + if (!sessionId || !transports.has(sessionId)) { + res.status(400).json({ + jsonrpc: "2.0", + error: { + code: -32000, + message: "Bad Request: No valid session ID provided", + }, + id: req?.body?.id, + }); + return; + } + + console.log(`Received session termination request for session ${sessionId}`); + + try { + const transport = transports.get(sessionId); + await transport!.handleRequest(req, res); + } catch (error) { + console.log("Error handling session termination:", error); + if (!res.headersSent) { + res.status(500).json({ + jsonrpc: "2.0", + error: { + code: -32603, + message: "Error handling session termination", + }, + id: req?.body?.id, + }); + return; + } + } +}); + +// Start the server +const PORT = process.env.PORT || 3001; +const server = app.listen(PORT, () => { + console.error(`MCP Streamable HTTP Server listening on port ${PORT}`); +}); + +// Handle server errors +server.on("error", (err: unknown) => { + const code = + typeof err === "object" && err !== null && "code" in err + ? (err as { code?: unknown }).code + : undefined; + if (code === "EADDRINUSE") { + console.error( + `Failed to start: Port ${PORT} is already in use. Set PORT to a free port or stop the conflicting process.` + ); + } else { + console.error("HTTP server encountered an error while starting:", err); + } + // Ensure a non-zero exit so npm reports the failure instead of silently exiting + process.exit(1); +}); + +// Handle server shutdown +process.on("SIGINT", async () => { + console.log("Shutting down server..."); + + // Close all active transports to properly clean up resources + for (const sessionId in transports) { + try { + console.log(`Closing transport for session ${sessionId}`); + await transports.get(sessionId)!.close(); + transports.delete(sessionId); + } catch (error) { + console.log(`Error closing transport for session ${sessionId}:`, error); + } + } + + console.log("Server shutdown complete"); + process.exit(0); +}); diff --git a/src/everything/tsconfig.json b/src/everything/tsconfig.json index ec5da158..829d52d6 100644 --- a/src/everything/tsconfig.json +++ b/src/everything/tsconfig.json @@ -4,7 +4,5 @@ "outDir": "./dist", "rootDir": "." }, - "include": [ - "./**/*.ts" - ] + "include": ["./**/*.ts"] } diff --git a/src/fetch/Dockerfile b/src/fetch/Dockerfile index 7e8824c4..e81610cb 100644 --- a/src/fetch/Dockerfile +++ b/src/fetch/Dockerfile @@ -14,13 +14,13 @@ ENV UV_LINK_MODE=copy RUN --mount=type=cache,target=/root/.cache/uv \ --mount=type=bind,source=uv.lock,target=uv.lock \ --mount=type=bind,source=pyproject.toml,target=pyproject.toml \ - uv sync --frozen --no-install-project --no-dev --no-editable + uv sync --locked --no-install-project --no-dev --no-editable # Then, add the rest of the project source code and install it # Installing separately from its dependencies allows optimal layer caching ADD . /app RUN --mount=type=cache,target=/root/.cache/uv \ - uv sync --frozen --no-dev --no-editable + uv sync --locked --no-dev --no-editable FROM python:3.12-slim-bookworm diff --git a/src/fetch/README.md b/src/fetch/README.md index 5324e507..2c3e0489 100644 --- a/src/fetch/README.md +++ b/src/fetch/README.md @@ -1,5 +1,7 @@ # Fetch MCP Server + + A Model Context Protocol server that provides web content fetching capabilities. This server enables LLMs to retrieve and process content from web pages, converting HTML to markdown for easier consumption. > [!CAUTION] @@ -168,6 +170,48 @@ This can be customized by adding the argument `--user-agent=YourUserAgent` to th The server can be configured to use a proxy by using the `--proxy-url` argument. +## Windows Configuration + +If you're experiencing timeout issues on Windows, you may need to set the `PYTHONIOENCODING` environment variable to ensure proper character encoding: + +
+Windows configuration (uvx) + +```json +{ + "mcpServers": { + "fetch": { + "command": "uvx", + "args": ["mcp-server-fetch"], + "env": { + "PYTHONIOENCODING": "utf-8" + } + } + } +} +``` +
+ +
+Windows configuration (pip) + +```json +{ + "mcpServers": { + "fetch": { + "command": "python", + "args": ["-m", "mcp_server_fetch"], + "env": { + "PYTHONIOENCODING": "utf-8" + } + } + } +} +``` +
+ +This addresses character encoding issues that can cause the server to timeout on Windows systems. + ## Debugging You can use the MCP inspector to debug the server. 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this flow: - `children` (array): Present only for directories - Empty array for empty directories - Omitted for files + - Output is formatted with 2-space indentation for readability - **get_file_info** - Get detailed file/directory metadata @@ -183,6 +175,35 @@ The server's directory access control follows this flow: - Returns: - Directories that this server can read/write from +### Tool annotations (MCP hints) + +This server sets [MCP ToolAnnotations](https://modelcontextprotocol.io/specification/2025-03-26/server/tools#toolannotations) +on each tool so clients can: + +- Distinguish **read‑only** tools from write‑capable tools. +- Understand which write operations are **idempotent** (safe to retry with the same arguments). +- Highlight operations that may be **destructive** (overwriting or heavily mutating data). + +The mapping for filesystem tools is: + +| Tool | readOnlyHint | idempotentHint | destructiveHint | Notes | +|-----------------------------|--------------|----------------|-----------------|--------------------------------------------------| +| `read_text_file` | `true` | – | – | Pure read | +| `read_media_file` | `true` | – | – | Pure read | +| `read_multiple_files` | `true` | – | – | Pure read | +| `list_directory` | `true` | – | – | Pure read | +| `list_directory_with_sizes` | `true` | – | – | Pure read | +| `directory_tree` | `true` | – | – | Pure read | +| `search_files` | `true` | – | – | Pure read | +| `get_file_info` | `true` | – | – | Pure read | +| `list_allowed_directories` | `true` | – | – | Pure read | +| `create_directory` | `false` | `true` | `false` | Re‑creating the same dir is a no‑op | +| `write_file` | `false` | `true` | `true` | Overwrites existing files | +| `edit_file` | `false` | `false` | `true` | Re‑applying edits can fail or double‑apply | +| `move_file` | `false` | `false` | `false` | Move/rename only; repeat usually errors | + +> Note: `idempotentHint` and `destructiveHint` are meaningful only when `readOnlyHint` is `false`, as defined by the MCP spec. + ## Usage with Claude Desktop Add this to your `claude_desktop_config.json`: @@ -245,7 +266,7 @@ Add the configuration to your user-level MCP configuration file. Open the Comman **Method 2: Workspace Configuration** Alternatively, you can add the configuration to a file called `.vscode/mcp.json` in your workspace. This will allow you to share the configuration with others. -> For more details about MCP configuration in VS Code, see the [official VS Code MCP documentation](https://code.visualstudio.com/docs/copilot/mcp). +> For more details about MCP configuration in VS Code, see the [official VS Code MCP documentation](https://code.visualstudio.com/docs/copilot/customization/mcp-servers). You can provide sandboxed directories to the server by mounting them to `/projects`. Adding the `ro` flag will make the directory readonly by the server. diff --git a/src/filesystem/__tests__/directory-tree.test.ts b/src/filesystem/__tests__/directory-tree.test.ts index 6828650c..04c8278c 100644 --- a/src/filesystem/__tests__/directory-tree.test.ts +++ b/src/filesystem/__tests__/directory-tree.test.ts @@ -1,4 +1,4 @@ -import { describe, it, expect, beforeEach, afterEach } from '@jest/globals'; +import { describe, it, expect, beforeEach, afterEach } from 'vitest'; import * as fs from 'fs/promises'; import * as path from 'path'; import * as os from 'os'; diff --git a/src/filesystem/__tests__/lib.test.ts b/src/filesystem/__tests__/lib.test.ts index bc7fb86e..f339e81c 100644 --- a/src/filesystem/__tests__/lib.test.ts +++ b/src/filesystem/__tests__/lib.test.ts @@ -1,4 +1,4 @@ -import { describe, it, expect, beforeEach, afterEach, jest } from '@jest/globals'; +import { describe, it, expect, beforeEach, afterEach, vi } from 'vitest'; import fs from 'fs/promises'; import path from 'path'; import os from 'os'; @@ -23,19 +23,19 @@ import { } from '../lib.js'; // Mock fs module -jest.mock('fs/promises'); -const mockFs = fs as jest.Mocked; +vi.mock('fs/promises'); +const mockFs = fs as any; describe('Lib Functions', () => { beforeEach(() => { - jest.clearAllMocks(); + vi.clearAllMocks(); // Set up allowed directories for tests const allowedDirs = process.platform === 'win32' ? ['C:\\Users\\test', 'C:\\temp', 'C:\\allowed'] : ['/home/user', '/tmp', '/allowed']; setAllowedDirectories(allowedDirs); }); afterEach(() => { - jest.restoreAllMocks(); + vi.restoreAllMocks(); // Clear allowed directories after tests setAllowedDirectories([]); }); @@ -591,8 +591,8 @@ describe('Lib Functions', () => { // Mock file handle with proper typing const mockFileHandle = { - read: jest.fn(), - close: jest.fn() + read: vi.fn(), + close: vi.fn() } as any; mockFileHandle.read.mockResolvedValue({ bytesRead: 0 }); @@ -610,8 +610,8 @@ describe('Lib Functions', () => { mockFs.stat.mockResolvedValue({ size: 50 } as any); const mockFileHandle = { - read: jest.fn(), - close: jest.fn() + read: vi.fn(), + close: vi.fn() } as any; // Simulate reading file content in chunks @@ -631,8 +631,8 @@ describe('Lib Functions', () => { mockFs.stat.mockResolvedValue({ size: 100 } as any); const mockFileHandle = { - read: jest.fn(), - close: jest.fn() + read: vi.fn(), + close: vi.fn() } as any; mockFileHandle.read.mockResolvedValue({ bytesRead: 0 }); @@ -650,8 +650,8 @@ describe('Lib Functions', () => { it('opens file for reading', async () => { // Mock file handle with proper typing const mockFileHandle = { - read: jest.fn(), - close: jest.fn() + read: vi.fn(), + close: vi.fn() } as any; mockFileHandle.read.mockResolvedValue({ bytesRead: 0 }); @@ -666,8 +666,8 @@ describe('Lib Functions', () => { it('handles files with content and returns first lines', async () => { const mockFileHandle = { - read: jest.fn(), - close: jest.fn() + read: vi.fn(), + close: vi.fn() } as any; // Simulate reading file content with newlines @@ -685,8 +685,8 @@ describe('Lib Functions', () => { it('handles files with leftover content', async () => { const mockFileHandle = { - read: jest.fn(), - close: jest.fn() + read: vi.fn(), + close: vi.fn() } as any; // Simulate reading file content without final newline @@ -704,8 +704,8 @@ describe('Lib Functions', () => { it('handles reaching requested line count', async () => { const mockFileHandle = { - read: jest.fn(), - close: jest.fn() + read: vi.fn(), + close: vi.fn() } as any; // Simulate reading exactly the requested number of lines diff --git a/src/filesystem/__tests__/path-utils.test.ts b/src/filesystem/__tests__/path-utils.test.ts index 8768de20..5530cba1 100644 --- a/src/filesystem/__tests__/path-utils.test.ts +++ b/src/filesystem/__tests__/path-utils.test.ts @@ -1,4 +1,4 @@ -import { describe, it, expect } from '@jest/globals'; +import { describe, it, expect, afterEach } from 'vitest'; import { normalizePath, expandHome, convertToWindowsPath } from '../path-utils.js'; describe('Path Utilities', () => { @@ -10,14 +10,25 @@ describe('Path Utilities', () => { .toBe('/home/user/some path'); }); - it('converts WSL paths to Windows format', () => { + it('never converts WSL paths (they work correctly in WSL with Node.js fs)', () => { + // WSL paths should NEVER be converted, regardless of platform + // They are valid Linux paths that work with Node.js fs operations inside WSL expect(convertToWindowsPath('/mnt/c/NS/MyKindleContent')) - .toBe('C:\\NS\\MyKindleContent'); + .toBe('/mnt/c/NS/MyKindleContent'); + expect(convertToWindowsPath('/mnt/d/Documents')) + .toBe('/mnt/d/Documents'); }); - it('converts Unix-style Windows paths to Windows format', () => { - expect(convertToWindowsPath('/c/NS/MyKindleContent')) - .toBe('C:\\NS\\MyKindleContent'); + it('converts Unix-style Windows paths only on Windows platform', () => { + // On Windows, /c/ style paths should be converted + if (process.platform === 'win32') { + expect(convertToWindowsPath('/c/NS/MyKindleContent')) + .toBe('C:\\NS\\MyKindleContent'); + } else { + // On Linux, leave them unchanged + expect(convertToWindowsPath('/c/NS/MyKindleContent')) + .toBe('/c/NS/MyKindleContent'); + } }); it('leaves Windows paths unchanged but ensures backslashes', () => { @@ -34,11 +45,20 @@ describe('Path Utilities', () => { .toBe('C:\\Program Files\\Some App'); }); - it('handles uppercase and lowercase drive letters', () => { + it('handles drive letter paths based on platform', () => { + // WSL paths should never be converted expect(convertToWindowsPath('/mnt/d/some/path')) - .toBe('D:\\some\\path'); - expect(convertToWindowsPath('/d/some/path')) - .toBe('D:\\some\\path'); + .toBe('/mnt/d/some/path'); + + if (process.platform === 'win32') { + // On Windows, Unix-style paths like /d/ should be converted + expect(convertToWindowsPath('/d/some/path')) + .toBe('D:\\some\\path'); + } else { + // On Linux, /d/ is just a regular Unix path + expect(convertToWindowsPath('/d/some/path')) + .toBe('/d/some/path'); + } }); }); @@ -50,6 +70,12 @@ describe('Path Utilities', () => { .toBe('/home/user/some path'); expect(normalizePath('"/usr/local/some app/"')) .toBe('/usr/local/some app'); + expect(normalizePath('/usr/local//bin/app///')) + .toBe('/usr/local/bin/app'); + expect(normalizePath('/')) + .toBe('/'); + expect(normalizePath('///')) + .toBe('/'); }); it('removes surrounding quotes', () => { @@ -67,21 +93,33 @@ describe('Path Utilities', () => { .toBe('C:\\NS\\MyKindleContent'); }); - it('handles WSL paths', () => { + it('always preserves WSL paths (they work correctly in WSL)', () => { + // WSL paths should ALWAYS be preserved, regardless of platform + // This is the fix for issue #2795 expect(normalizePath('/mnt/c/NS/MyKindleContent')) - .toBe('C:\\NS\\MyKindleContent'); + .toBe('/mnt/c/NS/MyKindleContent'); + expect(normalizePath('/mnt/d/Documents')) + .toBe('/mnt/d/Documents'); }); it('handles Unix-style Windows paths', () => { - expect(normalizePath('/c/NS/MyKindleContent')) - .toBe('C:\\NS\\MyKindleContent'); + // On Windows, /c/ paths should be converted + if (process.platform === 'win32') { + expect(normalizePath('/c/NS/MyKindleContent')) + .toBe('C:\\NS\\MyKindleContent'); + } else if (process.platform === 'linux') { + // On Linux, /c/ is just a regular Unix path + expect(normalizePath('/c/NS/MyKindleContent')) + .toBe('/c/NS/MyKindleContent'); + } }); it('handles paths with spaces and mixed slashes', () => { expect(normalizePath('C:/NS/My Kindle Content')) .toBe('C:\\NS\\My Kindle Content'); + // WSL paths should always be preserved expect(normalizePath('/mnt/c/NS/My Kindle Content')) - .toBe('C:\\NS\\My Kindle Content'); + .toBe('/mnt/c/NS/My Kindle Content'); expect(normalizePath('C:\\Program Files (x86)\\App Name')) .toBe('C:\\Program Files (x86)\\App Name'); expect(normalizePath('"C:\\Program Files\\App Name"')) @@ -91,10 +129,19 @@ describe('Path Utilities', () => { }); it('preserves spaces in all path formats', () => { + // WSL paths should always be preserved expect(normalizePath('/mnt/c/Program Files/App Name')) - .toBe('C:\\Program Files\\App Name'); - expect(normalizePath('/c/Program Files/App Name')) - .toBe('C:\\Program Files\\App Name'); + .toBe('/mnt/c/Program Files/App Name'); + + if (process.platform === 'win32') { + // On Windows, Unix-style paths like /c/ should be converted + expect(normalizePath('/c/Program Files/App Name')) + .toBe('C:\\Program Files\\App Name'); + } else { + // On Linux, /c/ is just a regular Unix path + expect(normalizePath('/c/Program Files/App Name')) + .toBe('/c/Program Files/App Name'); + } expect(normalizePath('C:/Program Files/App Name')) .toBe('C:\\Program Files\\App Name'); }); @@ -105,15 +152,16 @@ describe('Path Utilities', () => { .toBe('C:\\NS\\Sub&Folder'); expect(normalizePath('C:/NS/Sub&Folder')) .toBe('C:\\NS\\Sub&Folder'); + // WSL paths should always be preserved expect(normalizePath('/mnt/c/NS/Sub&Folder')) - .toBe('C:\\NS\\Sub&Folder'); - + .toBe('/mnt/c/NS/Sub&Folder'); + // Test tilde in path (short names in Windows) expect(normalizePath('C:\\NS\\MYKIND~1')) .toBe('C:\\NS\\MYKIND~1'); expect(normalizePath('/Users/NEMANS~1/FOLDER~2/SUBFO~1/Public/P12PST~1')) .toBe('/Users/NEMANS~1/FOLDER~2/SUBFO~1/Public/P12PST~1'); - + // Test other special characters expect(normalizePath('C:\\Path with #hash')) .toBe('C:\\Path with #hash'); @@ -128,10 +176,19 @@ describe('Path Utilities', () => { it('capitalizes lowercase drive letters for Windows paths', () => { expect(normalizePath('c:/windows/system32')) .toBe('C:\\windows\\system32'); - expect(normalizePath('/mnt/d/my/folder')) // WSL path with lowercase drive - .toBe('D:\\my\\folder'); - expect(normalizePath('/e/another/folder')) // Unix-style Windows path with lowercase drive - .toBe('E:\\another\\folder'); + // WSL paths should always be preserved + expect(normalizePath('/mnt/d/my/folder')) + .toBe('/mnt/d/my/folder'); + + if (process.platform === 'win32') { + // On Windows, Unix-style paths should be converted and capitalized + expect(normalizePath('/e/another/folder')) + .toBe('E:\\another\\folder'); + } else { + // On Linux, /e/ is just a regular Unix path + expect(normalizePath('/e/another/folder')) + .toBe('/e/another/folder'); + } }); it('handles UNC paths correctly', () => { @@ -145,11 +202,8 @@ describe('Path Utilities', () => { }); it('returns normalized non-Windows/WSL/Unix-style Windows paths as is after basic normalization', () => { - // Relative path - const relativePath = 'some/relative/path'; - expect(normalizePath(relativePath)).toBe(relativePath.replace(/\//g, '\\')); - // A path that looks somewhat absolute but isn't a drive or recognized Unix root for Windows conversion + // These paths should be preserved as-is (not converted to Windows C:\ format or WSL format) const otherAbsolutePath = '\\someserver\\share\\file'; expect(normalizePath(otherAbsolutePath)).toBe(otherAbsolutePath); }); @@ -172,4 +226,146 @@ describe('Path Utilities', () => { expect(expandHome('C:/test')).toBe('C:/test'); }); }); + + describe('WSL path handling (issue #2795 fix)', () => { + // Save original platform + const originalPlatform = process.platform; + + afterEach(() => { + // Restore platform after each test + Object.defineProperty(process, 'platform', { + value: originalPlatform, + writable: true, + configurable: true + }); + }); + + it('should NEVER convert WSL paths - they work correctly in WSL with Node.js fs', () => { + // The key insight: When running `wsl npx ...`, Node.js runs INSIDE WSL (process.platform === 'linux') + // and /mnt/c/ paths work correctly with Node.js fs operations in that environment. + // Converting them to C:\ format breaks fs operations because Windows paths don't work inside WSL. + + // Mock Linux platform (inside WSL) + Object.defineProperty(process, 'platform', { + value: 'linux', + writable: true, + configurable: true + }); + + // WSL paths should NOT be converted, even inside WSL + expect(normalizePath('/mnt/c/Users/username/folder')) + .toBe('/mnt/c/Users/username/folder'); + + expect(normalizePath('/mnt/d/Documents/project')) + .toBe('/mnt/d/Documents/project'); + }); + + it('should also preserve WSL paths when running on Windows', () => { + // Mock Windows platform + Object.defineProperty(process, 'platform', { + value: 'win32', + writable: true, + configurable: true + }); + + // WSL paths should still be preserved (though they wouldn't be accessible from Windows Node.js) + expect(normalizePath('/mnt/c/Users/username/folder')) + .toBe('/mnt/c/Users/username/folder'); + + expect(normalizePath('/mnt/d/Documents/project')) + .toBe('/mnt/d/Documents/project'); + }); + + it('should convert Unix-style Windows paths (/c/) only when running on Windows (win32)', () => { + // Mock process.platform to be 'win32' (Windows) + Object.defineProperty(process, 'platform', { + value: 'win32', + writable: true, + configurable: true + }); + + // Unix-style Windows paths like /c/ should be converted on Windows + expect(normalizePath('/c/Users/username/folder')) + .toBe('C:\\Users\\username\\folder'); + + expect(normalizePath('/d/Documents/project')) + .toBe('D:\\Documents\\project'); + }); + + it('should NOT convert Unix-style paths (/c/) when running inside WSL (linux)', () => { + // Mock process.platform to be 'linux' (WSL/Linux) + Object.defineProperty(process, 'platform', { + value: 'linux', + writable: true, + configurable: true + }); + + // When on Linux, /c/ is just a regular Unix directory, not a drive letter + expect(normalizePath('/c/some/path')) + .toBe('/c/some/path'); + + expect(normalizePath('/d/another/path')) + .toBe('/d/another/path'); + }); + + it('should preserve regular Unix paths on all platforms', () => { + // Test on Linux + Object.defineProperty(process, 'platform', { + value: 'linux', + writable: true, + configurable: true + }); + + expect(normalizePath('/home/user/documents')) + .toBe('/home/user/documents'); + + expect(normalizePath('/var/log/app')) + .toBe('/var/log/app'); + + // Test on Windows (though these paths wouldn't work on Windows) + Object.defineProperty(process, 'platform', { + value: 'win32', + writable: true, + configurable: true + }); + + expect(normalizePath('/home/user/documents')) + .toBe('/home/user/documents'); + + expect(normalizePath('/var/log/app')) + .toBe('/var/log/app'); + }); + + it('reproduces exact scenario from issue #2795', () => { + // Simulate running inside WSL: wsl npx @modelcontextprotocol/server-filesystem /mnt/c/Users/username/folder + Object.defineProperty(process, 'platform', { + value: 'linux', + writable: true, + configurable: true + }); + + // This is the exact path from the issue + const inputPath = '/mnt/c/Users/username/folder'; + const result = normalizePath(inputPath); + + // Should NOT convert to C:\Users\username\folder + expect(result).toBe('/mnt/c/Users/username/folder'); + expect(result).not.toContain('C:'); + expect(result).not.toContain('\\'); + }); + + it('should handle relative path slash conversion based on platform', () => { + // This test verifies platform-specific behavior naturally without mocking + // On Windows: forward slashes converted to backslashes + // On Linux/Unix: forward slashes preserved + const relativePath = 'some/relative/path'; + const result = normalizePath(relativePath); + + if (originalPlatform === 'win32') { + expect(result).toBe('some\\relative\\path'); + } else { + expect(result).toBe('some/relative/path'); + } + }); + }); }); diff --git a/src/filesystem/__tests__/path-validation.test.ts b/src/filesystem/__tests__/path-validation.test.ts index 06c65398..098119ea 100644 --- a/src/filesystem/__tests__/path-validation.test.ts +++ b/src/filesystem/__tests__/path-validation.test.ts @@ -1,4 +1,4 @@ -import { describe, it, expect, beforeEach, afterEach } from '@jest/globals'; +import { describe, it, expect, beforeEach, afterEach } from 'vitest'; import * as path from 'path'; import * as fs from 'fs/promises'; import * as os from 'os'; diff --git a/src/filesystem/__tests__/roots-utils.test.ts b/src/filesystem/__tests__/roots-utils.test.ts index 75821958..1a394839 100644 --- a/src/filesystem/__tests__/roots-utils.test.ts +++ b/src/filesystem/__tests__/roots-utils.test.ts @@ -1,4 +1,4 @@ -import { describe, it, expect, beforeEach, afterEach } from '@jest/globals'; +import { describe, it, expect, beforeEach, afterEach } from 'vitest'; import { getValidRootDirectories } from '../roots-utils.js'; import { mkdtempSync, rmSync, mkdirSync, writeFileSync, realpathSync } from 'fs'; import { tmpdir } from 'os'; diff --git a/src/filesystem/__tests__/structured-content.test.ts b/src/filesystem/__tests__/structured-content.test.ts new file mode 100644 index 00000000..4b8f92b0 --- /dev/null +++ b/src/filesystem/__tests__/structured-content.test.ts @@ -0,0 +1,158 @@ +import { describe, it, expect, beforeEach, afterEach } from 'vitest'; +import * as fs from 'fs/promises'; +import * as path from 'path'; +import * as os from 'os'; +import { Client } from '@modelcontextprotocol/sdk/client/index.js'; +import { StdioClientTransport } from '@modelcontextprotocol/sdk/client/stdio.js'; +import { spawn } from 'child_process'; + +/** + * Integration tests to verify that tool handlers return structuredContent + * that matches the declared outputSchema. + * + * These tests address issues #3110, #3106, #3093 where tools were returning + * structuredContent: { content: [contentBlock] } (array) instead of + * structuredContent: { content: string } as declared in outputSchema. + */ +describe('structuredContent schema compliance', () => { + let client: Client; + let transport: StdioClientTransport; + let testDir: string; + + beforeEach(async () => { + // Create a temp directory for testing + testDir = await fs.mkdtemp(path.join(os.tmpdir(), 'mcp-fs-test-')); + + // Create test files + await fs.writeFile(path.join(testDir, 'test.txt'), 'test content'); + await fs.mkdir(path.join(testDir, 'subdir')); + await fs.writeFile(path.join(testDir, 'subdir', 'nested.txt'), 'nested content'); + + // Start the MCP server + const serverPath = path.resolve(__dirname, '../dist/index.js'); + transport = new StdioClientTransport({ + command: 'node', + args: [serverPath, testDir], + }); + + client = new Client({ + name: 'test-client', + version: '1.0.0', + }, { + capabilities: {} + }); + + await client.connect(transport); + }); + + afterEach(async () => { + await client?.close(); + await fs.rm(testDir, { recursive: true, force: true }); + }); + + describe('directory_tree', () => { + it('should return structuredContent.content as a string, not an array', async () => { + const result = await client.callTool({ + name: 'directory_tree', + arguments: { path: testDir } + }); + + // The result should have structuredContent + expect(result.structuredContent).toBeDefined(); + + // structuredContent.content should be a string (matching outputSchema: { content: z.string() }) + const structuredContent = result.structuredContent as { content: unknown }; + expect(typeof structuredContent.content).toBe('string'); + + // It should NOT be an array + expect(Array.isArray(structuredContent.content)).toBe(false); + + // The content should be valid JSON representing the tree + const treeData = JSON.parse(structuredContent.content as string); + expect(Array.isArray(treeData)).toBe(true); + }); + }); + + describe('list_directory_with_sizes', () => { + it('should return structuredContent.content as a string, not an array', async () => { + const result = await client.callTool({ + name: 'list_directory_with_sizes', + arguments: { path: testDir } + }); + + // The result should have structuredContent + expect(result.structuredContent).toBeDefined(); + + // structuredContent.content should be a string (matching outputSchema: { content: z.string() }) + const structuredContent = result.structuredContent as { content: unknown }; + expect(typeof structuredContent.content).toBe('string'); + + // It should NOT be an array + expect(Array.isArray(structuredContent.content)).toBe(false); + + // The content should contain directory listing info + expect(structuredContent.content).toContain('[FILE]'); + }); + }); + + describe('move_file', () => { + it('should return structuredContent.content as a string, not an array', async () => { + const sourcePath = path.join(testDir, 'test.txt'); + const destPath = path.join(testDir, 'moved.txt'); + + const result = await client.callTool({ + name: 'move_file', + arguments: { + source: sourcePath, + destination: destPath + } + }); + + // The result should have structuredContent + expect(result.structuredContent).toBeDefined(); + + // structuredContent.content should be a string (matching outputSchema: { content: z.string() }) + const structuredContent = result.structuredContent as { content: unknown }; + expect(typeof structuredContent.content).toBe('string'); + + // It should NOT be an array + expect(Array.isArray(structuredContent.content)).toBe(false); + + // The content should contain success message + expect(structuredContent.content).toContain('Successfully moved'); + }); + }); + + describe('list_directory (control - already working)', () => { + it('should return structuredContent.content as a string', async () => { + const result = await client.callTool({ + name: 'list_directory', + arguments: { path: testDir } + }); + + expect(result.structuredContent).toBeDefined(); + + const structuredContent = result.structuredContent as { content: unknown }; + expect(typeof structuredContent.content).toBe('string'); + expect(Array.isArray(structuredContent.content)).toBe(false); + }); + }); + + describe('search_files (control - already working)', () => { + it('should return structuredContent.content as a string', async () => { + const result = await client.callTool({ + name: 'search_files', + arguments: { + path: testDir, + pattern: '*.txt' + } + }); + + expect(result.structuredContent).toBeDefined(); + + const structuredContent = result.structuredContent as { content: unknown }; + expect(typeof structuredContent.content).toBe('string'); + expect(Array.isArray(structuredContent.content)).toBe(false); + }); + }); +}); diff --git a/src/filesystem/index.ts b/src/filesystem/index.ts index 78881962..48a599fa 100644 --- a/src/filesystem/index.ts +++ b/src/filesystem/index.ts @@ -1,11 +1,9 @@ #!/usr/bin/env node -import { Server } from "@modelcontextprotocol/sdk/server/index.js"; +import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js"; import { StdioServerTransport } from "@modelcontextprotocol/sdk/server/stdio.js"; import { - CallToolRequestSchema, - ListToolsRequestSchema, - ToolSchema, + CallToolResult, RootsListChangedNotificationSchema, type Root, } from "@modelcontextprotocol/sdk/types.js"; @@ -13,7 +11,6 @@ import fs from "fs/promises"; import { createReadStream } from "fs"; import path from "path"; import { z } from "zod"; -import { zodToJsonSchema } from "zod-to-json-schema"; import { minimatch } from "minimatch"; import { normalizePath, expandHome } from './path-utils.js'; import { getValidRootDirectories } from './roots-utils.js'; @@ -143,20 +140,12 @@ const GetFileInfoArgsSchema = z.object({ path: z.string(), }); -const ToolInputSchema = ToolSchema.shape.inputSchema; -type ToolInput = z.infer; - // Server setup -const server = new Server( +const server = new McpServer( { name: "secure-filesystem-server", version: "0.2.0", - }, - { - capabilities: { - tools: {}, - }, - }, + } ); // Reads a file as a stream of buffers, concatenates them, and then encodes @@ -177,468 +166,522 @@ async function readFileAsBase64Stream(filePath: string): Promise { }); } -// Tool handlers -server.setRequestHandler(ListToolsRequestSchema, async () => { +// Tool registrations + +// read_file (deprecated) and read_text_file +const readTextFileHandler = async (args: z.infer) => { + const validPath = await validatePath(args.path); + + if (args.head && args.tail) { + throw new Error("Cannot specify both head and tail parameters simultaneously"); + } + + let content: string; + if (args.tail) { + content = await tailFile(validPath, args.tail); + } else if (args.head) { + content = await headFile(validPath, args.head); + } else { + content = await readFileContent(validPath); + } + return { - tools: [ - { - name: "read_file", - description: "Read the complete contents of a file as text. DEPRECATED: Use read_text_file instead.", - inputSchema: zodToJsonSchema(ReadTextFileArgsSchema) as ToolInput, - }, - { - name: "read_text_file", - description: - "Read the complete contents of a file from the file system as text. " + - "Handles various text encodings and provides detailed error messages " + - "if the file cannot be read. Use this tool when you need to examine " + - "the contents of a single file. Use the 'head' parameter to read only " + - "the first N lines of a file, or the 'tail' parameter to read only " + - "the last N lines of a file. Operates on the file as text regardless of extension. " + - "Only works within allowed directories.", - inputSchema: zodToJsonSchema(ReadTextFileArgsSchema) as ToolInput, - }, - { - name: "read_media_file", - description: - "Read an image or audio file. Returns the base64 encoded data and MIME type. " + - "Only works within allowed directories.", - inputSchema: zodToJsonSchema(ReadMediaFileArgsSchema) as ToolInput, - }, - { - name: "read_multiple_files", - description: - "Read the contents of multiple files simultaneously. This is more " + - "efficient than reading files one by one when you need to analyze " + - "or compare multiple files. Each file's content is returned with its " + - "path as a reference. Failed reads for individual files won't stop " + - "the entire operation. Only works within allowed directories.", - inputSchema: zodToJsonSchema(ReadMultipleFilesArgsSchema) as ToolInput, - }, - { - name: "write_file", - description: - "Create a new file or completely overwrite an existing file with new content. " + - "Use with caution as it will overwrite existing files without warning. " + - "Handles text content with proper encoding. Only works within allowed directories.", - inputSchema: zodToJsonSchema(WriteFileArgsSchema) as ToolInput, - }, - { - name: "edit_file", - description: - "Make line-based edits to a text file. Each edit replaces exact line sequences " + - "with new content. Returns a git-style diff showing the changes made. " + - "Only works within allowed directories.", - inputSchema: zodToJsonSchema(EditFileArgsSchema) as ToolInput, - }, - { - name: "create_directory", - description: - "Create a new directory or ensure a directory exists. Can create multiple " + - "nested directories in one operation. If the directory already exists, " + - "this operation will succeed silently. Perfect for setting up directory " + - "structures for projects or ensuring required paths exist. Only works within allowed directories.", - inputSchema: zodToJsonSchema(CreateDirectoryArgsSchema) as ToolInput, - }, - { - name: "list_directory", - description: - "Get a detailed listing of all files and directories in a specified path. " + - "Results clearly distinguish between files and directories with [FILE] and [DIR] " + - "prefixes. This tool is essential for understanding directory structure and " + - "finding specific files within a directory. Only works within allowed directories.", - inputSchema: zodToJsonSchema(ListDirectoryArgsSchema) as ToolInput, - }, - { - name: "list_directory_with_sizes", - description: - "Get a detailed listing of all files and directories in a specified path, including sizes. " + - "Results clearly distinguish between files and directories with [FILE] and [DIR] " + - "prefixes. This tool is useful for understanding directory structure and " + - "finding specific files within a directory. Only works within allowed directories.", - inputSchema: zodToJsonSchema(ListDirectoryWithSizesArgsSchema) as ToolInput, - }, - { - name: "directory_tree", - description: - "Get a recursive tree view of files and directories as a JSON structure. " + - "Each entry includes 'name', 'type' (file/directory), and 'children' for directories. " + - "Files have no children array, while directories always have a children array (which may be empty). " + - "The output is formatted with 2-space indentation for readability. Only works within allowed directories.", - inputSchema: zodToJsonSchema(DirectoryTreeArgsSchema) as ToolInput, - }, - { - name: "move_file", - description: - "Move or rename files and directories. Can move files between directories " + - "and rename them in a single operation. If the destination exists, the " + - "operation will fail. Works across different directories and can be used " + - "for simple renaming within the same directory. Both source and destination must be within allowed directories.", - inputSchema: zodToJsonSchema(MoveFileArgsSchema) as ToolInput, - }, - { - name: "search_files", - description: - "Recursively search for files and directories matching a pattern. " + - "The patterns should be glob-style patterns that match paths relative to the working directory. " + - "Use pattern like '*.ext' to match files in current directory, and '**/*.ext' to match files in all subdirectories. " + - "Returns full paths to all matching items. Great for finding files when you don't know their exact location. " + - "Only searches within allowed directories.", - inputSchema: zodToJsonSchema(SearchFilesArgsSchema) as ToolInput, - }, - { - name: "get_file_info", - description: - "Retrieve detailed metadata about a file or directory. Returns comprehensive " + - "information including size, creation time, last modified time, permissions, " + - "and type. This tool is perfect for understanding file characteristics " + - "without reading the actual content. Only works within allowed directories.", - inputSchema: zodToJsonSchema(GetFileInfoArgsSchema) as ToolInput, - }, - { - name: "list_allowed_directories", - description: - "Returns the list of directories that this server is allowed to access. " + - "Subdirectories within these allowed directories are also accessible. " + - "Use this to understand which directories and their nested paths are available " + - "before trying to access files.", - inputSchema: { - type: "object", - properties: {}, - required: [], - }, - }, - ], + content: [{ type: "text" as const, text: content }], + structuredContent: { content } }; -}); +}; +server.registerTool( + "read_file", + { + title: "Read File (Deprecated)", + description: "Read the complete contents of a file as text. DEPRECATED: Use read_text_file instead.", + inputSchema: ReadTextFileArgsSchema.shape, + outputSchema: { content: z.string() }, + annotations: { readOnlyHint: true } + }, + readTextFileHandler +); -server.setRequestHandler(CallToolRequestSchema, async (request) => { - try { - const { name, arguments: args } = request.params; +server.registerTool( + "read_text_file", + { + title: "Read Text File", + description: + "Read the complete contents of a file from the file system as text. " + + "Handles various text encodings and provides detailed error messages " + + "if the file cannot be read. Use this tool when you need to examine " + + "the contents of a single file. Use the 'head' parameter to read only " + + "the first N lines of a file, or the 'tail' parameter to read only " + + "the last N lines of a file. Operates on the file as text regardless of extension. " + + "Only works within allowed directories.", + inputSchema: { + path: z.string(), + tail: z.number().optional().describe("If provided, returns only the last N lines of the file"), + head: z.number().optional().describe("If provided, returns only the first N lines of the file") + }, + outputSchema: { content: z.string() }, + annotations: { readOnlyHint: true } + }, + readTextFileHandler +); - switch (name) { - case "read_file": - case "read_text_file": { - const parsed = ReadTextFileArgsSchema.safeParse(args); - if (!parsed.success) { - throw new Error(`Invalid arguments for read_text_file: ${parsed.error}`); - } - const validPath = await validatePath(parsed.data.path); +server.registerTool( + "read_media_file", + { + title: "Read Media File", + description: + "Read an image or audio file. Returns the base64 encoded data and MIME type. " + + "Only works within allowed directories.", + inputSchema: { + path: z.string() + }, + outputSchema: { + content: z.array(z.object({ + type: z.enum(["image", "audio", "blob"]), + data: z.string(), + mimeType: z.string() + })) + }, + annotations: { readOnlyHint: true } + }, + async (args: z.infer) => { + const validPath = await validatePath(args.path); + const extension = path.extname(validPath).toLowerCase(); + const mimeTypes: Record = { + ".png": "image/png", + ".jpg": "image/jpeg", + ".jpeg": "image/jpeg", + ".gif": "image/gif", + ".webp": "image/webp", + ".bmp": "image/bmp", + ".svg": "image/svg+xml", + ".mp3": "audio/mpeg", + ".wav": "audio/wav", + ".ogg": "audio/ogg", + ".flac": "audio/flac", + }; + const mimeType = mimeTypes[extension] || "application/octet-stream"; + const data = await readFileAsBase64Stream(validPath); - if (parsed.data.head && parsed.data.tail) { - throw new Error("Cannot specify both head and tail parameters simultaneously"); - } - - if (parsed.data.tail) { - // Use memory-efficient tail implementation for large files - const tailContent = await tailFile(validPath, parsed.data.tail); - return { - content: [{ type: "text", text: tailContent }], - }; - } - - if (parsed.data.head) { - // Use memory-efficient head implementation for large files - const headContent = await headFile(validPath, parsed.data.head); - return { - content: [{ type: "text", text: headContent }], - }; - } - const content = await readFileContent(validPath); - return { - content: [{ type: "text", text: content }], - }; - } - - case "read_media_file": { - const parsed = ReadMediaFileArgsSchema.safeParse(args); - if (!parsed.success) { - throw new Error(`Invalid arguments for read_media_file: ${parsed.error}`); - } - const validPath = await validatePath(parsed.data.path); - const extension = path.extname(validPath).toLowerCase(); - const mimeTypes: Record = { - ".png": "image/png", - ".jpg": "image/jpeg", - ".jpeg": "image/jpeg", - ".gif": "image/gif", - ".webp": "image/webp", - ".bmp": "image/bmp", - ".svg": "image/svg+xml", - ".mp3": "audio/mpeg", - ".wav": "audio/wav", - ".ogg": "audio/ogg", - ".flac": "audio/flac", - }; - const mimeType = mimeTypes[extension] || "application/octet-stream"; - const data = await readFileAsBase64Stream(validPath); - const type = mimeType.startsWith("image/") - ? "image" - : mimeType.startsWith("audio/") - ? "audio" - : "blob"; - return { - content: [{ type, data, mimeType }], - }; - } - - case "read_multiple_files": { - const parsed = ReadMultipleFilesArgsSchema.safeParse(args); - if (!parsed.success) { - throw new Error(`Invalid arguments for read_multiple_files: ${parsed.error}`); - } - const results = await Promise.all( - parsed.data.paths.map(async (filePath: string) => { - try { - const validPath = await validatePath(filePath); - const content = await readFileContent(validPath); - return `${filePath}:\n${content}\n`; - } catch (error) { - const errorMessage = error instanceof Error ? error.message : String(error); - return `${filePath}: Error - ${errorMessage}`; - } - }), - ); - return { - content: [{ type: "text", text: results.join("\n---\n") }], - }; - } - - case "write_file": { - const parsed = WriteFileArgsSchema.safeParse(args); - if (!parsed.success) { - throw new Error(`Invalid arguments for write_file: ${parsed.error}`); - } - const validPath = await validatePath(parsed.data.path); - await writeFileContent(validPath, parsed.data.content); - return { - content: [{ type: "text", text: `Successfully wrote to ${parsed.data.path}` }], - }; - } - - case "edit_file": { - const parsed = EditFileArgsSchema.safeParse(args); - if (!parsed.success) { - throw new Error(`Invalid arguments for edit_file: ${parsed.error}`); - } - const validPath = await validatePath(parsed.data.path); - const result = await applyFileEdits(validPath, parsed.data.edits, parsed.data.dryRun); - return { - content: [{ type: "text", text: result }], - }; - } - - case "create_directory": { - const parsed = CreateDirectoryArgsSchema.safeParse(args); - if (!parsed.success) { - throw new Error(`Invalid arguments for create_directory: ${parsed.error}`); - } - const validPath = await validatePath(parsed.data.path); - await fs.mkdir(validPath, { recursive: true }); - return { - content: [{ type: "text", text: `Successfully created directory ${parsed.data.path}` }], - }; - } - - case "list_directory": { - const parsed = ListDirectoryArgsSchema.safeParse(args); - if (!parsed.success) { - throw new Error(`Invalid arguments for list_directory: ${parsed.error}`); - } - const validPath = await validatePath(parsed.data.path); - const entries = await fs.readdir(validPath, { withFileTypes: true }); - const formatted = entries - .map((entry) => `${entry.isDirectory() ? "[DIR]" : "[FILE]"} ${entry.name}`) - .join("\n"); - return { - content: [{ type: "text", text: formatted }], - }; - } - - case "list_directory_with_sizes": { - const parsed = ListDirectoryWithSizesArgsSchema.safeParse(args); - if (!parsed.success) { - throw new Error(`Invalid arguments for list_directory_with_sizes: ${parsed.error}`); - } - const validPath = await validatePath(parsed.data.path); - const entries = await fs.readdir(validPath, { withFileTypes: true }); - - // Get detailed information for each entry - const detailedEntries = await Promise.all( - entries.map(async (entry) => { - const entryPath = path.join(validPath, entry.name); - try { - const stats = await fs.stat(entryPath); - return { - name: entry.name, - isDirectory: entry.isDirectory(), - size: stats.size, - mtime: stats.mtime - }; - } catch (error) { - return { - name: entry.name, - isDirectory: entry.isDirectory(), - size: 0, - mtime: new Date(0) - }; - } - }) - ); - - // Sort entries based on sortBy parameter - const sortedEntries = [...detailedEntries].sort((a, b) => { - if (parsed.data.sortBy === 'size') { - return b.size - a.size; // Descending by size - } - // Default sort by name - return a.name.localeCompare(b.name); - }); - - // Format the output - const formattedEntries = sortedEntries.map(entry => - `${entry.isDirectory ? "[DIR]" : "[FILE]"} ${entry.name.padEnd(30)} ${ - entry.isDirectory ? "" : formatSize(entry.size).padStart(10) - }` - ); - - // Add summary - const totalFiles = detailedEntries.filter(e => !e.isDirectory).length; - const totalDirs = detailedEntries.filter(e => e.isDirectory).length; - const totalSize = detailedEntries.reduce((sum, entry) => sum + (entry.isDirectory ? 0 : entry.size), 0); - - const summary = [ - "", - `Total: ${totalFiles} files, ${totalDirs} directories`, - `Combined size: ${formatSize(totalSize)}` - ]; - - return { - content: [{ - type: "text", - text: [...formattedEntries, ...summary].join("\n") - }], - }; - } - - case "directory_tree": { - const parsed = DirectoryTreeArgsSchema.safeParse(args); - if (!parsed.success) { - throw new Error(`Invalid arguments for directory_tree: ${parsed.error}`); - } - - interface TreeEntry { - name: string; - type: 'file' | 'directory'; - children?: TreeEntry[]; - } - const rootPath = parsed.data.path; - - async function buildTree(currentPath: string, excludePatterns: string[] = []): Promise { - const validPath = await validatePath(currentPath); - const entries = await fs.readdir(validPath, {withFileTypes: true}); - const result: TreeEntry[] = []; - - for (const entry of entries) { - const relativePath = path.relative(rootPath, path.join(currentPath, entry.name)); - const shouldExclude = excludePatterns.some(pattern => { - if (pattern.includes('*')) { - return minimatch(relativePath, pattern, {dot: true}); - } - // For files: match exact name or as part of path - // For directories: match as directory path - return minimatch(relativePath, pattern, {dot: true}) || - minimatch(relativePath, `**/${pattern}`, {dot: true}) || - minimatch(relativePath, `**/${pattern}/**`, {dot: true}); - }); - if (shouldExclude) - continue; - - const entryData: TreeEntry = { - name: entry.name, - type: entry.isDirectory() ? 'directory' : 'file' - }; - - if (entry.isDirectory()) { - const subPath = path.join(currentPath, entry.name); - entryData.children = await buildTree(subPath, excludePatterns); - } - - result.push(entryData); - } - - return result; - } - - const treeData = await buildTree(rootPath, parsed.data.excludePatterns); - return { - content: [{ - type: "text", - text: JSON.stringify(treeData, null, 2) - }], - }; - } - - case "move_file": { - const parsed = MoveFileArgsSchema.safeParse(args); - if (!parsed.success) { - throw new Error(`Invalid arguments for move_file: ${parsed.error}`); - } - const validSourcePath = await validatePath(parsed.data.source); - const validDestPath = await validatePath(parsed.data.destination); - await fs.rename(validSourcePath, validDestPath); - return { - content: [{ type: "text", text: `Successfully moved ${parsed.data.source} to ${parsed.data.destination}` }], - }; - } - - case "search_files": { - const parsed = SearchFilesArgsSchema.safeParse(args); - if (!parsed.success) { - throw new Error(`Invalid arguments for search_files: ${parsed.error}`); - } - const validPath = await validatePath(parsed.data.path); - const results = await searchFilesWithValidation(validPath, parsed.data.pattern, allowedDirectories, { excludePatterns: parsed.data.excludePatterns }); - return { - content: [{ type: "text", text: results.length > 0 ? results.join("\n") : "No matches found" }], - }; - } - - case "get_file_info": { - const parsed = GetFileInfoArgsSchema.safeParse(args); - if (!parsed.success) { - throw new Error(`Invalid arguments for get_file_info: ${parsed.error}`); - } - const validPath = await validatePath(parsed.data.path); - const info = await getFileStats(validPath); - return { - content: [{ type: "text", text: Object.entries(info) - .map(([key, value]) => `${key}: ${value}`) - .join("\n") }], - }; - } - - case "list_allowed_directories": { - return { - content: [{ - type: "text", - text: `Allowed directories:\n${allowedDirectories.join('\n')}` - }], - }; - } - - default: - throw new Error(`Unknown tool: ${name}`); - } - } catch (error) { - const errorMessage = error instanceof Error ? error.message : String(error); + const type = mimeType.startsWith("image/") + ? "image" + : mimeType.startsWith("audio/") + ? "audio" + // Fallback for other binary types, not officially supported by the spec but has been used for some time + : "blob"; + const contentItem = { type: type as 'image' | 'audio' | 'blob', data, mimeType }; return { - content: [{ type: "text", text: `Error: ${errorMessage}` }], - isError: true, + content: [contentItem], + structuredContent: { content: [contentItem] } + } as unknown as CallToolResult; + } +); + +server.registerTool( + "read_multiple_files", + { + title: "Read Multiple Files", + description: + "Read the contents of multiple files simultaneously. This is more " + + "efficient than reading files one by one when you need to analyze " + + "or compare multiple files. Each file's content is returned with its " + + "path as a reference. Failed reads for individual files won't stop " + + "the entire operation. Only works within allowed directories.", + inputSchema: { + paths: z.array(z.string()) + .min(1) + .describe("Array of file paths to read. Each path must be a string pointing to a valid file within allowed directories.") + }, + outputSchema: { content: z.string() }, + annotations: { readOnlyHint: true } + }, + async (args: z.infer) => { + const results = await Promise.all( + args.paths.map(async (filePath: string) => { + try { + const validPath = await validatePath(filePath); + const content = await readFileContent(validPath); + return `${filePath}:\n${content}\n`; + } catch (error) { + const errorMessage = error instanceof Error ? error.message : String(error); + return `${filePath}: Error - ${errorMessage}`; + } + }), + ); + const text = results.join("\n---\n"); + return { + content: [{ type: "text" as const, text }], + structuredContent: { content: text } }; } -}); +); + +server.registerTool( + "write_file", + { + title: "Write File", + description: + "Create a new file or completely overwrite an existing file with new content. " + + "Use with caution as it will overwrite existing files without warning. " + + "Handles text content with proper encoding. Only works within allowed directories.", + inputSchema: { + path: z.string(), + content: z.string() + }, + outputSchema: { content: z.string() }, + annotations: { readOnlyHint: false, idempotentHint: true, destructiveHint: true } + }, + async (args: z.infer) => { + const validPath = await validatePath(args.path); + await writeFileContent(validPath, args.content); + const text = `Successfully wrote to ${args.path}`; + return { + content: [{ type: "text" as const, text }], + structuredContent: { content: text } + }; + } +); + +server.registerTool( + "edit_file", + { + title: "Edit File", + description: + "Make line-based edits to a text file. Each edit replaces exact line sequences " + + "with new content. Returns a git-style diff showing the changes made. " + + "Only works within allowed directories.", + inputSchema: { + path: z.string(), + edits: z.array(z.object({ + oldText: z.string().describe("Text to search for - must match exactly"), + newText: z.string().describe("Text to replace with") + })), + dryRun: z.boolean().default(false).describe("Preview changes using git-style diff format") + }, + outputSchema: { content: z.string() }, + annotations: { readOnlyHint: false, idempotentHint: false, destructiveHint: true } + }, + async (args: z.infer) => { + const validPath = await validatePath(args.path); + const result = await applyFileEdits(validPath, args.edits, args.dryRun); + return { + content: [{ type: "text" as const, text: result }], + structuredContent: { content: result } + }; + } +); + +server.registerTool( + "create_directory", + { + title: "Create Directory", + description: + "Create a new directory or ensure a directory exists. Can create multiple " + + "nested directories in one operation. If the directory already exists, " + + "this operation will succeed silently. Perfect for setting up directory " + + "structures for projects or ensuring required paths exist. Only works within allowed directories.", + inputSchema: { + path: z.string() + }, + outputSchema: { content: z.string() }, + annotations: { readOnlyHint: false, idempotentHint: true, destructiveHint: false } + }, + async (args: z.infer) => { + const validPath = await validatePath(args.path); + await fs.mkdir(validPath, { recursive: true }); + const text = `Successfully created directory ${args.path}`; + return { + content: [{ type: "text" as const, text }], + structuredContent: { content: text } + }; + } +); + +server.registerTool( + "list_directory", + { + title: "List Directory", + description: + "Get a detailed listing of all files and directories in a specified path. " + + "Results clearly distinguish between files and directories with [FILE] and [DIR] " + + "prefixes. This tool is essential for understanding directory structure and " + + "finding specific files within a directory. Only works within allowed directories.", + inputSchema: { + path: z.string() + }, + outputSchema: { content: z.string() }, + annotations: { readOnlyHint: true } + }, + async (args: z.infer) => { + const validPath = await validatePath(args.path); + const entries = await fs.readdir(validPath, { withFileTypes: true }); + const formatted = entries + .map((entry) => `${entry.isDirectory() ? "[DIR]" : "[FILE]"} ${entry.name}`) + .join("\n"); + return { + content: [{ type: "text" as const, text: formatted }], + structuredContent: { content: formatted } + }; + } +); + +server.registerTool( + "list_directory_with_sizes", + { + title: "List Directory with Sizes", + description: + "Get a detailed listing of all files and directories in a specified path, including sizes. " + + "Results clearly distinguish between files and directories with [FILE] and [DIR] " + + "prefixes. This tool is useful for understanding directory structure and " + + "finding specific files within a directory. Only works within allowed directories.", + inputSchema: { + path: z.string(), + sortBy: z.enum(["name", "size"]).optional().default("name").describe("Sort entries by name or size") + }, + outputSchema: { content: z.string() }, + annotations: { readOnlyHint: true } + }, + async (args: z.infer) => { + const validPath = await validatePath(args.path); + const entries = await fs.readdir(validPath, { withFileTypes: true }); + + // Get detailed information for each entry + const detailedEntries = await Promise.all( + entries.map(async (entry) => { + const entryPath = path.join(validPath, entry.name); + try { + const stats = await fs.stat(entryPath); + return { + name: entry.name, + isDirectory: entry.isDirectory(), + size: stats.size, + mtime: stats.mtime + }; + } catch (error) { + return { + name: entry.name, + isDirectory: entry.isDirectory(), + size: 0, + mtime: new Date(0) + }; + } + }) + ); + + // Sort entries based on sortBy parameter + const sortedEntries = [...detailedEntries].sort((a, b) => { + if (args.sortBy === 'size') { + return b.size - a.size; // Descending by size + } + // Default sort by name + return a.name.localeCompare(b.name); + }); + + // Format the output + const formattedEntries = sortedEntries.map(entry => + `${entry.isDirectory ? "[DIR]" : "[FILE]"} ${entry.name.padEnd(30)} ${ + entry.isDirectory ? "" : formatSize(entry.size).padStart(10) + }` + ); + + // Add summary + const totalFiles = detailedEntries.filter(e => !e.isDirectory).length; + const totalDirs = detailedEntries.filter(e => e.isDirectory).length; + const totalSize = detailedEntries.reduce((sum, entry) => sum + (entry.isDirectory ? 0 : entry.size), 0); + + const summary = [ + "", + `Total: ${totalFiles} files, ${totalDirs} directories`, + `Combined size: ${formatSize(totalSize)}` + ]; + + const text = [...formattedEntries, ...summary].join("\n"); + const contentBlock = { type: "text" as const, text }; + return { + content: [contentBlock], + structuredContent: { content: text } + }; + } +); + +server.registerTool( + "directory_tree", + { + title: "Directory Tree", + description: + "Get a recursive tree view of files and directories as a JSON structure. " + + "Each entry includes 'name', 'type' (file/directory), and 'children' for directories. " + + "Files have no children array, while directories always have a children array (which may be empty). " + + "The output is formatted with 2-space indentation for readability. Only works within allowed directories.", + inputSchema: { + path: z.string(), + excludePatterns: z.array(z.string()).optional().default([]) + }, + outputSchema: { content: z.string() }, + annotations: { readOnlyHint: true } + }, + async (args: z.infer) => { + interface TreeEntry { + name: string; + type: 'file' | 'directory'; + children?: TreeEntry[]; + } + const rootPath = args.path; + + async function buildTree(currentPath: string, excludePatterns: string[] = []): Promise { + const validPath = await validatePath(currentPath); + const entries = await fs.readdir(validPath, { withFileTypes: true }); + const result: TreeEntry[] = []; + + for (const entry of entries) { + const relativePath = path.relative(rootPath, path.join(currentPath, entry.name)); + const shouldExclude = excludePatterns.some(pattern => { + if (pattern.includes('*')) { + return minimatch(relativePath, pattern, { dot: true }); + } + // For files: match exact name or as part of path + // For directories: match as directory path + return minimatch(relativePath, pattern, { dot: true }) || + minimatch(relativePath, `**/${pattern}`, { dot: true }) || + minimatch(relativePath, `**/${pattern}/**`, { dot: true }); + }); + if (shouldExclude) + continue; + + const entryData: TreeEntry = { + name: entry.name, + type: entry.isDirectory() ? 'directory' : 'file' + }; + + if (entry.isDirectory()) { + const subPath = path.join(currentPath, entry.name); + entryData.children = await buildTree(subPath, excludePatterns); + } + + result.push(entryData); + } + + return result; + } + + const treeData = await buildTree(rootPath, args.excludePatterns); + const text = JSON.stringify(treeData, null, 2); + const contentBlock = { type: "text" as const, text }; + return { + content: [contentBlock], + structuredContent: { content: text } + }; + } +); + +server.registerTool( + "move_file", + { + title: "Move File", + description: + "Move or rename files and directories. Can move files between directories " + + "and rename them in a single operation. If the destination exists, the " + + "operation will fail. Works across different directories and can be used " + + "for simple renaming within the same directory. Both source and destination must be within allowed directories.", + inputSchema: { + source: z.string(), + destination: z.string() + }, + outputSchema: { content: z.string() }, + annotations: { readOnlyHint: false, idempotentHint: false, destructiveHint: false } + }, + async (args: z.infer) => { + const validSourcePath = await validatePath(args.source); + const validDestPath = await validatePath(args.destination); + await fs.rename(validSourcePath, validDestPath); + const text = `Successfully moved ${args.source} to ${args.destination}`; + const contentBlock = { type: "text" as const, text }; + return { + content: [contentBlock], + structuredContent: { content: text } + }; + } +); + +server.registerTool( + "search_files", + { + title: "Search Files", + description: + "Recursively search for files and directories matching a pattern. " + + "The patterns should be glob-style patterns that match paths relative to the working directory. " + + "Use pattern like '*.ext' to match files in current directory, and '**/*.ext' to match files in all subdirectories. " + + "Returns full paths to all matching items. Great for finding files when you don't know their exact location. " + + "Only searches within allowed directories.", + inputSchema: { + path: z.string(), + pattern: z.string(), + excludePatterns: z.array(z.string()).optional().default([]) + }, + outputSchema: { content: z.string() }, + annotations: { readOnlyHint: true } + }, + async (args: z.infer) => { + const validPath = await validatePath(args.path); + const results = await searchFilesWithValidation(validPath, args.pattern, allowedDirectories, { excludePatterns: args.excludePatterns }); + const text = results.length > 0 ? results.join("\n") : "No matches found"; + return { + content: [{ type: "text" as const, text }], + structuredContent: { content: text } + }; + } +); + +server.registerTool( + "get_file_info", + { + title: "Get File Info", + description: + "Retrieve detailed metadata about a file or directory. Returns comprehensive " + + "information including size, creation time, last modified time, permissions, " + + "and type. This tool is perfect for understanding file characteristics " + + "without reading the actual content. Only works within allowed directories.", + inputSchema: { + path: z.string() + }, + outputSchema: { content: z.string() }, + annotations: { readOnlyHint: true } + }, + async (args: z.infer) => { + const validPath = await validatePath(args.path); + const info = await getFileStats(validPath); + const text = Object.entries(info) + .map(([key, value]) => `${key}: ${value}`) + .join("\n"); + return { + content: [{ type: "text" as const, text }], + structuredContent: { content: text } + }; + } +); + +server.registerTool( + "list_allowed_directories", + { + title: "List Allowed Directories", + description: + "Returns the list of directories that this server is allowed to access. " + + "Subdirectories within these allowed directories are also accessible. " + + "Use this to understand which directories and their nested paths are available " + + "before trying to access files.", + inputSchema: {}, + outputSchema: { content: z.string() }, + annotations: { readOnlyHint: true } + }, + async () => { + const text = `Allowed directories:\n${allowedDirectories.join('\n')}`; + return { + content: [{ type: "text" as const, text }], + structuredContent: { content: text } + }; + } +); // Updates allowed directories based on MCP client roots async function updateAllowedDirectoriesFromRoots(requestedRoots: Root[]) { @@ -653,10 +696,10 @@ async function updateAllowedDirectoriesFromRoots(requestedRoots: Root[]) { } // Handles dynamic roots updates during runtime, when client sends "roots/list_changed" notification, server fetches the updated roots and replaces all allowed directories with the new roots. -server.setNotificationHandler(RootsListChangedNotificationSchema, async () => { +server.server.setNotificationHandler(RootsListChangedNotificationSchema, async () => { try { // Request the updated roots list from the client - const response = await server.listRoots(); + const response = await server.server.listRoots(); if (response && 'roots' in response) { await updateAllowedDirectoriesFromRoots(response.roots); } @@ -666,12 +709,12 @@ server.setNotificationHandler(RootsListChangedNotificationSchema, async () => { }); // Handles post-initialization setup, specifically checking for and fetching MCP roots. -server.oninitialized = async () => { - const clientCapabilities = server.getClientCapabilities(); +server.server.oninitialized = async () => { + const clientCapabilities = server.server.getClientCapabilities(); if (clientCapabilities?.roots) { try { - const response = await server.listRoots(); + const response = await server.server.listRoots(); if (response && 'roots' in response) { await updateAllowedDirectoriesFromRoots(response.roots); } else { diff --git a/src/filesystem/jest.config.cjs b/src/filesystem/jest.config.cjs deleted file mode 100644 index 285141a7..00000000 --- a/src/filesystem/jest.config.cjs +++ /dev/null @@ -1,23 +0,0 @@ -/** @type {import('ts-jest').JestConfigWithTsJest} */ -module.exports = { - preset: 'ts-jest', - testEnvironment: 'node', - extensionsToTreatAsEsm: ['.ts'], - moduleNameMapper: { - '^(\\.{1,2}/.*)\\.js$': '$1', - }, - transform: { - '^.+\\.tsx?$': [ - 'ts-jest', - { - useESM: true, - }, - ], - }, - testMatch: ['**/__tests__/**/*.test.ts'], - collectCoverageFrom: [ - '**/*.ts', - '!**/__tests__/**', - '!**/dist/**', - ], -} diff --git a/src/filesystem/package.json b/src/filesystem/package.json index faeefa54..69f9738d 100644 --- a/src/filesystem/package.json +++ b/src/filesystem/package.json @@ -3,9 +3,14 @@ "version": "0.6.3", "description": "MCP server for filesystem access", "license": "MIT", + "mcpName": "io.github.modelcontextprotocol/server-filesystem", "author": "Anthropic, PBC (https://anthropic.com)", "homepage": "https://modelcontextprotocol.io", "bugs": "https://github.com/modelcontextprotocol/servers/issues", + "repository": { + "type": "git", + "url": "https://github.com/modelcontextprotocol/servers.git" + }, "type": "module", "bin": { "mcp-server-filesystem": "dist/index.js" @@ -17,25 +22,22 @@ "build": "tsc && shx chmod +x dist/*.js", "prepare": "npm run build", "watch": "tsc --watch", - "test": "jest --config=jest.config.cjs --coverage" + "test": "vitest run --coverage" }, "dependencies": { - "@modelcontextprotocol/sdk": "^1.17.0", - "diff": "^5.1.0", - "glob": "^10.3.10", + "@modelcontextprotocol/sdk": "^1.25.2", + "diff": "^8.0.3", + "glob": "^10.5.0", "minimatch": "^10.0.1", "zod-to-json-schema": "^3.23.5" }, "devDependencies": { - "@jest/globals": "^29.7.0", "@types/diff": "^5.0.9", - "@types/jest": "^29.5.14", "@types/minimatch": "^5.1.2", "@types/node": "^22", - "jest": "^29.7.0", + "@vitest/coverage-v8": "^2.1.8", "shx": "^0.3.4", - "ts-jest": "^29.1.1", - "ts-node": "^10.9.2", - "typescript": "^5.8.2" + "typescript": "^5.8.2", + "vitest": "^2.1.8" } } diff --git a/src/filesystem/path-utils.ts b/src/filesystem/path-utils.ts index aca7f061..50910b99 100644 --- a/src/filesystem/path-utils.ts +++ b/src/filesystem/path-utils.ts @@ -8,14 +8,15 @@ import os from 'os'; */ export function convertToWindowsPath(p: string): string { // Handle WSL paths (/mnt/c/...) + // NEVER convert WSL paths - they are valid Linux paths that work with Node.js fs operations in WSL + // Converting them to Windows format (C:\...) breaks fs operations inside WSL if (p.startsWith('/mnt/')) { - const driveLetter = p.charAt(5).toUpperCase(); - const pathPart = p.slice(6).replace(/\//g, '\\'); - return `${driveLetter}:${pathPart}`; + return p; // Leave WSL paths unchanged } - + // Handle Unix-style Windows paths (/c/...) - if (p.match(/^\/[a-zA-Z]\//)) { + // Only convert when running on Windows + if (p.match(/^\/[a-zA-Z]\//) && process.platform === 'win32') { const driveLetter = p.charAt(1).toUpperCase(); const pathPart = p.slice(2).replace(/\//g, '\\'); return `${driveLetter}:${pathPart}`; @@ -38,21 +39,29 @@ export function convertToWindowsPath(p: string): string { export function normalizePath(p: string): string { // Remove any surrounding quotes and whitespace p = p.trim().replace(/^["']|["']$/g, ''); - - // Check if this is a Unix path (starts with / but not a Windows or WSL path) - const isUnixPath = p.startsWith('/') && - !p.match(/^\/mnt\/[a-z]\//i) && - !p.match(/^\/[a-zA-Z]\//); - + + // Check if this is a Unix path that should not be converted + // WSL paths (/mnt/) should ALWAYS be preserved as they work correctly in WSL with Node.js fs + // Regular Unix paths should also be preserved + const isUnixPath = p.startsWith('/') && ( + // Always preserve WSL paths (/mnt/c/, /mnt/d/, etc.) + p.match(/^\/mnt\/[a-z]\//i) || + // On non-Windows platforms, treat all absolute paths as Unix paths + (process.platform !== 'win32') || + // On Windows, preserve Unix paths that aren't Unix-style Windows paths (/c/, /d/, etc.) + (process.platform === 'win32' && !p.match(/^\/[a-zA-Z]\//)) + ); + if (isUnixPath) { // For Unix paths, just normalize without converting to Windows format // Replace double slashes with single slashes and remove trailing slashes - return p.replace(/\/+/g, '/').replace(/\/+$/, ''); + return p.replace(/\/+/g, '/').replace(/(? + ## Overview A Model Context Protocol server for Git repository interaction and automation. This server provides tools to read, search, and manipulate Git repositories via Large Language Models. @@ -57,10 +59,12 @@ Please note that mcp-server-git is currently in early development. The functiona - Returns: Confirmation of reset operation 8. `git_log` - - Shows the commit logs + - Shows the commit logs with optional date filtering - Inputs: - `repo_path` (string): Path to Git repository - `max_count` (number, optional): Maximum number of commits to show (default: 10) + - `start_timestamp` (string, optional): Start timestamp for filtering commits. Accepts ISO 8601 format (e.g., '2024-01-15T14:30:25'), relative dates (e.g., '2 weeks ago', 'yesterday'), or absolute dates (e.g., '2024-01-15', 'Jan 15 2024') + - `end_timestamp` (string, optional): End timestamp for filtering commits. Accepts ISO 8601 format (e.g., '2024-01-15T14:30:25'), relative dates (e.g., '2 weeks ago', 'yesterday'), or absolute dates (e.g., '2024-01-15', 'Jan 15 2024') - Returns: Array of commit entries with hash, author, date, and message 9. `git_create_branch` @@ -68,7 +72,7 @@ Please note that mcp-server-git is currently in early development. The functiona - Inputs: - `repo_path` (string): Path to Git repository - `branch_name` (string): Name of the new branch - - `start_point` (string, optional): Starting point for the new branch + - `base_branch` (string, optional): Base branch to create from (defaults to current branch) - Returns: Confirmation of branch creation 10. `git_checkout` - Switches branches @@ -82,13 +86,8 @@ Please note that mcp-server-git is currently in early development. The functiona - `repo_path` (string): Path to Git repository - `revision` (string): The revision (commit hash, branch name, tag) to show - Returns: Contents of the specified commit -12. `git_init` - - Initializes a Git repository - - Inputs: - - `repo_path` (string): Path to directory to initialize git repo - - Returns: Confirmation of repository initialization -13. `git_branch` +12. `git_branch` - List Git branches - Inputs: - `repo_path` (string): Path to the Git repository. @@ -181,7 +180,7 @@ Add the configuration to your user-level MCP configuration file. Open the Comman **Method 2: Workspace Configuration** Alternatively, you can add the configuration to a file called `.vscode/mcp.json` in your workspace. This will allow you to share the configuration with others. -> For more details about MCP configuration in VS Code, see the [official VS Code MCP documentation](https://code.visualstudio.com/docs/copilot/mcp). +> For more details about MCP configuration in VS Code, see the [official VS Code MCP documentation](https://code.visualstudio.com/docs/copilot/customization/mcp-servers). ```json { diff --git a/src/git/pyproject.toml b/src/git/pyproject.toml index 1869135c..35ecbec8 100644 --- a/src/git/pyproject.toml +++ b/src/git/pyproject.toml @@ -17,7 +17,7 @@ classifiers = [ ] dependencies = [ "click>=8.1.7", - "gitpython>=3.1.43", + "gitpython>=3.1.45", "mcp>=1.0.0", "pydantic>=2.0.0", ] @@ -29,8 +29,8 @@ mcp-server-git = "mcp_server_git:main" requires = ["hatchling"] build-backend = "hatchling.build" -[tool.uv] -dev-dependencies = ["pyright>=1.1.389", "ruff>=0.7.3", "pytest>=8.0.0"] +[dependency-groups] +dev = ["pyright>=1.1.407", "ruff>=0.7.3", "pytest>=8.0.0"] [tool.pytest.ini_options] testpaths = ["tests"] diff --git a/src/git/src/mcp_server_git/server.py b/src/git/src/mcp_server_git/server.py index f1c4e83e..1d0298b4 100644 --- a/src/git/src/mcp_server_git/server.py +++ b/src/git/src/mcp_server_git/server.py @@ -13,6 +13,7 @@ from mcp.types import ( ) from enum import Enum import git +from git.exc import BadName from pydantic import BaseModel, Field # Default number of context lines to show in diff output @@ -48,6 +49,14 @@ class GitReset(BaseModel): class GitLog(BaseModel): repo_path: str max_count: int = 10 + start_timestamp: Optional[str] = Field( + None, + description="Start timestamp for filtering commits. Accepts: ISO 8601 format (e.g., '2024-01-15T14:30:25'), relative dates (e.g., '2 weeks ago', 'yesterday'), or absolute dates (e.g., '2024-01-15', 'Jan 15 2024')" + ) + end_timestamp: Optional[str] = Field( + None, + description="End timestamp for filtering commits. Accepts: ISO 8601 format (e.g., '2024-01-15T14:30:25'), relative dates (e.g., '2 weeks ago', 'yesterday'), or absolute dates (e.g., '2024-01-15', 'Jan 15 2024')" + ) class GitCreateBranch(BaseModel): repo_path: str @@ -62,8 +71,7 @@ class GitShow(BaseModel): repo_path: str revision: str -class GitInit(BaseModel): - repo_path: str + class GitBranch(BaseModel): repo_path: str = Field( @@ -83,6 +91,7 @@ class GitBranch(BaseModel): description="The commit sha that branch should NOT contain. Do not pass anything to this param if no commit sha is specified", ) + class GitTools(str, Enum): STATUS = "git_status" DIFF_UNSTAGED = "git_diff_unstaged" @@ -95,7 +104,7 @@ class GitTools(str, Enum): CREATE_BRANCH = "git_create_branch" CHECKOUT = "git_checkout" SHOW = "git_show" - INIT = "git_init" + BRANCH = "git_branch" def git_status(repo: git.Repo) -> str: @@ -108,6 +117,11 @@ def git_diff_staged(repo: git.Repo, context_lines: int = DEFAULT_CONTEXT_LINES) return repo.git.diff(f"--unified={context_lines}", "--cached") def git_diff(repo: git.Repo, target: str, context_lines: int = DEFAULT_CONTEXT_LINES) -> str: + # Defense in depth: reject targets starting with '-' to prevent flag injection, + # even if a malicious ref with that name exists (e.g. via filesystem manipulation) + if target.startswith("-"): + raise BadName(f"Invalid target: '{target}' - cannot start with '-'") + repo.rev_parse(target) # Validates target is a real git ref, throws BadName if not return repo.git.diff(f"--unified={context_lines}", target) def git_commit(repo: git.Repo, message: str) -> str: @@ -118,24 +132,49 @@ def git_add(repo: git.Repo, files: list[str]) -> str: if files == ["."]: repo.git.add(".") else: - repo.index.add(files) + # Use '--' to prevent files starting with '-' from being interpreted as options + repo.git.add("--", *files) return "Files staged successfully" def git_reset(repo: git.Repo) -> str: repo.index.reset() return "All staged changes reset" -def git_log(repo: git.Repo, max_count: int = 10) -> list[str]: - commits = list(repo.iter_commits(max_count=max_count)) - log = [] - for commit in commits: - log.append( - f"Commit: {commit.hexsha!r}\n" - f"Author: {commit.author!r}\n" - f"Date: {commit.authored_datetime}\n" - f"Message: {commit.message!r}\n" - ) - return log +def git_log(repo: git.Repo, max_count: int = 10, start_timestamp: Optional[str] = None, end_timestamp: Optional[str] = None) -> list[str]: + if start_timestamp or end_timestamp: + # Use git log command with date filtering + args = [] + if start_timestamp: + args.extend(['--since', start_timestamp]) + if end_timestamp: + args.extend(['--until', end_timestamp]) + args.extend(['--format=%H%n%an%n%ad%n%s%n']) + + log_output = repo.git.log(*args).split('\n') + + log = [] + # Process commits in groups of 4 (hash, author, date, message) + for i in range(0, len(log_output), 4): + if i + 3 < len(log_output) and len(log) < max_count: + log.append( + f"Commit: {log_output[i]}\n" + f"Author: {log_output[i+1]}\n" + f"Date: {log_output[i+2]}\n" + f"Message: {log_output[i+3]}\n" + ) + return log + else: + # Use existing logic for simple log without date filtering + commits = list(repo.iter_commits(max_count=max_count)) + log = [] + for commit in commits: + log.append( + f"Commit: {commit.hexsha!r}\n" + f"Author: {commit.author!r}\n" + f"Date: {commit.authored_datetime}\n" + f"Message: {commit.message!r}\n" + ) + return log def git_create_branch(repo: git.Repo, branch_name: str, base_branch: str | None = None) -> str: if base_branch: @@ -147,15 +186,15 @@ def git_create_branch(repo: git.Repo, branch_name: str, base_branch: str | None return f"Created branch '{branch_name}' from '{base.name}'" def git_checkout(repo: git.Repo, branch_name: str) -> str: + # Defense in depth: reject branch names starting with '-' to prevent flag injection, + # even if a malicious ref with that name exists (e.g. via filesystem manipulation) + if branch_name.startswith("-"): + raise BadName(f"Invalid branch name: '{branch_name}' - cannot start with '-'") + repo.rev_parse(branch_name) # Validates branch_name is a real git ref, throws BadName if not repo.git.checkout(branch_name) return f"Switched to branch '{branch_name}'" -def git_init(repo_path: str) -> str: - try: - repo = git.Repo.init(path=repo_path, mkdir=True) - return f"Initialized empty Git repository in {repo.git_dir}" - except Exception as e: - return f"Error initializing repository: {str(e)}" + def git_show(repo: git.Repo, revision: str) -> str: commit = repo.commit(revision) @@ -172,9 +211,35 @@ def git_show(repo: git.Repo, revision: str) -> str: diff = commit.diff(git.NULL_TREE, create_patch=True) for d in diff: output.append(f"\n--- {d.a_path}\n+++ {d.b_path}\n") - output.append(d.diff.decode('utf-8')) + if d.diff is None: + continue + if isinstance(d.diff, bytes): + output.append(d.diff.decode('utf-8')) + else: + output.append(d.diff) return "".join(output) +def validate_repo_path(repo_path: Path, allowed_repository: Path | None) -> None: + """Validate that repo_path is within the allowed repository path.""" + if allowed_repository is None: + return # No restriction configured + + # Resolve both paths to handle symlinks and relative paths + try: + resolved_repo = repo_path.resolve() + resolved_allowed = allowed_repository.resolve() + except (OSError, RuntimeError): + raise ValueError(f"Invalid path: {repo_path}") + + # Check if repo_path is the same as or a subdirectory of allowed_repository + try: + resolved_repo.relative_to(resolved_allowed) + except ValueError: + raise ValueError( + f"Repository path '{repo_path}' is outside the allowed repository '{allowed_repository}'" + ) + + def git_branch(repo: git.Repo, branch_type: str, contains: str | None = None, not_contains: str | None = None) -> str: match contains: case None: @@ -203,6 +268,7 @@ def git_branch(repo: git.Repo, branch_type: str, contains: str | None = None, no return branch_info + async def serve(repository: Path | None) -> None: logger = logging.getLogger(__name__) @@ -274,15 +340,12 @@ async def serve(repository: Path | None) -> None: description="Shows the contents of a commit", inputSchema=GitShow.model_json_schema(), ), - Tool( - name=GitTools.INIT, - description="Initialize a new Git repository", - inputSchema=GitInit.model_json_schema(), - ), + Tool( name=GitTools.BRANCH, description="List Git branches", inputSchema=GitBranch.model_json_schema(), + ) ] @@ -318,16 +381,11 @@ async def serve(repository: Path | None) -> None: @server.call_tool() async def call_tool(name: str, arguments: dict) -> list[TextContent]: repo_path = Path(arguments["repo_path"]) - - # Handle git init separately since it doesn't require an existing repo - if name == GitTools.INIT: - result = git_init(str(repo_path)) - return [TextContent( - type="text", - text=result - )] - - # For all other commands, we need an existing repo + + # Validate repo_path is within allowed repository + validate_repo_path(repo_path, repository) + + # For all commands, we need an existing repo repo = git.Repo(repo_path) match name: @@ -380,8 +438,14 @@ async def serve(repository: Path | None) -> None: text=result )] + # Update the LOG case: case GitTools.LOG: - log = git_log(repo, arguments.get("max_count", 10)) + log = git_log( + repo, + arguments.get("max_count", 10), + arguments.get("start_timestamp"), + arguments.get("end_timestamp") + ) return [TextContent( type="text", text="Commit history:\n" + "\n".join(log) diff --git a/src/git/tests/test_server.py b/src/git/tests/test_server.py index c26a385b..054bf8c7 100644 --- a/src/git/tests/test_server.py +++ b/src/git/tests/test_server.py @@ -1,7 +1,22 @@ import pytest from pathlib import Path import git -from mcp_server_git.server import git_checkout, git_branch, git_add +from git.exc import BadName +from mcp_server_git.server import ( + git_checkout, + git_branch, + git_add, + git_status, + git_diff_unstaged, + git_diff_staged, + git_diff, + git_commit, + git_reset, + git_log, + git_create_branch, + git_show, + validate_repo_path, +) import shutil @pytest.fixture @@ -26,7 +41,7 @@ def test_git_checkout_existing_branch(test_repository): def test_git_checkout_nonexistent_branch(test_repository): - with pytest.raises(git.GitCommandError): + with pytest.raises(BadName): git_checkout(test_repository, "nonexistent-branch") def test_git_branch_local(test_repository): @@ -35,8 +50,6 @@ def test_git_branch_local(test_repository): assert "new-branch-local" in result def test_git_branch_remote(test_repository): - # GitPython does not easily support creating remote branches without a remote. - # This test will check the behavior when 'remote' is specified without actual remotes. result = git_branch(test_repository, "remote") assert "" == result.strip() # Should be empty if no remote branches @@ -46,28 +59,32 @@ def test_git_branch_all(test_repository): assert "new-branch-all" in result def test_git_branch_contains(test_repository): + # Get the default branch name (could be "main" or "master") + default_branch = test_repository.active_branch.name # Create a new branch and commit to it test_repository.git.checkout("-b", "feature-branch") Path(test_repository.working_dir / Path("feature.txt")).write_text("feature content") test_repository.index.add(["feature.txt"]) commit = test_repository.index.commit("feature commit") - test_repository.git.checkout("master") + test_repository.git.checkout(default_branch) result = git_branch(test_repository, "local", contains=commit.hexsha) assert "feature-branch" in result - assert "master" not in result + assert default_branch not in result def test_git_branch_not_contains(test_repository): + # Get the default branch name (could be "main" or "master") + default_branch = test_repository.active_branch.name # Create a new branch and commit to it test_repository.git.checkout("-b", "another-feature-branch") Path(test_repository.working_dir / Path("another_feature.txt")).write_text("another feature content") test_repository.index.add(["another_feature.txt"]) commit = test_repository.index.commit("another feature commit") - test_repository.git.checkout("master") + test_repository.git.checkout(default_branch) result = git_branch(test_repository, "local", not_contains=commit.hexsha) assert "another-feature-branch" not in result - assert "master" in result + assert default_branch in result def test_git_add_all_files(test_repository): file_path = Path(test_repository.working_dir) / "all_file.txt" @@ -91,3 +108,318 @@ def test_git_add_specific_files(test_repository): assert "file1.txt" in staged_files assert "file2.txt" not in staged_files assert result == "Files staged successfully" + +def test_git_status(test_repository): + result = git_status(test_repository) + + assert result is not None + assert "On branch" in result or "branch" in result.lower() + +def test_git_diff_unstaged(test_repository): + file_path = Path(test_repository.working_dir) / "test.txt" + file_path.write_text("modified content") + + result = git_diff_unstaged(test_repository) + + assert "test.txt" in result + assert "modified content" in result + +def test_git_diff_unstaged_empty(test_repository): + result = git_diff_unstaged(test_repository) + + assert result == "" + +def test_git_diff_staged(test_repository): + file_path = Path(test_repository.working_dir) / "staged_file.txt" + file_path.write_text("staged content") + test_repository.index.add(["staged_file.txt"]) + + result = git_diff_staged(test_repository) + + assert "staged_file.txt" in result + assert "staged content" in result + +def test_git_diff_staged_empty(test_repository): + result = git_diff_staged(test_repository) + + assert result == "" + +def test_git_diff(test_repository): + # Get the default branch name (could be "main" or "master") + default_branch = test_repository.active_branch.name + test_repository.git.checkout("-b", "feature-diff") + file_path = Path(test_repository.working_dir) / "test.txt" + file_path.write_text("feature changes") + test_repository.index.add(["test.txt"]) + test_repository.index.commit("feature commit") + + result = git_diff(test_repository, default_branch) + + assert "test.txt" in result + assert "feature changes" in result + +def test_git_commit(test_repository): + file_path = Path(test_repository.working_dir) / "commit_test.txt" + file_path.write_text("content to commit") + test_repository.index.add(["commit_test.txt"]) + + result = git_commit(test_repository, "test commit message") + + assert "Changes committed successfully with hash" in result + + latest_commit = test_repository.head.commit + assert latest_commit.message.strip() == "test commit message" + +def test_git_reset(test_repository): + file_path = Path(test_repository.working_dir) / "reset_test.txt" + file_path.write_text("content to reset") + test_repository.index.add(["reset_test.txt"]) + + staged_before = [item.a_path for item in test_repository.index.diff("HEAD")] + assert "reset_test.txt" in staged_before + + result = git_reset(test_repository) + + assert result == "All staged changes reset" + + staged_after = [item.a_path for item in test_repository.index.diff("HEAD")] + assert "reset_test.txt" not in staged_after + +def test_git_log(test_repository): + for i in range(3): + file_path = Path(test_repository.working_dir) / f"log_test_{i}.txt" + file_path.write_text(f"content {i}") + test_repository.index.add([f"log_test_{i}.txt"]) + test_repository.index.commit(f"commit {i}") + + result = git_log(test_repository, max_count=2) + + assert isinstance(result, list) + assert len(result) == 2 + assert "Commit:" in result[0] + assert "Author:" in result[0] + assert "Date:" in result[0] + assert "Message:" in result[0] + +def test_git_log_default(test_repository): + result = git_log(test_repository) + + assert isinstance(result, list) + assert len(result) >= 1 + assert "initial commit" in result[0] + +def test_git_create_branch(test_repository): + result = git_create_branch(test_repository, "new-feature-branch") + + assert "Created branch 'new-feature-branch'" in result + + branches = [ref.name for ref in test_repository.references] + assert "new-feature-branch" in branches + +def test_git_create_branch_from_base(test_repository): + test_repository.git.checkout("-b", "base-branch") + file_path = Path(test_repository.working_dir) / "base.txt" + file_path.write_text("base content") + test_repository.index.add(["base.txt"]) + test_repository.index.commit("base commit") + + result = git_create_branch(test_repository, "derived-branch", "base-branch") + + assert "Created branch 'derived-branch' from 'base-branch'" in result + +def test_git_show(test_repository): + file_path = Path(test_repository.working_dir) / "show_test.txt" + file_path.write_text("show content") + test_repository.index.add(["show_test.txt"]) + test_repository.index.commit("show test commit") + + commit_sha = test_repository.head.commit.hexsha + + result = git_show(test_repository, commit_sha) + + assert "Commit:" in result + assert "Author:" in result + assert "show test commit" in result + assert "show_test.txt" in result + +def test_git_show_initial_commit(test_repository): + initial_commit = list(test_repository.iter_commits())[-1] + + result = git_show(test_repository, initial_commit.hexsha) + + assert "Commit:" in result + assert "initial commit" in result + assert "test.txt" in result + + +# Tests for validate_repo_path (repository scoping security fix) + +def test_validate_repo_path_no_restriction(): + """When no repository restriction is configured, any path should be allowed.""" + validate_repo_path(Path("/any/path"), None) # Should not raise + + +def test_validate_repo_path_exact_match(tmp_path: Path): + """When repo_path exactly matches allowed_repository, validation should pass.""" + allowed = tmp_path / "repo" + allowed.mkdir() + validate_repo_path(allowed, allowed) # Should not raise + + +def test_validate_repo_path_subdirectory(tmp_path: Path): + """When repo_path is a subdirectory of allowed_repository, validation should pass.""" + allowed = tmp_path / "repo" + allowed.mkdir() + subdir = allowed / "subdir" + subdir.mkdir() + validate_repo_path(subdir, allowed) # Should not raise + + +def test_validate_repo_path_outside_allowed(tmp_path: Path): + """When repo_path is outside allowed_repository, validation should raise ValueError.""" + allowed = tmp_path / "allowed_repo" + allowed.mkdir() + outside = tmp_path / "other_repo" + outside.mkdir() + + with pytest.raises(ValueError) as exc_info: + validate_repo_path(outside, allowed) + assert "outside the allowed repository" in str(exc_info.value) + + +def test_validate_repo_path_traversal_attempt(tmp_path: Path): + """Path traversal attempts (../) should be caught and rejected.""" + allowed = tmp_path / "allowed_repo" + allowed.mkdir() + # Attempt to escape via ../ + traversal_path = allowed / ".." / "other_repo" + + with pytest.raises(ValueError) as exc_info: + validate_repo_path(traversal_path, allowed) + assert "outside the allowed repository" in str(exc_info.value) + + +def test_validate_repo_path_symlink_escape(tmp_path: Path): + """Symlinks pointing outside allowed_repository should be rejected.""" + allowed = tmp_path / "allowed_repo" + allowed.mkdir() + outside = tmp_path / "outside" + outside.mkdir() + + # Create a symlink inside allowed that points outside + symlink = allowed / "escape_link" + symlink.symlink_to(outside) + + with pytest.raises(ValueError) as exc_info: + validate_repo_path(symlink, allowed) + assert "outside the allowed repository" in str(exc_info.value) +# Tests for argument injection protection + +def test_git_diff_rejects_flag_injection(test_repository): + """git_diff should reject flags that could be used for argument injection.""" + with pytest.raises(BadName): + git_diff(test_repository, "--output=/tmp/evil") + + with pytest.raises(BadName): + git_diff(test_repository, "--help") + + with pytest.raises(BadName): + git_diff(test_repository, "-p") + + +def test_git_checkout_rejects_flag_injection(test_repository): + """git_checkout should reject flags that could be used for argument injection.""" + with pytest.raises(BadName): + git_checkout(test_repository, "--help") + + with pytest.raises(BadName): + git_checkout(test_repository, "--orphan=evil") + + with pytest.raises(BadName): + git_checkout(test_repository, "-f") + + +def test_git_diff_allows_valid_refs(test_repository): + """git_diff should work normally with valid git refs.""" + # Get the default branch name + default_branch = test_repository.active_branch.name + + # Create a branch with a commit for diffing + test_repository.git.checkout("-b", "valid-diff-branch") + file_path = Path(test_repository.working_dir) / "test.txt" + file_path.write_text("valid diff content") + test_repository.index.add(["test.txt"]) + test_repository.index.commit("valid diff commit") + + # Test with branch name + result = git_diff(test_repository, default_branch) + assert "test.txt" in result + + # Test with HEAD~1 + result = git_diff(test_repository, "HEAD~1") + assert "test.txt" in result + + # Test with commit hash + commit_sha = test_repository.head.commit.hexsha + result = git_diff(test_repository, commit_sha) + assert result is not None + + +def test_git_checkout_allows_valid_branches(test_repository): + """git_checkout should work normally with valid branch names.""" + # Get the default branch name + default_branch = test_repository.active_branch.name + + # Create a branch to checkout + test_repository.git.branch("valid-checkout-branch") + + result = git_checkout(test_repository, "valid-checkout-branch") + assert "Switched to branch 'valid-checkout-branch'" in result + assert test_repository.active_branch.name == "valid-checkout-branch" + + # Checkout back to default branch + result = git_checkout(test_repository, default_branch) + assert "Switched to branch" in result + assert test_repository.active_branch.name == default_branch + + +def test_git_diff_rejects_malicious_refs(test_repository): + """git_diff should reject refs starting with '-' even if they exist. + + This tests defense in depth against an attacker who creates malicious + refs via filesystem manipulation (e.g. using mcp-filesystem to write + to .git/refs/heads/--output=...). + """ + import os + + # Manually create a malicious ref by writing directly to .git/refs + sha = test_repository.head.commit.hexsha + refs_dir = Path(test_repository.git_dir) / "refs" / "heads" + malicious_ref_path = refs_dir / "--output=evil.txt" + malicious_ref_path.write_text(sha) + + # Even though the ref exists, it should be rejected + with pytest.raises(BadName): + git_diff(test_repository, "--output=evil.txt") + + # Verify no file was created (the attack was blocked) + assert not os.path.exists("evil.txt") + + # Cleanup + malicious_ref_path.unlink() + + +def test_git_checkout_rejects_malicious_refs(test_repository): + """git_checkout should reject refs starting with '-' even if they exist.""" + # Manually create a malicious ref + sha = test_repository.head.commit.hexsha + refs_dir = Path(test_repository.git_dir) / "refs" / "heads" + malicious_ref_path = refs_dir / "--orphan=evil" + malicious_ref_path.write_text(sha) + + # Even though the ref exists, it should be rejected + with pytest.raises(BadName): + git_checkout(test_repository, "--orphan=evil") + + # Cleanup + malicious_ref_path.unlink() diff --git a/src/git/uv.lock 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`MEMORY_FILE_PATH`: Path to the memory storage JSON file (default: `memory.json` in the server directory) +- `MEMORY_FILE_PATH`: Path to the memory storage JSONL file (default: `memory.jsonl` in the server directory) # VS Code Installation Instructions @@ -198,7 +198,7 @@ Add the configuration to your user-level MCP configuration file. Open the Comman **Method 2: Workspace Configuration** Alternatively, you can add the configuration to a file called `.vscode/mcp.json` in your workspace. This will allow you to share the configuration with others. -> For more details about MCP configuration in VS Code, see the [official VS Code MCP documentation](https://code.visualstudio.com/docs/copilot/mcp). +> For more details about MCP configuration in VS Code, see the [official VS Code MCP documentation](https://code.visualstudio.com/docs/copilot/customization/mcp-servers). #### NPX diff --git a/src/memory/__tests__/file-path.test.ts b/src/memory/__tests__/file-path.test.ts new file mode 100644 index 00000000..d1a16e46 --- /dev/null +++ b/src/memory/__tests__/file-path.test.ts @@ -0,0 +1,156 @@ +import { describe, it, expect, beforeEach, afterEach, vi } from 'vitest'; +import { promises as fs } from 'fs'; +import path from 'path'; +import { fileURLToPath } from 'url'; +import { ensureMemoryFilePath, defaultMemoryPath } from '../index.js'; + +describe('ensureMemoryFilePath', () => { + const testDir = path.dirname(fileURLToPath(import.meta.url)); + const oldMemoryPath = path.join(testDir, '..', 'memory.json'); + const newMemoryPath = path.join(testDir, '..', 'memory.jsonl'); + + let originalEnv: string | undefined; + + beforeEach(() => { + // Save original environment variable + originalEnv = process.env.MEMORY_FILE_PATH; + // Delete environment variable + delete process.env.MEMORY_FILE_PATH; + }); + + afterEach(async () => { + // Restore original environment variable + if (originalEnv !== undefined) { + process.env.MEMORY_FILE_PATH = originalEnv; + } else { + delete process.env.MEMORY_FILE_PATH; + } + + // Clean up test files + try { + await fs.unlink(oldMemoryPath); + } catch { + // Ignore if file doesn't exist + } + try { + await fs.unlink(newMemoryPath); + } catch { + // Ignore if file doesn't exist + } + }); + + describe('with MEMORY_FILE_PATH environment variable', () => { + it('should return absolute path when MEMORY_FILE_PATH is absolute', async () => { + const absolutePath = '/tmp/custom-memory.jsonl'; + process.env.MEMORY_FILE_PATH = absolutePath; + + const result = await ensureMemoryFilePath(); + + expect(result).toBe(absolutePath); + }); + + it('should convert relative path to absolute when MEMORY_FILE_PATH is relative', async () => { + const relativePath = 'custom-memory.jsonl'; + process.env.MEMORY_FILE_PATH = relativePath; + + const result = await ensureMemoryFilePath(); + + expect(path.isAbsolute(result)).toBe(true); + expect(result).toContain('custom-memory.jsonl'); + }); + + it('should handle Windows absolute paths', async () => { + const windowsPath = 'C:\\temp\\memory.jsonl'; + process.env.MEMORY_FILE_PATH = windowsPath; + + const result = await ensureMemoryFilePath(); + + // On Windows, should return as-is; on Unix, will be treated as relative + if (process.platform === 'win32') { + expect(result).toBe(windowsPath); + } else { + expect(path.isAbsolute(result)).toBe(true); + } + }); + }); + + describe('without MEMORY_FILE_PATH environment variable', () => { + it('should return default path when no files exist', async () => { + const result = await ensureMemoryFilePath(); + + expect(result).toBe(defaultMemoryPath); + }); + + it('should migrate from memory.json to memory.jsonl when only old file exists', async () => { + // Create old memory.json file + await fs.writeFile(oldMemoryPath, '{"test":"data"}'); + + const consoleErrorSpy = vi.spyOn(console, 'error').mockImplementation(() => {}); + + const result = await ensureMemoryFilePath(); + + expect(result).toBe(defaultMemoryPath); + + // Verify migration happened + const newFileExists = await fs.access(newMemoryPath).then(() => true).catch(() => false); + const oldFileExists = await fs.access(oldMemoryPath).then(() => true).catch(() => false); + + expect(newFileExists).toBe(true); + expect(oldFileExists).toBe(false); + + // Verify console messages + expect(consoleErrorSpy).toHaveBeenCalledWith( + expect.stringContaining('DETECTED: Found legacy memory.json file') + ); + expect(consoleErrorSpy).toHaveBeenCalledWith( + expect.stringContaining('COMPLETED: Successfully migrated') + ); + + consoleErrorSpy.mockRestore(); + }); + + it('should use new file when both old and new files exist', async () => { + // Create both files + await fs.writeFile(oldMemoryPath, '{"old":"data"}'); + await fs.writeFile(newMemoryPath, '{"new":"data"}'); + + const consoleErrorSpy = vi.spyOn(console, 'error').mockImplementation(() => {}); + + const result = await ensureMemoryFilePath(); + + expect(result).toBe(defaultMemoryPath); + + // Verify no migration happened (both files should still exist) + const newFileExists = await fs.access(newMemoryPath).then(() => true).catch(() => false); + const oldFileExists = await fs.access(oldMemoryPath).then(() => true).catch(() => false); + + expect(newFileExists).toBe(true); + expect(oldFileExists).toBe(true); + + // Verify no console messages about migration + expect(consoleErrorSpy).not.toHaveBeenCalled(); + + consoleErrorSpy.mockRestore(); + }); + + it('should preserve file content during migration', async () => { + const testContent = '{"entities": [{"name": "test", "type": "person"}]}'; + await fs.writeFile(oldMemoryPath, testContent); + + await ensureMemoryFilePath(); + + const migratedContent = await fs.readFile(newMemoryPath, 'utf-8'); + expect(migratedContent).toBe(testContent); + }); + }); + + describe('defaultMemoryPath', () => { + it('should end with memory.jsonl', () => { + expect(defaultMemoryPath).toMatch(/memory\.jsonl$/); + }); + + it('should be an absolute path', () => { + expect(path.isAbsolute(defaultMemoryPath)).toBe(true); + }); + }); +}); diff --git a/src/memory/__tests__/knowledge-graph.test.ts b/src/memory/__tests__/knowledge-graph.test.ts new file mode 100644 index 00000000..7edab5e4 --- /dev/null +++ b/src/memory/__tests__/knowledge-graph.test.ts @@ -0,0 +1,483 @@ +import { describe, it, expect, beforeEach, afterEach } from 'vitest'; +import { promises as fs } from 'fs'; +import path from 'path'; +import { fileURLToPath } from 'url'; +import { KnowledgeGraphManager, Entity, Relation, KnowledgeGraph } from '../index.js'; + +describe('KnowledgeGraphManager', () => { + let manager: KnowledgeGraphManager; + let testFilePath: string; + + beforeEach(async () => { + // Create a temporary test file path + testFilePath = path.join( + path.dirname(fileURLToPath(import.meta.url)), + `test-memory-${Date.now()}.jsonl` + ); + manager = new KnowledgeGraphManager(testFilePath); + }); + + afterEach(async () => { + // Clean up test file + try { + await fs.unlink(testFilePath); + } catch (error) { + // Ignore errors if file doesn't exist + } + }); + + describe('createEntities', () => { + it('should create new entities', async () => { + const entities: Entity[] = [ + { name: 'Alice', entityType: 'person', observations: ['works at Acme Corp'] }, + { name: 'Bob', entityType: 'person', observations: ['likes programming'] }, + ]; + + const newEntities = await manager.createEntities(entities); + expect(newEntities).toHaveLength(2); + expect(newEntities).toEqual(entities); + + const graph = await manager.readGraph(); + expect(graph.entities).toHaveLength(2); + }); + + it('should not create duplicate entities', async () => { + const entities: Entity[] = [ + { name: 'Alice', entityType: 'person', observations: ['works at Acme Corp'] }, + ]; + + await manager.createEntities(entities); + const newEntities = await manager.createEntities(entities); + + expect(newEntities).toHaveLength(0); + + const graph = await manager.readGraph(); + expect(graph.entities).toHaveLength(1); + }); + + it('should handle empty entity arrays', async () => { + const newEntities = await manager.createEntities([]); + expect(newEntities).toHaveLength(0); + }); + }); + + describe('createRelations', () => { + it('should create new relations', async () => { + await manager.createEntities([ + { name: 'Alice', entityType: 'person', observations: [] }, + { name: 'Bob', entityType: 'person', observations: [] }, + ]); + + const relations: Relation[] = [ + { from: 'Alice', to: 'Bob', relationType: 'knows' }, + ]; + + const newRelations = await manager.createRelations(relations); + expect(newRelations).toHaveLength(1); + expect(newRelations).toEqual(relations); + + const graph = await manager.readGraph(); + expect(graph.relations).toHaveLength(1); + }); + + it('should not create duplicate relations', async () => { + await manager.createEntities([ + { name: 'Alice', entityType: 'person', observations: [] }, + { name: 'Bob', entityType: 'person', observations: [] }, + ]); + + const relations: Relation[] = [ + { from: 'Alice', to: 'Bob', relationType: 'knows' }, + ]; + + await manager.createRelations(relations); + const newRelations = await manager.createRelations(relations); + + expect(newRelations).toHaveLength(0); + + const graph = await manager.readGraph(); + expect(graph.relations).toHaveLength(1); + }); + + it('should handle empty relation arrays', async () => { + const newRelations = await manager.createRelations([]); + expect(newRelations).toHaveLength(0); + }); + }); + + describe('addObservations', () => { + it('should add observations to existing entities', async () => { + await manager.createEntities([ + { name: 'Alice', entityType: 'person', observations: ['works at Acme Corp'] }, + ]); + + const results = await manager.addObservations([ + { entityName: 'Alice', contents: ['likes coffee', 'has a dog'] }, + ]); + + expect(results).toHaveLength(1); + expect(results[0].entityName).toBe('Alice'); + expect(results[0].addedObservations).toHaveLength(2); + + const graph = await manager.readGraph(); + const alice = graph.entities.find(e => e.name === 'Alice'); + expect(alice?.observations).toHaveLength(3); + }); + + it('should not add duplicate observations', async () => { + await manager.createEntities([ + { name: 'Alice', entityType: 'person', observations: ['works at Acme Corp'] }, + ]); + + await manager.addObservations([ + { entityName: 'Alice', contents: ['likes coffee'] }, + ]); + + const results = await manager.addObservations([ + { entityName: 'Alice', contents: ['likes coffee', 'has a dog'] }, + ]); + + expect(results[0].addedObservations).toHaveLength(1); + expect(results[0].addedObservations).toContain('has a dog'); + + const graph = await manager.readGraph(); + const alice = graph.entities.find(e => e.name === 'Alice'); + expect(alice?.observations).toHaveLength(3); + }); + + it('should throw error for non-existent entity', async () => { + await expect( + manager.addObservations([ + { entityName: 'NonExistent', contents: ['some observation'] }, + ]) + ).rejects.toThrow('Entity with name NonExistent not found'); + }); + }); + + describe('deleteEntities', () => { + it('should delete entities', async () => { + await manager.createEntities([ + { name: 'Alice', entityType: 'person', observations: [] }, + { name: 'Bob', entityType: 'person', observations: [] }, + ]); + + await manager.deleteEntities(['Alice']); + + const graph = await manager.readGraph(); + expect(graph.entities).toHaveLength(1); + expect(graph.entities[0].name).toBe('Bob'); + }); + + it('should cascade delete relations when deleting entities', async () => { + await manager.createEntities([ + { name: 'Alice', entityType: 'person', observations: [] }, + { name: 'Bob', entityType: 'person', observations: [] }, + { name: 'Charlie', entityType: 'person', observations: [] }, + ]); + + await manager.createRelations([ + { from: 'Alice', to: 'Bob', relationType: 'knows' }, + { from: 'Bob', to: 'Charlie', relationType: 'knows' }, + ]); + + await manager.deleteEntities(['Bob']); + + const graph = await manager.readGraph(); + expect(graph.entities).toHaveLength(2); + expect(graph.relations).toHaveLength(0); + }); + + it('should handle deleting non-existent entities', async () => { + await manager.deleteEntities(['NonExistent']); + const graph = await manager.readGraph(); + expect(graph.entities).toHaveLength(0); + }); + }); + + describe('deleteObservations', () => { + it('should delete observations from entities', async () => { + await manager.createEntities([ + { name: 'Alice', entityType: 'person', observations: ['works at Acme Corp', 'likes coffee'] }, + ]); + + await manager.deleteObservations([ + { entityName: 'Alice', observations: ['likes coffee'] }, + ]); + + const graph = await manager.readGraph(); + const alice = graph.entities.find(e => e.name === 'Alice'); + expect(alice?.observations).toHaveLength(1); + expect(alice?.observations).toContain('works at Acme Corp'); + }); + + it('should handle deleting from non-existent entities', async () => { + await manager.deleteObservations([ + { entityName: 'NonExistent', observations: ['some observation'] }, + ]); + // Should not throw error + const graph = await manager.readGraph(); + expect(graph.entities).toHaveLength(0); + }); + }); + + describe('deleteRelations', () => { + it('should delete specific relations', async () => { + await manager.createEntities([ + { name: 'Alice', entityType: 'person', observations: [] }, + { name: 'Bob', entityType: 'person', observations: [] }, + ]); + + await manager.createRelations([ + { from: 'Alice', to: 'Bob', relationType: 'knows' }, + { from: 'Alice', to: 'Bob', relationType: 'works_with' }, + ]); + + await manager.deleteRelations([ + { from: 'Alice', to: 'Bob', relationType: 'knows' }, + ]); + + const graph = await manager.readGraph(); + expect(graph.relations).toHaveLength(1); + expect(graph.relations[0].relationType).toBe('works_with'); + }); + }); + + describe('readGraph', () => { + it('should return empty graph when file does not exist', async () => { + const graph = await manager.readGraph(); + expect(graph.entities).toHaveLength(0); + expect(graph.relations).toHaveLength(0); + }); + + it('should return complete graph with entities and relations', async () => { + await manager.createEntities([ + { name: 'Alice', entityType: 'person', observations: ['works at Acme Corp'] }, + ]); + + await manager.createRelations([ + { from: 'Alice', to: 'Alice', relationType: 'self' }, + ]); + + const graph = await manager.readGraph(); + expect(graph.entities).toHaveLength(1); + expect(graph.relations).toHaveLength(1); + }); + }); + + describe('searchNodes', () => { + beforeEach(async () => { + await manager.createEntities([ + { name: 'Alice', entityType: 'person', observations: ['works at Acme Corp', 'likes programming'] }, + { name: 'Bob', entityType: 'person', observations: ['works at TechCo'] }, + { name: 'Acme Corp', entityType: 'company', observations: ['tech company'] }, + ]); + + await manager.createRelations([ + { from: 'Alice', to: 'Acme Corp', relationType: 'works_at' }, + { from: 'Bob', to: 'Acme Corp', relationType: 'competitor' }, + ]); + }); + + it('should search by entity name', async () => { + const result = await manager.searchNodes('Alice'); + expect(result.entities).toHaveLength(1); + expect(result.entities[0].name).toBe('Alice'); + }); + + it('should search by entity type', async () => { + const result = await manager.searchNodes('company'); + expect(result.entities).toHaveLength(1); + expect(result.entities[0].name).toBe('Acme Corp'); + }); + + it('should search by observation content', async () => { + const result = await manager.searchNodes('programming'); + expect(result.entities).toHaveLength(1); + expect(result.entities[0].name).toBe('Alice'); + }); + + it('should be case insensitive', async () => { + const result = await manager.searchNodes('ALICE'); + expect(result.entities).toHaveLength(1); + expect(result.entities[0].name).toBe('Alice'); + }); + + it('should include relations between matched entities', async () => { + const result = await manager.searchNodes('Acme'); + expect(result.entities).toHaveLength(2); // Alice and Acme Corp + expect(result.relations).toHaveLength(1); // Only Alice -> Acme Corp relation + }); + + it('should return empty graph for no matches', async () => { + const result = await manager.searchNodes('NonExistent'); + expect(result.entities).toHaveLength(0); + expect(result.relations).toHaveLength(0); + }); + }); + + describe('openNodes', () => { + beforeEach(async () => { + await manager.createEntities([ + { name: 'Alice', entityType: 'person', observations: [] }, + { name: 'Bob', entityType: 'person', observations: [] }, + { name: 'Charlie', entityType: 'person', observations: [] }, + ]); + + await manager.createRelations([ + { from: 'Alice', to: 'Bob', relationType: 'knows' }, + { from: 'Bob', to: 'Charlie', relationType: 'knows' }, + ]); + }); + + it('should open specific nodes by name', async () => { + const result = await manager.openNodes(['Alice', 'Bob']); + expect(result.entities).toHaveLength(2); + expect(result.entities.map(e => e.name)).toContain('Alice'); + expect(result.entities.map(e => e.name)).toContain('Bob'); + }); + + it('should include relations between opened nodes', async () => { + const result = await manager.openNodes(['Alice', 'Bob']); + expect(result.relations).toHaveLength(1); + expect(result.relations[0].from).toBe('Alice'); + expect(result.relations[0].to).toBe('Bob'); + }); + + it('should exclude relations to unopened nodes', async () => { + const result = await manager.openNodes(['Bob']); + expect(result.relations).toHaveLength(0); + }); + + it('should handle opening non-existent nodes', async () => { + const result = await manager.openNodes(['NonExistent']); + expect(result.entities).toHaveLength(0); + }); + + it('should handle empty node list', async () => { + const result = await manager.openNodes([]); + expect(result.entities).toHaveLength(0); + expect(result.relations).toHaveLength(0); + }); + }); + + describe('file persistence', () => { + it('should persist data across manager instances', async () => { + await manager.createEntities([ + { name: 'Alice', entityType: 'person', observations: ['persistent data'] }, + ]); + + // Create new manager instance with same file path + const manager2 = new KnowledgeGraphManager(testFilePath); + const graph = await manager2.readGraph(); + + expect(graph.entities).toHaveLength(1); + expect(graph.entities[0].name).toBe('Alice'); + }); + + it('should handle JSONL format correctly', async () => { + await manager.createEntities([ + { name: 'Alice', entityType: 'person', observations: [] }, + ]); + await manager.createRelations([ + { from: 'Alice', to: 'Alice', relationType: 'self' }, + ]); + + // Read file directly + const fileContent = await fs.readFile(testFilePath, 'utf-8'); + const lines = fileContent.split('\n').filter(line => line.trim()); + + expect(lines).toHaveLength(2); + expect(JSON.parse(lines[0])).toHaveProperty('type', 'entity'); + expect(JSON.parse(lines[1])).toHaveProperty('type', 'relation'); + }); + + it('should strip type field from entities when loading from file', async () => { + // Create entities and relations (these get saved with type field) + await manager.createEntities([ + { name: 'Alice', entityType: 'person', observations: ['test observation'] }, + { name: 'Bob', entityType: 'person', observations: [] }, + ]); + await manager.createRelations([ + { from: 'Alice', to: 'Bob', relationType: 'knows' }, + ]); + + // Verify file contains type field (order may vary) + const fileContent = await fs.readFile(testFilePath, 'utf-8'); + const fileLines = fileContent.split('\n').filter(line => line.trim()); + const fileItems = fileLines.map(line => JSON.parse(line)); + const fileEntity = fileItems.find(item => item.type === 'entity'); + const fileRelation = fileItems.find(item => item.type === 'relation'); + expect(fileEntity).toBeDefined(); + expect(fileEntity).toHaveProperty('type', 'entity'); + expect(fileRelation).toBeDefined(); + expect(fileRelation).toHaveProperty('type', 'relation'); + + // Create new manager instance to force reload from file + const manager2 = new KnowledgeGraphManager(testFilePath); + const graph = await manager2.readGraph(); + + // Verify loaded entities don't have type field + expect(graph.entities).toHaveLength(2); + graph.entities.forEach(entity => { + expect(entity).not.toHaveProperty('type'); + expect(entity).toHaveProperty('name'); + expect(entity).toHaveProperty('entityType'); + expect(entity).toHaveProperty('observations'); + }); + + // Verify loaded relations don't have type field + expect(graph.relations).toHaveLength(1); + graph.relations.forEach(relation => { + expect(relation).not.toHaveProperty('type'); + expect(relation).toHaveProperty('from'); + expect(relation).toHaveProperty('to'); + expect(relation).toHaveProperty('relationType'); + }); + }); + + it('should strip type field from searchNodes results', async () => { + await manager.createEntities([ + { name: 'Alice', entityType: 'person', observations: ['works at Acme'] }, + ]); + await manager.createRelations([ + { from: 'Alice', to: 'Alice', relationType: 'self' }, + ]); + + // Create new manager instance to force reload from file + const manager2 = new KnowledgeGraphManager(testFilePath); + const result = await manager2.searchNodes('Alice'); + + // Verify search results don't have type field + expect(result.entities).toHaveLength(1); + expect(result.entities[0]).not.toHaveProperty('type'); + expect(result.entities[0].name).toBe('Alice'); + + expect(result.relations).toHaveLength(1); + expect(result.relations[0]).not.toHaveProperty('type'); + expect(result.relations[0].from).toBe('Alice'); + }); + + it('should strip type field from openNodes results', async () => { + await manager.createEntities([ + { name: 'Alice', entityType: 'person', observations: [] }, + { name: 'Bob', entityType: 'person', observations: [] }, + ]); + await manager.createRelations([ + { from: 'Alice', to: 'Bob', relationType: 'knows' }, + ]); + + // Create new manager instance to force reload from file + const manager2 = new KnowledgeGraphManager(testFilePath); + const result = await manager2.openNodes(['Alice', 'Bob']); + + // Verify open results don't have type field + expect(result.entities).toHaveLength(2); + result.entities.forEach(entity => { + expect(entity).not.toHaveProperty('type'); + }); + + expect(result.relations).toHaveLength(1); + expect(result.relations[0]).not.toHaveProperty('type'); + }); + }); +}); diff --git a/src/memory/index.ts b/src/memory/index.ts index 4590a1db..600a7edc 100644 --- a/src/memory/index.ts +++ b/src/memory/index.ts @@ -1,53 +1,93 @@ #!/usr/bin/env node -import { Server } from "@modelcontextprotocol/sdk/server/index.js"; +import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js"; import { StdioServerTransport } from "@modelcontextprotocol/sdk/server/stdio.js"; -import { - CallToolRequestSchema, - ListToolsRequestSchema, -} from "@modelcontextprotocol/sdk/types.js"; +import { z } from "zod"; import { promises as fs } from 'fs'; import path from 'path'; import { fileURLToPath } from 'url'; // Define memory file path using environment variable with fallback -const defaultMemoryPath = path.join(path.dirname(fileURLToPath(import.meta.url)), 'memory.json'); +export const defaultMemoryPath = path.join(path.dirname(fileURLToPath(import.meta.url)), 'memory.jsonl'); -// If MEMORY_FILE_PATH is just a filename, put it in the same directory as the script -const MEMORY_FILE_PATH = process.env.MEMORY_FILE_PATH - ? path.isAbsolute(process.env.MEMORY_FILE_PATH) - ? process.env.MEMORY_FILE_PATH - : path.join(path.dirname(fileURLToPath(import.meta.url)), process.env.MEMORY_FILE_PATH) - : defaultMemoryPath; +// Handle backward compatibility: migrate memory.json to memory.jsonl if needed +export async function ensureMemoryFilePath(): Promise { + if (process.env.MEMORY_FILE_PATH) { + // Custom path provided, use it as-is (with absolute path resolution) + return path.isAbsolute(process.env.MEMORY_FILE_PATH) + ? process.env.MEMORY_FILE_PATH + : path.join(path.dirname(fileURLToPath(import.meta.url)), process.env.MEMORY_FILE_PATH); + } + + // No custom path set, check for backward compatibility migration + const oldMemoryPath = path.join(path.dirname(fileURLToPath(import.meta.url)), 'memory.json'); + const newMemoryPath = defaultMemoryPath; + + try { + // Check if old file exists and new file doesn't + await fs.access(oldMemoryPath); + try { + await fs.access(newMemoryPath); + // Both files exist, use new one (no migration needed) + return newMemoryPath; + } catch { + // Old file exists, new file doesn't - migrate + console.error('DETECTED: Found legacy memory.json file, migrating to memory.jsonl for JSONL format compatibility'); + await fs.rename(oldMemoryPath, newMemoryPath); + console.error('COMPLETED: Successfully migrated memory.json to memory.jsonl'); + return newMemoryPath; + } + } catch { + // Old file doesn't exist, use new path + return newMemoryPath; + } +} + +// Initialize memory file path (will be set during startup) +let MEMORY_FILE_PATH: string; // We are storing our memory using entities, relations, and observations in a graph structure -interface Entity { +export interface Entity { name: string; entityType: string; observations: string[]; } -interface Relation { +export interface Relation { from: string; to: string; relationType: string; } -interface KnowledgeGraph { +export interface KnowledgeGraph { entities: Entity[]; relations: Relation[]; } // The KnowledgeGraphManager class contains all operations to interact with the knowledge graph -class KnowledgeGraphManager { +export class KnowledgeGraphManager { + constructor(private memoryFilePath: string) {} + private async loadGraph(): Promise { try { - const data = await fs.readFile(MEMORY_FILE_PATH, "utf-8"); + const data = await fs.readFile(this.memoryFilePath, "utf-8"); const lines = data.split("\n").filter(line => line.trim() !== ""); return lines.reduce((graph: KnowledgeGraph, line) => { const item = JSON.parse(line); - if (item.type === "entity") graph.entities.push(item as Entity); - if (item.type === "relation") graph.relations.push(item as Relation); + if (item.type === "entity") { + graph.entities.push({ + name: item.name, + entityType: item.entityType, + observations: item.observations + }); + } + if (item.type === "relation") { + graph.relations.push({ + from: item.from, + to: item.to, + relationType: item.relationType + }); + } return graph; }, { entities: [], relations: [] }); } catch (error) { @@ -60,10 +100,20 @@ class KnowledgeGraphManager { private async saveGraph(graph: KnowledgeGraph): Promise { const lines = [ - ...graph.entities.map(e => JSON.stringify({ type: "entity", ...e })), - ...graph.relations.map(r => JSON.stringify({ type: "relation", ...r })), + ...graph.entities.map(e => JSON.stringify({ + type: "entity", + name: e.name, + entityType: e.entityType, + observations: e.observations + })), + ...graph.relations.map(r => JSON.stringify({ + type: "relation", + from: r.from, + to: r.to, + relationType: r.relationType + })), ]; - await fs.writeFile(MEMORY_FILE_PATH, lines.join("\n")); + await fs.writeFile(this.memoryFilePath, lines.join("\n")); } async createEntities(entities: Entity[]): Promise { @@ -183,233 +233,245 @@ class KnowledgeGraphManager { } } -const knowledgeGraphManager = new KnowledgeGraphManager(); +let knowledgeGraphManager: KnowledgeGraphManager; +// Zod schemas for entities and relations +const EntitySchema = z.object({ + name: z.string().describe("The name of the entity"), + entityType: z.string().describe("The type of the entity"), + observations: z.array(z.string()).describe("An array of observation contents associated with the entity") +}); + +const RelationSchema = z.object({ + from: z.string().describe("The name of the entity where the relation starts"), + to: z.string().describe("The name of the entity where the relation ends"), + relationType: z.string().describe("The type of the relation") +}); // The server instance and tools exposed to Claude -const server = new Server({ +const server = new McpServer({ name: "memory-server", version: "0.6.3", -}, { - capabilities: { - tools: {}, +}); + +// Register create_entities tool +server.registerTool( + "create_entities", + { + title: "Create Entities", + description: "Create multiple new entities in the knowledge graph", + inputSchema: { + entities: z.array(EntitySchema) }, - },); - -server.setRequestHandler(ListToolsRequestSchema, async () => { - return { - tools: [ - { - name: "create_entities", - description: "Create multiple new entities in the knowledge graph", - inputSchema: { - type: "object", - properties: { - entities: { - type: "array", - items: { - type: "object", - properties: { - name: { type: "string", description: "The name of the entity" }, - entityType: { type: "string", description: "The type of the entity" }, - observations: { - type: "array", - items: { type: "string" }, - description: "An array of observation contents associated with the entity" - }, - }, - required: ["name", "entityType", "observations"], - }, - }, - }, - required: ["entities"], - }, - }, - { - name: "create_relations", - description: "Create multiple new relations between entities in the knowledge graph. Relations should be in active voice", - inputSchema: { - type: "object", - properties: { - relations: { - type: "array", - items: { - type: "object", - properties: { - from: { type: "string", description: "The name of the entity where the relation starts" }, - to: { type: "string", description: "The name of the entity where the relation ends" }, - relationType: { type: "string", description: "The type of the relation" }, - }, - required: ["from", "to", "relationType"], - }, - }, - }, - required: ["relations"], - }, - }, - { - name: "add_observations", - description: "Add new observations to existing entities in the knowledge graph", - inputSchema: { - type: "object", - properties: { - observations: { - type: "array", - items: { - type: "object", - properties: { - entityName: { type: "string", description: "The name of the entity to add the observations to" }, - contents: { - type: "array", - items: { type: "string" }, - description: "An array of observation contents to add" - }, - }, - required: ["entityName", "contents"], - }, - }, - }, - required: ["observations"], - }, - }, - { - name: "delete_entities", - description: "Delete multiple entities and their associated relations from the knowledge graph", - inputSchema: { - type: "object", - properties: { - entityNames: { - type: "array", - items: { type: "string" }, - description: "An array of entity names to delete" - }, - }, - required: ["entityNames"], - }, - }, - { - name: "delete_observations", - description: "Delete specific observations from entities in the knowledge graph", - inputSchema: { - type: "object", - properties: { - deletions: { - type: "array", - items: { - type: "object", - properties: { - entityName: { type: "string", description: "The name of the entity containing the observations" }, - observations: { - type: "array", - items: { type: "string" }, - description: "An array of observations to delete" - }, - }, - required: ["entityName", "observations"], - }, - }, - }, - required: ["deletions"], - }, - }, - { - name: "delete_relations", - description: "Delete multiple relations from the knowledge graph", - inputSchema: { - type: "object", - properties: { - relations: { - type: "array", - items: { - type: "object", - properties: { - from: { type: "string", description: "The name of the entity where the relation starts" }, - to: { type: "string", description: "The name of the entity where the relation ends" }, - relationType: { type: "string", description: "The type of the relation" }, - }, - required: ["from", "to", "relationType"], - }, - description: "An array of relations to delete" - }, - }, - required: ["relations"], - }, - }, - { - name: "read_graph", - description: "Read the entire knowledge graph", - inputSchema: { - type: "object", - properties: {}, - }, - }, - { - name: "search_nodes", - description: "Search for nodes in the knowledge graph based on a query", - inputSchema: { - type: "object", - properties: { - query: { type: "string", description: "The search query to match against entity names, types, and observation content" }, - }, - required: ["query"], - }, - }, - { - name: "open_nodes", - description: "Open specific nodes in the knowledge graph by their names", - inputSchema: { - type: "object", - properties: { - names: { - type: "array", - items: { type: "string" }, - description: "An array of entity names to retrieve", - }, - }, - required: ["names"], - }, - }, - ], - }; -}); - -server.setRequestHandler(CallToolRequestSchema, async (request) => { - const { name, arguments: args } = request.params; - - if (name === "read_graph") { - return { content: [{ type: "text", text: JSON.stringify(await knowledgeGraphManager.readGraph(), null, 2) }] }; + outputSchema: { + entities: z.array(EntitySchema) + } + }, + async ({ entities }) => { + const result = await knowledgeGraphManager.createEntities(entities); + return { + content: [{ type: "text" as const, text: JSON.stringify(result, null, 2) }], + structuredContent: { entities: result } + }; } +); - if (!args) { - throw new Error(`No arguments provided for tool: ${name}`); +// Register create_relations tool +server.registerTool( + "create_relations", + { + title: "Create Relations", + description: "Create multiple new relations between entities in the knowledge graph. Relations should be in active voice", + inputSchema: { + relations: z.array(RelationSchema) + }, + outputSchema: { + relations: z.array(RelationSchema) + } + }, + async ({ relations }) => { + const result = await knowledgeGraphManager.createRelations(relations); + return { + content: [{ type: "text" as const, text: JSON.stringify(result, null, 2) }], + structuredContent: { relations: result } + }; } +); - switch (name) { - case "create_entities": - return { content: [{ type: "text", text: JSON.stringify(await knowledgeGraphManager.createEntities(args.entities as Entity[]), null, 2) }] }; - case "create_relations": - return { content: [{ type: "text", text: JSON.stringify(await knowledgeGraphManager.createRelations(args.relations as Relation[]), null, 2) }] }; - case "add_observations": - return { content: [{ type: "text", text: JSON.stringify(await knowledgeGraphManager.addObservations(args.observations as { entityName: string; contents: string[] }[]), null, 2) }] }; - case "delete_entities": - await knowledgeGraphManager.deleteEntities(args.entityNames as string[]); - return { content: [{ type: "text", text: "Entities deleted successfully" }] }; - case "delete_observations": - await knowledgeGraphManager.deleteObservations(args.deletions as { entityName: string; observations: string[] }[]); - return { content: [{ type: "text", text: "Observations deleted successfully" }] }; - case "delete_relations": - await knowledgeGraphManager.deleteRelations(args.relations as Relation[]); - return { content: [{ type: "text", text: "Relations deleted successfully" }] }; - case "search_nodes": - return { content: [{ type: "text", text: JSON.stringify(await knowledgeGraphManager.searchNodes(args.query as string), null, 2) }] }; - case "open_nodes": - return { content: [{ type: "text", text: JSON.stringify(await knowledgeGraphManager.openNodes(args.names as string[]), null, 2) }] }; - default: - throw new Error(`Unknown tool: ${name}`); +// Register add_observations tool +server.registerTool( + "add_observations", + { + title: "Add Observations", + description: "Add new observations to existing entities in the knowledge graph", + inputSchema: { + observations: z.array(z.object({ + entityName: z.string().describe("The name of the entity to add the observations to"), + contents: z.array(z.string()).describe("An array of observation contents to add") + })) + }, + outputSchema: { + results: z.array(z.object({ + entityName: z.string(), + addedObservations: z.array(z.string()) + })) + } + }, + async ({ observations }) => { + const result = await knowledgeGraphManager.addObservations(observations); + return { + content: [{ type: "text" as const, text: JSON.stringify(result, null, 2) }], + structuredContent: { results: result } + }; } -}); +); + +// Register delete_entities tool +server.registerTool( + "delete_entities", + { + title: "Delete Entities", + description: "Delete multiple entities and their associated relations from the knowledge graph", + inputSchema: { + entityNames: z.array(z.string()).describe("An array of entity names to delete") + }, + outputSchema: { + success: z.boolean(), + message: z.string() + } + }, + async ({ entityNames }) => { + await knowledgeGraphManager.deleteEntities(entityNames); + return { + content: [{ type: "text" as const, text: "Entities deleted successfully" }], + structuredContent: { success: true, message: "Entities deleted successfully" } + }; + } +); + +// Register delete_observations tool +server.registerTool( + "delete_observations", + { + title: "Delete Observations", + description: "Delete specific observations from entities in the knowledge graph", + inputSchema: { + deletions: z.array(z.object({ + entityName: z.string().describe("The name of the entity containing the observations"), + observations: z.array(z.string()).describe("An array of observations to delete") + })) + }, + outputSchema: { + success: z.boolean(), + message: z.string() + } + }, + async ({ deletions }) => { + await knowledgeGraphManager.deleteObservations(deletions); + return { + content: [{ type: "text" as const, text: "Observations deleted successfully" }], + structuredContent: { success: true, message: "Observations deleted successfully" } + }; + } +); + +// Register delete_relations tool +server.registerTool( + "delete_relations", + { + title: "Delete Relations", + description: "Delete multiple relations from the knowledge graph", + inputSchema: { + relations: z.array(RelationSchema).describe("An array of relations to delete") + }, + outputSchema: { + success: z.boolean(), + message: z.string() + } + }, + async ({ relations }) => { + await knowledgeGraphManager.deleteRelations(relations); + return { + content: [{ type: "text" as const, text: "Relations deleted successfully" }], + structuredContent: { success: true, message: "Relations deleted successfully" } + }; + } +); + +// Register read_graph tool +server.registerTool( + "read_graph", + { + title: "Read Graph", + description: "Read the entire knowledge graph", + inputSchema: {}, + outputSchema: { + entities: z.array(EntitySchema), + relations: z.array(RelationSchema) + } + }, + async () => { + const graph = await knowledgeGraphManager.readGraph(); + return { + content: [{ type: "text" as const, text: JSON.stringify(graph, null, 2) }], + structuredContent: { ...graph } + }; + } +); + +// Register search_nodes tool +server.registerTool( + "search_nodes", + { + title: "Search Nodes", + description: "Search for nodes in the knowledge graph based on a query", + inputSchema: { + query: z.string().describe("The search query to match against entity names, types, and observation content") + }, + outputSchema: { + entities: z.array(EntitySchema), + relations: z.array(RelationSchema) + } + }, + async ({ query }) => { + const graph = await knowledgeGraphManager.searchNodes(query); + return { + content: [{ type: "text" as const, text: JSON.stringify(graph, null, 2) }], + structuredContent: { ...graph } + }; + } +); + +// Register open_nodes tool +server.registerTool( + "open_nodes", + { + title: "Open Nodes", + description: "Open specific nodes in the knowledge graph by their names", + inputSchema: { + names: z.array(z.string()).describe("An array of entity names to retrieve") + }, + outputSchema: { + entities: z.array(EntitySchema), + relations: z.array(RelationSchema) + } + }, + async ({ names }) => { + const graph = await knowledgeGraphManager.openNodes(names); + return { + content: [{ type: "text" as const, text: JSON.stringify(graph, null, 2) }], + structuredContent: { ...graph } + }; + } +); async function main() { + // Initialize memory file path with backward compatibility + MEMORY_FILE_PATH = await ensureMemoryFilePath(); + + // Initialize knowledge graph manager with the memory file path + knowledgeGraphManager = new KnowledgeGraphManager(MEMORY_FILE_PATH); + const transport = new StdioServerTransport(); await server.connect(transport); console.error("Knowledge Graph MCP Server running on stdio"); diff --git a/src/memory/package.json b/src/memory/package.json index b64cf3b6..5d1bc1dd 100644 --- a/src/memory/package.json +++ b/src/memory/package.json @@ -3,9 +3,14 @@ "version": "0.6.3", "description": "MCP server for enabling memory for Claude through a knowledge graph", "license": "MIT", + "mcpName": "io.github.modelcontextprotocol/server-memory", "author": "Anthropic, PBC (https://anthropic.com)", "homepage": "https://modelcontextprotocol.io", "bugs": "https://github.com/modelcontextprotocol/servers/issues", + "repository": { + "type": "git", + "url": "https://github.com/modelcontextprotocol/servers.git" + }, "type": "module", "bin": { "mcp-server-memory": "dist/index.js" @@ -16,14 +21,17 @@ "scripts": { "build": "tsc && shx chmod +x dist/*.js", "prepare": "npm run build", - "watch": "tsc --watch" + "watch": "tsc --watch", + "test": "vitest run --coverage" }, "dependencies": { - "@modelcontextprotocol/sdk": "1.0.1" + "@modelcontextprotocol/sdk": "^1.25.2" }, "devDependencies": { "@types/node": "^22", + "@vitest/coverage-v8": "^2.1.8", "shx": "^0.3.4", - "typescript": "^5.6.2" + "typescript": "^5.6.2", + "vitest": "^2.1.8" } } \ No newline at end of file diff --git a/src/memory/tsconfig.json b/src/memory/tsconfig.json index 4d33cae1..d2d86555 100644 --- a/src/memory/tsconfig.json +++ b/src/memory/tsconfig.json @@ -1,11 +1,14 @@ { - "extends": "../../tsconfig.json", - "compilerOptions": { - "outDir": "./dist", - "rootDir": "." - }, - "include": [ - "./**/*.ts" - ] - } - \ No newline at end of file + "extends": "../../tsconfig.json", + "compilerOptions": { + "outDir": "./dist", + "rootDir": "." + }, + "include": [ + "./**/*.ts" + ], + "exclude": [ + "**/*.test.ts", + "vitest.config.ts" + ] +} diff --git a/src/memory/vitest.config.ts b/src/memory/vitest.config.ts new file mode 100644 index 00000000..d414ec8f --- /dev/null +++ b/src/memory/vitest.config.ts @@ -0,0 +1,14 @@ +import { defineConfig } from 'vitest/config'; + +export default defineConfig({ + test: { + globals: true, + environment: 'node', + include: ['**/__tests__/**/*.test.ts'], + coverage: { + provider: 'v8', + include: ['**/*.ts'], + exclude: ['**/__tests__/**', '**/dist/**'], + }, + }, +}); diff --git a/src/sequentialthinking/README.md b/src/sequentialthinking/README.md index c3886a9b..322ded27 100644 --- a/src/sequentialthinking/README.md +++ b/src/sequentialthinking/README.md @@ -96,7 +96,7 @@ Add the configuration to your user-level MCP configuration file. Open the Comman **Method 2: Workspace Configuration** Alternatively, you can add the configuration to a file called `.vscode/mcp.json` in your workspace. This will allow you to share the configuration with others. -> For more details about MCP configuration in VS Code, see the [official VS Code MCP documentation](https://code.visualstudio.com/docs/copilot/mcp). +> For more details about MCP configuration in VS Code, see the [official VS Code MCP documentation](https://code.visualstudio.com/docs/copilot/customization/mcp-servers). For NPX installation: @@ -132,6 +132,16 @@ For Docker installation: } ``` +### Usage with Codex CLI + +Run the following: + +#### npx + +```bash +codex mcp add sequential-thinking npx -y @modelcontextprotocol/server-sequential-thinking +``` + ## Building Docker: diff --git a/src/sequentialthinking/__tests__/lib.test.ts b/src/sequentialthinking/__tests__/lib.test.ts new file mode 100644 index 00000000..2114c5ec --- /dev/null +++ b/src/sequentialthinking/__tests__/lib.test.ts @@ -0,0 +1,308 @@ +import { describe, it, expect, beforeEach, afterEach, vi } from 'vitest'; +import { SequentialThinkingServer, ThoughtData } from '../lib.js'; + +// Mock chalk to avoid ESM issues +vi.mock('chalk', () => { + const chalkMock = { + yellow: (str: string) => str, + green: (str: string) => str, + blue: (str: string) => str, + }; + return { + default: chalkMock, + }; +}); + +describe('SequentialThinkingServer', () => { + let server: SequentialThinkingServer; + + beforeEach(() => { + // Disable thought logging for tests + process.env.DISABLE_THOUGHT_LOGGING = 'true'; + server = new SequentialThinkingServer(); + }); + + // Note: Input validation tests removed - validation now happens at the tool + // registration layer via Zod schemas before processThought is called + + describe('processThought - valid inputs', () => { + it('should accept valid basic thought', () => { + const input = { + thought: 'This is my first thought', + thoughtNumber: 1, + totalThoughts: 3, + nextThoughtNeeded: true + }; + + const result = server.processThought(input); + expect(result.isError).toBeUndefined(); + + const data = JSON.parse(result.content[0].text); + expect(data.thoughtNumber).toBe(1); + expect(data.totalThoughts).toBe(3); + expect(data.nextThoughtNeeded).toBe(true); + expect(data.thoughtHistoryLength).toBe(1); + }); + + it('should accept thought with optional fields', () => { + const input = { + thought: 'Revising my earlier idea', + thoughtNumber: 2, + totalThoughts: 3, + nextThoughtNeeded: true, + isRevision: true, + revisesThought: 1, + needsMoreThoughts: false + }; + + const result = server.processThought(input); + expect(result.isError).toBeUndefined(); + + const data = JSON.parse(result.content[0].text); + expect(data.thoughtNumber).toBe(2); + expect(data.thoughtHistoryLength).toBe(1); + }); + + it('should track multiple thoughts in history', () => { + const input1 = { + thought: 'First thought', + thoughtNumber: 1, + totalThoughts: 3, + nextThoughtNeeded: true + }; + + const input2 = { + thought: 'Second thought', + thoughtNumber: 2, + totalThoughts: 3, + nextThoughtNeeded: true + }; + + const input3 = { + thought: 'Final thought', + thoughtNumber: 3, + totalThoughts: 3, + nextThoughtNeeded: false + }; + + server.processThought(input1); + server.processThought(input2); + const result = server.processThought(input3); + + const data = JSON.parse(result.content[0].text); + expect(data.thoughtHistoryLength).toBe(3); + expect(data.nextThoughtNeeded).toBe(false); + }); + + it('should auto-adjust totalThoughts if thoughtNumber exceeds it', () => { + const input = { + thought: 'Thought 5', + thoughtNumber: 5, + totalThoughts: 3, + nextThoughtNeeded: true + }; + + const result = server.processThought(input); + const data = JSON.parse(result.content[0].text); + + expect(data.totalThoughts).toBe(5); + }); + }); + + describe('processThought - branching', () => { + it('should track branches correctly', () => { + const input1 = { + thought: 'Main thought', + thoughtNumber: 1, + totalThoughts: 3, + nextThoughtNeeded: true + }; + + const input2 = { + thought: 'Branch A thought', + thoughtNumber: 2, + totalThoughts: 3, + nextThoughtNeeded: true, + branchFromThought: 1, + branchId: 'branch-a' + }; + + const input3 = { + thought: 'Branch B thought', + thoughtNumber: 2, + totalThoughts: 3, + nextThoughtNeeded: false, + branchFromThought: 1, + branchId: 'branch-b' + }; + + server.processThought(input1); + server.processThought(input2); + const result = server.processThought(input3); + + const data = JSON.parse(result.content[0].text); + expect(data.branches).toContain('branch-a'); + expect(data.branches).toContain('branch-b'); + expect(data.branches.length).toBe(2); + expect(data.thoughtHistoryLength).toBe(3); + }); + + it('should allow multiple thoughts in same branch', () => { + const input1 = { + thought: 'Branch thought 1', + thoughtNumber: 1, + totalThoughts: 2, + nextThoughtNeeded: true, + branchFromThought: 1, + branchId: 'branch-a' + }; + + const input2 = { + thought: 'Branch thought 2', + thoughtNumber: 2, + totalThoughts: 2, + nextThoughtNeeded: false, + branchFromThought: 1, + branchId: 'branch-a' + }; + + server.processThought(input1); + const result = server.processThought(input2); + + const data = JSON.parse(result.content[0].text); + expect(data.branches).toContain('branch-a'); + expect(data.branches.length).toBe(1); + }); + }); + + describe('processThought - edge cases', () => { + it('should handle very long thought strings', () => { + const input = { + thought: 'a'.repeat(10000), + thoughtNumber: 1, + totalThoughts: 1, + nextThoughtNeeded: false + }; + + const result = server.processThought(input); + expect(result.isError).toBeUndefined(); + }); + + it('should handle thoughtNumber = 1, totalThoughts = 1', () => { + const input = { + thought: 'Only thought', + thoughtNumber: 1, + totalThoughts: 1, + nextThoughtNeeded: false + }; + + const result = server.processThought(input); + expect(result.isError).toBeUndefined(); + + const data = JSON.parse(result.content[0].text); + expect(data.thoughtNumber).toBe(1); + expect(data.totalThoughts).toBe(1); + }); + + it('should handle nextThoughtNeeded = false', () => { + const input = { + thought: 'Final thought', + thoughtNumber: 3, + totalThoughts: 3, + nextThoughtNeeded: false + }; + + const result = server.processThought(input); + const data = JSON.parse(result.content[0].text); + + expect(data.nextThoughtNeeded).toBe(false); + }); + }); + + describe('processThought - response format', () => { + it('should return correct response structure on success', () => { + const input = { + thought: 'Test thought', + thoughtNumber: 1, + totalThoughts: 1, + nextThoughtNeeded: false + }; + + const result = server.processThought(input); + + expect(result).toHaveProperty('content'); + expect(Array.isArray(result.content)).toBe(true); + expect(result.content.length).toBe(1); + expect(result.content[0]).toHaveProperty('type', 'text'); + expect(result.content[0]).toHaveProperty('text'); + }); + + it('should return valid JSON in response', () => { + const input = { + thought: 'Test thought', + thoughtNumber: 1, + totalThoughts: 1, + nextThoughtNeeded: false + }; + + const result = server.processThought(input); + + expect(() => JSON.parse(result.content[0].text)).not.toThrow(); + }); + }); + + describe('processThought - with logging enabled', () => { + let serverWithLogging: SequentialThinkingServer; + + beforeEach(() => { + // Enable thought logging for these tests + delete process.env.DISABLE_THOUGHT_LOGGING; + serverWithLogging = new SequentialThinkingServer(); + }); + + afterEach(() => { + // Reset to disabled for other tests + process.env.DISABLE_THOUGHT_LOGGING = 'true'; + }); + + it('should format and log regular thoughts', () => { + const input = { + thought: 'Test thought with logging', + thoughtNumber: 1, + totalThoughts: 3, + nextThoughtNeeded: true + }; + + const result = serverWithLogging.processThought(input); + expect(result.isError).toBeUndefined(); + }); + + it('should format and log revision thoughts', () => { + const input = { + thought: 'Revised thought', + thoughtNumber: 2, + totalThoughts: 3, + nextThoughtNeeded: true, + isRevision: true, + revisesThought: 1 + }; + + const result = serverWithLogging.processThought(input); + expect(result.isError).toBeUndefined(); + }); + + it('should format and log branch thoughts', () => { + const input = { + thought: 'Branch thought', + thoughtNumber: 2, + totalThoughts: 3, + nextThoughtNeeded: false, + branchFromThought: 1, + branchId: 'branch-a' + }; + + const result = serverWithLogging.processThought(input); + expect(result.isError).toBeUndefined(); + }); + }); +}); diff --git a/src/sequentialthinking/index.ts b/src/sequentialthinking/index.ts index bd486fdb..809086a9 100644 --- a/src/sequentialthinking/index.ts +++ b/src/sequentialthinking/index.ts @@ -1,145 +1,22 @@ #!/usr/bin/env node -import { Server } from "@modelcontextprotocol/sdk/server/index.js"; +import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js"; import { StdioServerTransport } from "@modelcontextprotocol/sdk/server/stdio.js"; -import { - CallToolRequestSchema, - ListToolsRequestSchema, - Tool, -} from "@modelcontextprotocol/sdk/types.js"; -// Fixed chalk import for ESM -import chalk from 'chalk'; +import { z } from "zod"; +import { SequentialThinkingServer } from './lib.js'; -interface ThoughtData { - thought: string; - thoughtNumber: number; - totalThoughts: number; - isRevision?: boolean; - revisesThought?: number; - branchFromThought?: number; - branchId?: string; - needsMoreThoughts?: boolean; - nextThoughtNeeded: boolean; -} +const server = new McpServer({ + name: "sequential-thinking-server", + version: "0.2.0", +}); -class SequentialThinkingServer { - private thoughtHistory: ThoughtData[] = []; - private branches: Record = {}; - private disableThoughtLogging: boolean; +const thinkingServer = new SequentialThinkingServer(); - constructor() { - this.disableThoughtLogging = (process.env.DISABLE_THOUGHT_LOGGING || "").toLowerCase() === "true"; - } - - private validateThoughtData(input: unknown): ThoughtData { - const data = input as Record; - - if (!data.thought || typeof data.thought !== 'string') { - throw new Error('Invalid thought: must be a string'); - } - if (!data.thoughtNumber || typeof data.thoughtNumber !== 'number') { - throw new Error('Invalid thoughtNumber: must be a number'); - } - if (!data.totalThoughts || typeof data.totalThoughts !== 'number') { - throw new Error('Invalid totalThoughts: must be a number'); - } - if (typeof data.nextThoughtNeeded !== 'boolean') { - throw new Error('Invalid nextThoughtNeeded: must be a boolean'); - } - - return { - thought: data.thought, - thoughtNumber: data.thoughtNumber, - totalThoughts: data.totalThoughts, - nextThoughtNeeded: data.nextThoughtNeeded, - isRevision: data.isRevision as boolean | undefined, - revisesThought: data.revisesThought as number | undefined, - branchFromThought: data.branchFromThought as number | undefined, - branchId: data.branchId as string | undefined, - needsMoreThoughts: data.needsMoreThoughts as boolean | undefined, - }; - } - - private formatThought(thoughtData: ThoughtData): string { - const { thoughtNumber, totalThoughts, thought, isRevision, revisesThought, branchFromThought, branchId } = thoughtData; - - let prefix = ''; - let context = ''; - - if (isRevision) { - prefix = chalk.yellow('🔄 Revision'); - context = ` (revising thought ${revisesThought})`; - } else if (branchFromThought) { - prefix = chalk.green('🌿 Branch'); - context = ` (from thought ${branchFromThought}, ID: ${branchId})`; - } else { - prefix = chalk.blue('💭 Thought'); - context = ''; - } - - const header = `${prefix} ${thoughtNumber}/${totalThoughts}${context}`; - const border = '─'.repeat(Math.max(header.length, thought.length) + 4); - - return ` -┌${border}┐ -│ ${header} │ -├${border}┤ -│ ${thought.padEnd(border.length - 2)} │ -└${border}┘`; - } - - public processThought(input: unknown): { content: Array<{ type: string; text: string }>; isError?: boolean } { - try { - const validatedInput = this.validateThoughtData(input); - - if (validatedInput.thoughtNumber > validatedInput.totalThoughts) { - validatedInput.totalThoughts = validatedInput.thoughtNumber; - } - - this.thoughtHistory.push(validatedInput); - - if (validatedInput.branchFromThought && validatedInput.branchId) { - if (!this.branches[validatedInput.branchId]) { - this.branches[validatedInput.branchId] = []; - } - this.branches[validatedInput.branchId].push(validatedInput); - } - - if (!this.disableThoughtLogging) { - const formattedThought = this.formatThought(validatedInput); - console.error(formattedThought); - } - - return { - content: [{ - type: "text", - text: JSON.stringify({ - thoughtNumber: validatedInput.thoughtNumber, - totalThoughts: validatedInput.totalThoughts, - nextThoughtNeeded: validatedInput.nextThoughtNeeded, - branches: Object.keys(this.branches), - thoughtHistoryLength: this.thoughtHistory.length - }, null, 2) - }] - }; - } catch (error) { - return { - content: [{ - type: "text", - text: JSON.stringify({ - error: error instanceof Error ? error.message : String(error), - status: 'failed' - }, null, 2) - }], - isError: true - }; - } - } -} - -const SEQUENTIAL_THINKING_TOOL: Tool = { - name: "sequentialthinking", - description: `A detailed tool for dynamic and reflective problem-solving through thoughts. +server.registerTool( + "sequentialthinking", + { + title: "Sequential Thinking", + description: `A detailed tool for dynamic and reflective problem-solving through thoughts. This tool helps analyze problems through a flexible thinking process that can adapt and evolve. Each thought can build on, question, or revise previous insights as understanding deepens. @@ -165,21 +42,21 @@ Key features: Parameters explained: - thought: Your current thinking step, which can include: -* Regular analytical steps -* Revisions of previous thoughts -* Questions about previous decisions -* Realizations about needing more analysis -* Changes in approach -* Hypothesis generation -* Hypothesis verification -- next_thought_needed: True if you need more thinking, even if at what seemed like the end -- thought_number: Current number in sequence (can go beyond initial total if needed) -- total_thoughts: Current estimate of thoughts needed (can be adjusted up/down) -- is_revision: A boolean indicating if this thought revises previous thinking -- revises_thought: If is_revision is true, which thought number is being reconsidered -- branch_from_thought: If branching, which thought number is the branching point -- branch_id: Identifier for the current branch (if any) -- needs_more_thoughts: If reaching end but realizing more thoughts needed + * Regular analytical steps + * Revisions of previous thoughts + * Questions about previous decisions + * Realizations about needing more analysis + * Changes in approach + * Hypothesis generation + * Hypothesis verification +- nextThoughtNeeded: True if you need more thinking, even if at what seemed like the end +- thoughtNumber: Current number in sequence (can go beyond initial total if needed) +- totalThoughts: Current estimate of thoughts needed (can be adjusted up/down) +- isRevision: A boolean indicating if this thought revises previous thinking +- revisesThought: If is_revision is true, which thought number is being reconsidered +- branchFromThought: If branching, which thought number is the branching point +- branchId: Identifier for the current branch (if any) +- needsMoreThoughts: If reaching end but realizing more thoughts needed You should: 1. Start with an initial estimate of needed thoughts, but be ready to adjust @@ -192,87 +69,43 @@ You should: 8. Verify the hypothesis based on the Chain of Thought steps 9. Repeat the process until satisfied with the solution 10. Provide a single, ideally correct answer as the final output -11. Only set next_thought_needed to false when truly done and a satisfactory answer is reached`, - inputSchema: { - type: "object", - properties: { - thought: { - type: "string", - description: "Your current thinking step" - }, - nextThoughtNeeded: { - type: "boolean", - description: "Whether another thought step is needed" - }, - thoughtNumber: { - type: "integer", - description: "Current thought number", - minimum: 1 - }, - totalThoughts: { - type: "integer", - description: "Estimated total thoughts needed", - minimum: 1 - }, - isRevision: { - type: "boolean", - description: "Whether this revises previous thinking" - }, - revisesThought: { - type: "integer", - description: "Which thought is being reconsidered", - minimum: 1 - }, - branchFromThought: { - type: "integer", - description: "Branching point thought number", - minimum: 1 - }, - branchId: { - type: "string", - description: "Branch identifier" - }, - needsMoreThoughts: { - type: "boolean", - description: "If more thoughts are needed" - } +11. Only set nextThoughtNeeded to false when truly done and a satisfactory answer is reached`, + inputSchema: { + thought: z.string().describe("Your current thinking step"), + nextThoughtNeeded: z.boolean().describe("Whether another thought step is needed"), + thoughtNumber: z.number().int().min(1).describe("Current thought number (numeric value, e.g., 1, 2, 3)"), + totalThoughts: z.number().int().min(1).describe("Estimated total thoughts needed (numeric value, e.g., 5, 10)"), + isRevision: z.boolean().optional().describe("Whether this revises previous thinking"), + revisesThought: z.number().int().min(1).optional().describe("Which thought is being reconsidered"), + branchFromThought: z.number().int().min(1).optional().describe("Branching point thought number"), + branchId: z.string().optional().describe("Branch identifier"), + needsMoreThoughts: z.boolean().optional().describe("If more thoughts are needed") + }, + outputSchema: { + thoughtNumber: z.number(), + totalThoughts: z.number(), + nextThoughtNeeded: z.boolean(), + branches: z.array(z.string()), + thoughtHistoryLength: z.number() }, - required: ["thought", "nextThoughtNeeded", "thoughtNumber", "totalThoughts"] - } -}; - -const server = new Server( - { - name: "sequential-thinking-server", - version: "0.2.0", }, - { - capabilities: { - tools: {}, - }, + async (args) => { + const result = thinkingServer.processThought(args); + + if (result.isError) { + return result; + } + + // Parse the JSON response to get structured content + const parsedContent = JSON.parse(result.content[0].text); + + return { + content: result.content, + structuredContent: parsedContent + }; } ); -const thinkingServer = new SequentialThinkingServer(); - -server.setRequestHandler(ListToolsRequestSchema, async () => ({ - tools: [SEQUENTIAL_THINKING_TOOL], -})); - -server.setRequestHandler(CallToolRequestSchema, async (request) => { - if (request.params.name === "sequentialthinking") { - return thinkingServer.processThought(request.params.arguments); - } - - return { - content: [{ - type: "text", - text: `Unknown tool: ${request.params.name}` - }], - isError: true - }; -}); - async function runServer() { const transport = new StdioServerTransport(); await server.connect(transport); diff --git a/src/sequentialthinking/lib.ts b/src/sequentialthinking/lib.ts new file mode 100644 index 00000000..31a10986 --- /dev/null +++ b/src/sequentialthinking/lib.ts @@ -0,0 +1,99 @@ +import chalk from 'chalk'; + +export interface ThoughtData { + thought: string; + thoughtNumber: number; + totalThoughts: number; + isRevision?: boolean; + revisesThought?: number; + branchFromThought?: number; + branchId?: string; + needsMoreThoughts?: boolean; + nextThoughtNeeded: boolean; +} + +export class SequentialThinkingServer { + private thoughtHistory: ThoughtData[] = []; + private branches: Record = {}; + private disableThoughtLogging: boolean; + + constructor() { + this.disableThoughtLogging = (process.env.DISABLE_THOUGHT_LOGGING || "").toLowerCase() === "true"; + } + + private formatThought(thoughtData: ThoughtData): string { + const { thoughtNumber, totalThoughts, thought, isRevision, revisesThought, branchFromThought, branchId } = thoughtData; + + let prefix = ''; + let context = ''; + + if (isRevision) { + prefix = chalk.yellow('🔄 Revision'); + context = ` (revising thought ${revisesThought})`; + } else if (branchFromThought) { + prefix = chalk.green('🌿 Branch'); + context = ` (from thought ${branchFromThought}, ID: ${branchId})`; + } else { + prefix = chalk.blue('💭 Thought'); + context = ''; + } + + const header = `${prefix} ${thoughtNumber}/${totalThoughts}${context}`; + const border = '─'.repeat(Math.max(header.length, thought.length) + 4); + + return ` +┌${border}┐ +│ ${header} │ +├${border}┤ +│ ${thought.padEnd(border.length - 2)} │ +└${border}┘`; + } + + public processThought(input: ThoughtData): { content: Array<{ type: "text"; text: string }>; isError?: boolean } { + try { + // Validation happens at the tool registration layer via Zod + // Adjust totalThoughts if thoughtNumber exceeds it + if (input.thoughtNumber > input.totalThoughts) { + input.totalThoughts = input.thoughtNumber; + } + + this.thoughtHistory.push(input); + + if (input.branchFromThought && input.branchId) { + if (!this.branches[input.branchId]) { + this.branches[input.branchId] = []; + } + this.branches[input.branchId].push(input); + } + + if (!this.disableThoughtLogging) { + const formattedThought = this.formatThought(input); + console.error(formattedThought); + } + + return { + content: [{ + type: "text" as const, + text: JSON.stringify({ + thoughtNumber: input.thoughtNumber, + totalThoughts: input.totalThoughts, + nextThoughtNeeded: input.nextThoughtNeeded, + branches: Object.keys(this.branches), + thoughtHistoryLength: this.thoughtHistory.length + }, null, 2) + }] + }; + } catch (error) { + return { + content: [{ + type: "text" as const, + text: JSON.stringify({ + error: error instanceof Error ? error.message : String(error), + status: 'failed' + }, null, 2) + }], + isError: true + }; + } + } +} diff --git a/src/sequentialthinking/package.json b/src/sequentialthinking/package.json index 89205d30..b21cfb01 100644 --- a/src/sequentialthinking/package.json +++ b/src/sequentialthinking/package.json @@ -3,9 +3,14 @@ "version": "0.6.2", "description": "MCP server for sequential thinking and problem solving", "license": "MIT", + "mcpName": "io.github.modelcontextprotocol/server-sequential-thinking", "author": "Anthropic, PBC (https://anthropic.com)", "homepage": "https://modelcontextprotocol.io", "bugs": "https://github.com/modelcontextprotocol/servers/issues", + "repository": { + "type": "git", + "url": "https://github.com/modelcontextprotocol/servers.git" + }, "type": "module", "bin": { "mcp-server-sequential-thinking": "dist/index.js" @@ -16,17 +21,20 @@ "scripts": { "build": "tsc && shx chmod +x dist/*.js", "prepare": "npm run build", - "watch": "tsc --watch" + "watch": "tsc --watch", + "test": "vitest run --coverage" }, "dependencies": { - "@modelcontextprotocol/sdk": "0.5.0", + "@modelcontextprotocol/sdk": "^1.25.2", "chalk": "^5.3.0", "yargs": "^17.7.2" }, "devDependencies": { "@types/node": "^22", "@types/yargs": "^17.0.32", + "@vitest/coverage-v8": "^2.1.8", "shx": "^0.3.4", - "typescript": "^5.3.3" + "typescript": "^5.3.3", + "vitest": "^2.1.8" } } \ No newline at end of file diff --git a/src/sequentialthinking/tsconfig.json b/src/sequentialthinking/tsconfig.json index 2ce5843e..d2d86555 100644 --- a/src/sequentialthinking/tsconfig.json +++ b/src/sequentialthinking/tsconfig.json @@ -2,9 +2,13 @@ "extends": "../../tsconfig.json", "compilerOptions": { "outDir": "./dist", - "rootDir": ".", - "moduleResolution": "NodeNext", - "module": "NodeNext" + "rootDir": "." }, - "include": ["./**/*.ts"] + "include": [ + "./**/*.ts" + ], + "exclude": [ + "**/*.test.ts", + "vitest.config.ts" + ] } diff --git a/src/sequentialthinking/vitest.config.ts b/src/sequentialthinking/vitest.config.ts new file mode 100644 index 00000000..d414ec8f --- /dev/null +++ b/src/sequentialthinking/vitest.config.ts @@ -0,0 +1,14 @@ +import { defineConfig } from 'vitest/config'; + +export default defineConfig({ + test: { + globals: true, + environment: 'node', + include: ['**/__tests__/**/*.test.ts'], + coverage: { + provider: 'v8', + include: ['**/*.ts'], + exclude: ['**/__tests__/**', '**/dist/**'], + }, + }, +}); diff --git a/src/time/Dockerfile b/src/time/Dockerfile index 9a1ed2af..ac5f752e 100644 --- a/src/time/Dockerfile +++ b/src/time/Dockerfile @@ -14,13 +14,13 @@ ENV UV_LINK_MODE=copy RUN --mount=type=cache,target=/root/.cache/uv \ --mount=type=bind,source=uv.lock,target=uv.lock \ --mount=type=bind,source=pyproject.toml,target=pyproject.toml \ - uv sync --frozen --no-install-project --no-dev --no-editable + uv sync --locked --no-install-project --no-dev --no-editable # Then, add the rest of the project source code and install it # Installing separately from its dependencies allows optimal layer caching ADD . /app RUN --mount=type=cache,target=/root/.cache/uv \ - uv sync --frozen --no-dev --no-editable + uv sync --locked --no-dev --no-editable FROM python:3.12-slim-bookworm diff --git a/src/time/README.md b/src/time/README.md index 8843df25..93d6fcab 100644 --- a/src/time/README.md +++ b/src/time/README.md @@ -1,5 +1,7 @@ # Time MCP Server + + A Model Context Protocol server that provides time and timezone conversion capabilities. This server enables LLMs to get current time information and perform timezone conversions using IANA timezone names, with automatic system timezone detection. ### Available Tools diff --git a/src/time/pyproject.toml b/src/time/pyproject.toml index 2b8c6ed2..b498a07b 100644 --- a/src/time/pyproject.toml +++ b/src/time/pyproject.toml @@ -17,10 +17,10 @@ classifiers = [ "Programming Language :: Python :: 3.10", ] dependencies = [ - "mcp>=1.0.0", + "mcp>=1.23.0", "pydantic>=2.0.0", "tzdata>=2024.2", - "tzlocal>=5.3.1" + "tzlocal>=5.3.1", ] [project.scripts] diff --git a/src/time/src/mcp_server_time/server.py b/src/time/src/mcp_server_time/server.py index b8ca4e2f..e10d6b4e 100644 --- a/src/time/src/mcp_server_time/server.py +++ b/src/time/src/mcp_server_time/server.py @@ -8,7 +8,7 @@ from tzlocal import get_localzone_name # ← returns "Europe/Paris", etc. from mcp.server import Server from mcp.server.stdio import stdio_server -from mcp.types import Tool, TextContent, ImageContent, EmbeddedResource +from mcp.types import Tool, TextContent, ImageContent, EmbeddedResource, ErrorData, INVALID_PARAMS from mcp.shared.exceptions import McpError from pydantic import BaseModel @@ -46,14 +46,15 @@ def get_local_tz(local_tz_override: str | None = None) -> ZoneInfo: local_tzname = get_localzone_name() if local_tzname is not None: return ZoneInfo(local_tzname) - raise McpError("Could not determine local timezone - tzinfo is None") + # Default to UTC if local timezone cannot be determined + return ZoneInfo("UTC") def get_zoneinfo(timezone_name: str) -> ZoneInfo: try: return ZoneInfo(timezone_name) except Exception as e: - raise McpError(f"Invalid timezone: {str(e)}") + raise McpError(ErrorData(code=INVALID_PARAMS, message=f"Invalid timezone: {str(e)}")) class TimeServer: diff --git a/src/time/test/time_server_test.py b/src/time/test/time_server_test.py index 97a6ea1f..8d963508 100644 --- a/src/time/test/time_server_test.py +++ b/src/time/test/time_server_test.py @@ -486,10 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