From 41640b04b86db8989482706ba507ecd93769db82 Mon Sep 17 00:00:00 2001 From: Pierluigi Viti Date: Tue, 15 Jul 2025 12:37:23 +0200 Subject: [PATCH 001/138] feat: add commerce layer server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index d3619ef0..e6aa934a 100644 --- a/README.md +++ b/README.md @@ -119,6 +119,7 @@ Official integrations are maintained by companies building production ready MCP - 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. - 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. - 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. +- Commerce Layer Logo **[Commerce Layer](https://github.com/commercelayer/mcp-server)** - Interact with Commerce Layer APIs. - OSS Conductor Logo Orkes Conductor Logo**[Conductor](https://github.com/conductor-oss/conductor-mcp)** - Interact with Conductor (OSS and Orkes) REST APIs. - Confluent Logo **[Confluent](https://github.com/confluentinc/mcp-confluent)** - Interact with Confluent Kafka and Confluent Cloud REST APIs. - 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. From d86d9c3ac907cf76f4ef41cce670159ffa333bd9 Mon Sep 17 00:00:00 2001 From: hongtao_huang Date: Fri, 29 Aug 2025 13:15:44 +0800 Subject: [PATCH 002/138] Add PDFActionInspector to third-party servers Add Foxit's PDFActionInspector MCP server to the official integrations list. PDFActionInspector provides JavaScript Actions extraction and security analysis for PDF files, enabling AI-assisted detection of malicious PDF behaviors and potential security threats. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index d3594fe2..f18fe647 100644 --- a/README.md +++ b/README.md @@ -331,6 +331,7 @@ Official integrations are maintained by companies building production ready MCP - PayPal Logo **[PayPal](https://mcp.paypal.com)** - PayPal's official MCP server. - 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. +- 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. - 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. - **[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. From 7ec182b89b362e6320a4bf99ac0b68ceec2a8776 Mon Sep 17 00:00:00 2001 From: Stefano Amorelli Date: Fri, 29 Aug 2025 10:53:06 +0300 Subject: [PATCH 003/138] feat: add Qonto MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index ae90632c..3ab393bc 100644 --- a/README.md +++ b/README.md @@ -358,6 +358,7 @@ Official integrations are maintained by companies building production ready MCP - 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 - 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 +- Qonto **[Qonto](https://github.com/qonto/qonto-mcp-server)** - Access and interact your Qonto account through LLMs using MCP. - 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. From 3534b2acc9dea9d8a379dd1b8987d227dd5df07d Mon Sep 17 00:00:00 2001 From: Bhanuj Kashyap Date: Sat, 30 Aug 2025 12:36:28 +1000 Subject: [PATCH 004/138] Added Snowflake Cortex Agent 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. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index ae90632c..7b76e3ea 100644 --- a/README.md +++ b/README.md @@ -1099,6 +1099,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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/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. From 095bec75be3a9ad4c67fd26763b329e72bbc1d01 Mon Sep 17 00:00:00 2001 From: Stephen Mwangi Date: Sat, 30 Aug 2025 14:04:31 +0300 Subject: [PATCH 005/138] Add Sourcerer MCP --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index ae90632c..46997bba 100644 --- a/README.md +++ b/README.md @@ -1104,6 +1104,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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 . - **[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. +- **[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. From cc11ce918258750f03d3708f166ed74d9612a6cd Mon Sep 17 00:00:00 2001 From: Cesar Garcia Date: Sat, 30 Aug 2025 12:11:37 -0300 Subject: [PATCH 006/138] docs(Reamde): deprecated entry that 301-redirects to the official server --- README.md | 1 - 1 file changed, 1 deletion(-) diff --git a/README.md b/README.md index ae90632c..83fabcdc 100644 --- a/README.md +++ b/README.md @@ -695,7 +695,6 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. - **[FlightRadar24](https://github.com/sunsetcoder/flightradar24-mcp-server)** - A Claude Desktop MCP server that helps you track flights in real-time using Flightradar24 data. From 4418225d274e7cc1fdb4ea3ef79ffe38d8a6ac41 Mon Sep 17 00:00:00 2001 From: Cesar Garcia Date: Sat, 30 Aug 2025 12:58:47 -0300 Subject: [PATCH 007/138] docs: update official Firecrawl MCP server URL --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 83fabcdc..fa283cd1 100644 --- a/README.md +++ b/README.md @@ -188,7 +188,7 @@ Official integrations are maintained by companies building production ready MCP - 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 From 467492054d4fdcee62e14b6078e55e15fcc7444a Mon Sep 17 00:00:00 2001 From: Gary Meng <3072379+garylab@users.noreply.github.com> Date: Sat, 30 Aug 2025 20:56:29 +0400 Subject: [PATCH 008/138] Correct the serper mcp server --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index ae90632c..0563a2ab 100644 --- a/README.md +++ b/README.md @@ -1083,7 +1083,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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 - **[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) From b8623132587a02b6976074c37e8680204991232b Mon Sep 17 00:00:00 2001 From: Gary Meng <3072379+garylab@users.noreply.github.com> Date: Sat, 30 Aug 2025 21:00:04 +0400 Subject: [PATCH 009/138] Add Pexels Royalty-free Images Search --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 0563a2ab..b1b634d7 100644 --- a/README.md +++ b/README.md @@ -1014,6 +1014,7 @@ 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. - **[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. From 7212b20823954bb516a3eab3ce637b38bc4406be Mon Sep 17 00:00:00 2001 From: Heyder Andrade Date: Sun, 31 Aug 2025 23:21:01 +0200 Subject: [PATCH 010/138] Add TheHive MCP server to MCP servers list --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index ae90632c..cc7b37c0 100644 --- a/README.md +++ b/README.md @@ -1147,6 +1147,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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) From 5eb2c4b7d018d79a4a11accba51f9d59874a11f0 Mon Sep 17 00:00:00 2001 From: Laszlo Janosi Date: Mon, 1 Sep 2025 07:48:53 +0000 Subject: [PATCH 011/138] Add the Redfish MCP Server to the list of MCP Servers --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index ae90632c..dd5d33a1 100644 --- a/README.md +++ b/README.md @@ -1055,6 +1055,7 @@ 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 From c337da8cf7d5a0107b4c18fbd825ebbf0de20524 Mon Sep 17 00:00:00 2001 From: Deepak Tiwari <152267501+deepak-scan@users.noreply.github.com> Date: Mon, 1 Sep 2025 14:48:08 +0530 Subject: [PATCH 012/138] Update README.md Adding Scanova MCP --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index ae90632c..be40693a 100644 --- a/README.md +++ b/README.md @@ -1072,6 +1072,7 @@ 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/qcg-mcp)** - MCP server for creating and managing QR codes using the Scanova 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. From bad016799541c8f08a16ceac438cddbd6048d59f Mon Sep 17 00:00:00 2001 From: Deepak Tiwari <152267501+deepak-scan@users.noreply.github.com> Date: Mon, 1 Sep 2025 15:21:10 +0530 Subject: [PATCH 013/138] Updated Scanova mcp URL --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index be40693a..b497f7b2 100644 --- a/README.md +++ b/README.md @@ -1072,7 +1072,7 @@ 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/qcg-mcp)** - MCP server for creating and managing QR codes using the Scanova API. Provides tools for generating, managing, and downloading QR codes. +- **[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. From 0f4a1c20d9c620a62d5851d70aefacf84e8bb700 Mon Sep 17 00:00:00 2001 From: Jiri Spilka Date: Tue, 2 Sep 2025 09:46:26 +0200 Subject: [PATCH 014/138] fix: Update Apify MCP server link and description --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index ae90632c..d3ff9a9a 100644 --- a/README.md +++ b/README.md @@ -80,7 +80,7 @@ Official integrations are maintained by companies building production ready MCP - 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 - 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. From f974d62755bff75367a9614abe6d5ba5c70e8725 Mon Sep 17 00:00:00 2001 From: Parastoo Gol Mohammadi <69428139+ParastooGM@users.noreply.github.com> Date: Tue, 2 Sep 2025 12:18:18 +0200 Subject: [PATCH 015/138] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index ae90632c..6e4f74c4 100644 --- a/README.md +++ b/README.md @@ -177,6 +177,7 @@ 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) +- Ember AI Logo **[Ember AI](https://www.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. From edf89cb3d396145a3d241548bf88e8209a8aeb5c Mon Sep 17 00:00:00 2001 From: Kendall Miller Date: Tue, 2 Sep 2025 09:22:20 -0600 Subject: [PATCH 016/138] Add the Maybe Don't AI Policy Engine to the list of MCP Servers --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index ae90632c..3e43f65d 100644 --- a/README.md +++ b/README.md @@ -862,6 +862,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. - **[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. +- **[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-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 Compass](https://github.com/liuyoshio/mcp-compass)** - Suggest the right MCP server for your needs - **[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. From 97c6408f04cc084b5c88315e6d9ea031e60617e2 Mon Sep 17 00:00:00 2001 From: cliffhall Date: Tue, 2 Sep 2025 17:18:11 -0400 Subject: [PATCH 017/138] * in .gitignore - add .idea/ for Jetbrains IDEs * in everything.ts - remove import of SetLevelRequestSchema - remove logLevel var - add sessionId var - in startNotificationIntervals function - add optional sid argument - set sessionId to sid - define messages to be sent, adding sessionId if present - remove setRequestHandler call for SetLevelRequestSchema - replace server.notification calls that sent "notifications/message" objects with calls to server.sendLoggingMessage, passing just the parameters and sessionId. * In package.json & package-lock.json - bump TS SDK version to 1.17.5 * In sse.ts, pass transport.sessionId to startNotificationIntervals call * In stdio.ts - destructure startNotificationIntervals from createServer call - implement custom logging request handler and server.sendLoggingMessage implementation, as a workaround for the fact that the SDK's automatic log level handling currently only tracks requested log level by session id. This will be fixed in a followup PR for the SDK - call the startNotificationIntervals function after connecting the transport to the server * In streamableHttp.ts - destructure startNotificationIntervals from createServer call - call startNotificationIntervals passing the transport.sessionId after connecting the transport to the server --- .gitignore | 3 + package-lock.json | 8 +- src/everything/everything.ts | 132 +++++++++++-------------------- src/everything/package.json | 2 +- src/everything/sse.ts | 2 +- src/everything/stdio.ts | 55 ++++++++++--- src/everything/streamableHttp.ts | 8 +- 7 files changed, 105 insertions(+), 105 deletions(-) diff --git a/.gitignore b/.gitignore index 7ecb7109..a6beb0bc 100644 --- a/.gitignore +++ b/.gitignore @@ -122,6 +122,9 @@ dist # Stores VSCode versions used for testing VSCode extensions .vscode-test +# Jetbrains IDEs +.idea/ + # yarn v2 .yarn/cache .yarn/unplugged diff --git a/package-lock.json b/package-lock.json index 56ba065c..fe72fc43 100644 --- a/package-lock.json +++ b/package-lock.json @@ -5818,7 +5818,7 @@ "version": "0.6.2", "license": "MIT", "dependencies": { - "@modelcontextprotocol/sdk": "^1.17.4", + "@modelcontextprotocol/sdk": "^1.17.5", "express": "^4.21.1", "zod": "^3.23.8", "zod-to-json-schema": "^3.23.5" @@ -5833,9 +5833,9 @@ } }, "src/everything/node_modules/@modelcontextprotocol/sdk": { - "version": "1.17.4", - "resolved": "https://registry.npmjs.org/@modelcontextprotocol/sdk/-/sdk-1.17.4.tgz", - "integrity": "sha512-zq24hfuAmmlNZvik0FLI58uE5sriN0WWsQzIlYnzSuKDAHFqJtBFrl/LfB1NLgJT5Y7dEBzaX4yAKqOPrcetaw==", + "version": "1.17.5", + "resolved": "https://registry.npmjs.org/@modelcontextprotocol/sdk/-/sdk-1.17.5.tgz", + "integrity": "sha512-QakrKIGniGuRVfWBdMsDea/dx1PNE739QJ7gCM41s9q+qaCYTHCdsIBXQVVXry3mfWAiaM9kT22Hyz53Uw8mfg==", "license": "MIT", "dependencies": { "ajv": "^6.12.6", diff --git a/src/everything/everything.ts b/src/everything/everything.ts index c313b6ea..c1a99172 100644 --- a/src/everything/everything.ts +++ b/src/everything/everything.ts @@ -14,12 +14,11 @@ import { ReadResourceRequestSchema, Resource, RootsListChangedNotificationSchema, - SetLevelRequestSchema, SubscribeRequestSchema, Tool, ToolSchema, UnsubscribeRequestSchema, - type Root, + type Root } from "@modelcontextprotocol/sdk/types.js"; import { z } from "zod"; import { zodToJsonSchema } from "zod-to-json-schema"; @@ -174,7 +173,6 @@ export const createServer = () => { let subsUpdateInterval: NodeJS.Timeout | undefined; let stdErrUpdateInterval: NodeJS.Timeout | undefined; - let logLevel: LoggingLevel = "debug"; let logsUpdateInterval: NodeJS.Timeout | undefined; // Store client capabilities let clientCapabilities: ClientCapabilities | undefined; @@ -182,50 +180,43 @@ export const createServer = () => { // Roots state management let currentRoots: Root[] = []; let clientSupportsRoots = false; - 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" }, - ]; + let sessionId: string | undefined; - 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 = (sid?: string|undefined) => { + sessionId = sid; + if (!subsUpdateInterval) { + subsUpdateInterval = setInterval(() => { + for (const uri of subscriptions) { + server.notification({ + method: "notifications/resources/updated", + params: { uri }, + }); + } + }, 10000); + } - // 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); - } + console.log(sessionId) + 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}` }, + ]; - 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); + if (!logsUpdateInterval) { + console.error("Starting logs update interval"); + logsUpdateInterval = setInterval(async () => { + await server.sendLoggingMessage( messages[Math.floor(Math.random() * messages.length)], sessionId); + }, 15000); } }; - - // Helper method to request sampling from client const requestSampling = async ( context: string, @@ -918,23 +909,6 @@ export const createServer = () => { 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 {}; - }); - // Roots protocol handlers server.setNotificationHandler(RootsListChangedNotificationSchema, async () => { try { @@ -944,24 +918,18 @@ export const createServer = () => { currentRoots = response.roots; // Log the roots update for demonstration - await server.notification({ - method: "notifications/message", - params: { + await server.sendLoggingMessage({ level: "info", logger: "everything-server", data: `Roots updated: ${currentRoots.length} root(s) received from client`, - }, - }); + }, sessionId); } } catch (error) { - await server.notification({ - method: "notifications/message", - params: { + await server.sendLoggingMessage({ level: "error", logger: "everything-server", data: `Failed to request roots from client: ${error instanceof Error ? error.message : String(error)}`, - }, - }); + }, sessionId); } }); @@ -976,43 +944,31 @@ export const createServer = () => { if (response && 'roots' in response) { currentRoots = response.roots; - await server.notification({ - method: "notifications/message", - params: { + await server.sendLoggingMessage({ level: "info", logger: "everything-server", data: `Initial roots received: ${currentRoots.length} root(s) from client`, - }, - }); + }, sessionId); } else { - await server.notification({ - method: "notifications/message", - params: { + await server.sendLoggingMessage({ level: "warning", logger: "everything-server", data: "Client returned no roots set", - }, - }); + }, sessionId); } } catch (error) { - await server.notification({ - method: "notifications/message", - params: { + await server.sendLoggingMessage({ level: "error", logger: "everything-server", data: `Failed to request initial roots from client: ${error instanceof Error ? error.message : String(error)}`, - }, - }); + }, sessionId); } } else { - await server.notification({ - method: "notifications/message", - params: { + await server.sendLoggingMessage({ level: "info", logger: "everything-server", data: "Client does not support MCP roots protocol", - }, - }); + }, sessionId); } }; diff --git a/src/everything/package.json b/src/everything/package.json index 0cff945c..8e417a28 100644 --- a/src/everything/package.json +++ b/src/everything/package.json @@ -22,7 +22,7 @@ "start:streamableHttp": "node dist/streamableHttp.js" }, "dependencies": { - "@modelcontextprotocol/sdk": "^1.17.4", + "@modelcontextprotocol/sdk": "^1.17.5", "express": "^4.21.1", "zod": "^3.23.8", "zod-to-json-schema": "^3.23.5" diff --git a/src/everything/sse.ts b/src/everything/sse.ts index f414e02f..f2013419 100644 --- a/src/everything/sse.ts +++ b/src/everything/sse.ts @@ -26,7 +26,7 @@ app.get("/sse", async (req, res) => { console.error("Client Connected: ", transport.sessionId); // Start notification intervals after client connects - startNotificationIntervals(); + startNotificationIntervals(transport.sessionId); // Handle close of connection server.onclose = async () => { diff --git a/src/everything/stdio.ts b/src/everything/stdio.ts index a98fbc53..5e01fd7f 100644 --- a/src/everything/stdio.ts +++ b/src/everything/stdio.ts @@ -2,21 +2,58 @@ import { StdioServerTransport } from "@modelcontextprotocol/sdk/server/stdio.js"; import { createServer } from "./everything.js"; +import { + LoggingLevel, + LoggingLevelSchema, + LoggingMessageNotification, + SetLevelRequestSchema +} from "@modelcontextprotocol/sdk/types.js"; console.error('Starting default (STDIO) server...'); async function main() { - const transport = new StdioServerTransport(); - const {server, cleanup} = createServer(); + const transport = new StdioServerTransport(); + const {server, cleanup, startNotificationIntervals } = createServer(); - await server.connect(transport); + // Currently, for STDIO servers, automatic log-level support is not available, as levels are tracked by sessionId. + // The listener will be set, so if the STDIO server advertises support for logging, and the client sends a setLevel + // request, it will be handled and thus not throw a "Method not found" error. However, the STDIO server will need to + // implement its own listener and level handling for now. This will be remediated in a future SDK version. - // Cleanup on exit - process.on("SIGINT", async () => { - await cleanup(); - await server.close(); - process.exit(0); - }); + let logLevel: LoggingLevel = "debug"; + server.setRequestHandler(SetLevelRequestSchema, async (request) => { + const { level } = request.params; + logLevel = level; + return {}; + }); + + server.sendLoggingMessage = async (params: LoggingMessageNotification["params"], _: string|undefined): Promise => { + const LOG_LEVEL_SEVERITY = new Map( + LoggingLevelSchema.options.map((level, index) => [level, index]) + ); + + const isMessageIgnored = (level: LoggingLevel): boolean => { + const currentLevel = logLevel; + return (currentLevel) + ? LOG_LEVEL_SEVERITY.get(level)! < LOG_LEVEL_SEVERITY.get(currentLevel)! + : false; + }; + + if (!isMessageIgnored(params.level)) { + return server.notification({method: "notifications/message", params}) + } + + } + + await server.connect(transport); + startNotificationIntervals(); + + // Cleanup on exit + process.on("SIGINT", async () => { + await cleanup(); + await server.close(); + process.exit(0); + }); } main().catch((error) => { diff --git a/src/everything/streamableHttp.ts b/src/everything/streamableHttp.ts index f748fd2a..c4fed738 100644 --- a/src/everything/streamableHttp.ts +++ b/src/everything/streamableHttp.ts @@ -22,7 +22,7 @@ app.post('/mcp', async (req: Request, res: Response) => { transport = transports.get(sessionId)!; } else if (!sessionId) { - const { server, cleanup } = createServer(); + const { server, cleanup, startNotificationIntervals } = createServer(); // New initialization request const eventStore = new InMemoryEventStore(); @@ -53,7 +53,11 @@ app.post('/mcp', async (req: Request, res: Response) => { await server.connect(transport); await transport.handleRequest(req, res); - return; // Already handled + + // Wait until initialize is complete and transport will have a sessionId + startNotificationIntervals(transport.sessionId); + + return; // Already handled } else { // Invalid request - no session ID or not initialization request res.status(400).json({ From fe9aedae98e67409bd863f07599c0613cd0818c1 Mon Sep 17 00:00:00 2001 From: Mrbaeksang Date: Wed, 3 Sep 2025 10:03:54 +0900 Subject: [PATCH 018/138] Add Korea Stock Analyzer MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index ae90632c..d0c74839 100644 --- a/README.md +++ b/README.md @@ -812,6 +812,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[kintone](https://github.com/macrat/mcp-server-kintone)** - Manage records and apps in [kintone](https://kintone.com) through LLM tools. - **[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. - **[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. From 4c91d59d16d87051a54a28cdbe8c7587f20a72aa Mon Sep 17 00:00:00 2001 From: evalstate <1936278+evalstate@users.noreply.github.com> Date: Wed, 3 Sep 2025 11:03:06 +0200 Subject: [PATCH 019/138] direct long running tool progress notifications to correct stream --- src/everything/everything.ts | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/everything/everything.ts b/src/everything/everything.ts index c1a99172..3635174f 100644 --- a/src/everything/everything.ts +++ b/src/everything/everything.ts @@ -542,7 +542,7 @@ export const createServer = () => { return { tools }; }); - server.setRequestHandler(CallToolRequestSchema, async (request) => { + server.setRequestHandler(CallToolRequestSchema, async (request,extra) => { const { name, arguments: args } = request.params; if (name === ToolName.ECHO) { @@ -584,7 +584,7 @@ export const createServer = () => { total: steps, progressToken, }, - }); + },{relatedRequestId: extra.requestId}); } } From 893248c61cda8f7ccfa2dfcec950e0c5332d1acc Mon Sep 17 00:00:00 2001 From: Kirk Marple Date: Wed, 3 Sep 2025 22:48:47 -0700 Subject: [PATCH 020/138] Add Zine MCP server to the list of official integrations in README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index eb7aedf4..4ddc0df1 100644 --- a/README.md +++ b/README.md @@ -459,6 +459,7 @@ Official integrations are maintained by companies building production ready MCP - 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. - **[ZenML](https://github.com/zenml-io/mcp-zenml)** - Interact with your MLOps and LLMOps pipelines through your [ZenML](https://www.zenml.io) MCP server +- 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 From 15a11a2810474bb8851cdcc35764d8b8b164dd44 Mon Sep 17 00:00:00 2001 From: Parastoo Gol Mohammadi <69428139+ParastooGM@users.noreply.github.com> Date: Thu, 4 Sep 2025 08:21:34 -0400 Subject: [PATCH 021/138] Update README.md update ember link --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index b4470e43..d24f4643 100644 --- a/README.md +++ b/README.md @@ -177,7 +177,7 @@ 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) -- Ember AI Logo **[Ember AI](https://www.emberai.xyz/)** - A unified MCP server that enables AI agents to execute cross-chain DeFi strategies. +- 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. From 7537f529d7bcdde137a7b0f40e5d59646002a5c8 Mon Sep 17 00:00:00 2001 From: Leslie Gutschow Date: Thu, 4 Sep 2025 22:31:32 -0400 Subject: [PATCH 022/138] Add FPE Demo MCP to community servers - Adds FF3 Format Preserving Encryption MCP server - Demonstrates authentication patterns for secure data protection - Positioned alphabetically in community servers section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index eb7aedf4..6aec9336 100644 --- a/README.md +++ b/README.md @@ -685,6 +685,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. 😎📊 +- **[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. - **[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. From e433fe5ac077f0a8f4907be5ab8ad28046d58e7b Mon Sep 17 00:00:00 2001 From: sn1p4am Date: Fri, 5 Sep 2025 11:49:45 +0800 Subject: [PATCH 023/138] Add Modao Proto MCP server to README - Add Modao Proto MCP to the third-party servers list - AI-powered HTML prototype generation server - Converts natural language descriptions into complete HTML code - Maintains alphabetical order in the list --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index eb7aedf4..c3511e51 100644 --- a/README.md +++ b/README.md @@ -921,6 +921,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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 +- **[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. - **[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. - **[MongoDB](https://github.com/kiliczsh/mcp-mongo-server)** - A Model Context Protocol Server for MongoDB. From af4b9371bbdff4d7ca48f04cbe31a000adb91e4e Mon Sep 17 00:00:00 2001 From: Shuo Wang Date: Fri, 5 Sep 2025 15:36:43 +0800 Subject: [PATCH 024/138] Add KnowAir Weather MCP to README Added KnowAir Weather MCP project to the list of MCP servers. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index eb7aedf4..9c054fd9 100644 --- a/README.md +++ b/README.md @@ -895,6 +895,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Mcp-Swagger-Server](https://github.com/zaizaizhao/mcp-swagger-server)** (by zaizaizhao) - This MCP server transforms OpenAPI specifications into MCP tools, enabling AI assistants to interact with REST APIs through standardized protocol - **[mcp-vision](https://github.com/groundlight/mcp-vision)** - An MCP server exposing HuggingFace computer vision models such as zero-shot object detection as tools, enhancing the vision capabilities of large language or vision-language models. - **[mcp-weather](https://github.com/TimLukaHorstmann/mcp-weather)** - Accurate weather forecasts via the AccuWeather API (free tier available). +- **[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. - **[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. - **[MCPfinder](https://github.com/mcpfinder/server)** - The AI Agent's "App Store": Discover, install, and monetize AI capabilities — all within the MCP ecosystem. From 85943514007a9ed92b9f5786ef9a318f45a31473 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Krzysztof=20Ku=C4=87mierz?= Date: Fri, 5 Sep 2025 10:03:34 +0200 Subject: [PATCH 025/138] Added Search MCP Server to README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index eb7aedf4..30dce892 100644 --- a/README.md +++ b/README.md @@ -1328,6 +1328,7 @@ 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)** From 18577e7022fff14f914040d109cd5960e87194b8 Mon Sep 17 00:00:00 2001 From: tanveer-farooq <113421276+tanveer-farooq@users.noreply.github.com> Date: Fri, 5 Sep 2025 17:55:52 +0530 Subject: [PATCH 026/138] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index eb7aedf4..6e6f2ddb 100644 --- a/README.md +++ b/README.md @@ -227,6 +227,7 @@ Official integrations are maintained by companies building production ready MCP - 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. +- hyperexecute **[HyperExecute](https://www.lambdatest.com/mcp)** - [HyperExecute](https://www.lambdatest.com/hyperexecute) MCP Server is an AI-native test orchestration platform that dramatically simplifies and accelerates your automated testing workflow. - **[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 - 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) From 9052052904ee66f1db4b59eb5e32c767b7c41127 Mon Sep 17 00:00:00 2001 From: JonZeolla Date: Sat, 6 Sep 2025 08:25:20 -0400 Subject: [PATCH 027/138] Add the Zenable MCP server --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index eb7aedf4..34a0ed45 100644 --- a/README.md +++ b/README.md @@ -458,8 +458,10 @@ 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 - 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. From 74540ea67dae297c6a4d356930857d48bf1ba6eb Mon Sep 17 00:00:00 2001 From: Greg Michnikov Date: Sun, 7 Sep 2025 02:07:30 -0400 Subject: [PATCH 028/138] Add Looker to MCP Toolbox for Databases supported list --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index eb7aedf4..3533e914 100644 --- a/README.md +++ b/README.md @@ -275,7 +275,7 @@ 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. +- 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) - 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. From a076078bb90dc0d594d2f3c6af33bcf7244fcfe0 Mon Sep 17 00:00:00 2001 From: Joshua Grippo Date: Mon, 8 Sep 2025 12:38:25 -0500 Subject: [PATCH 029/138] Add Backdocket MCP server information to README --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index eb7aedf4..c3aacad9 100644 --- a/README.md +++ b/README.md @@ -100,6 +100,7 @@ Official integrations are maintained by companies building production ready MCP - 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 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/mcp)** - Search, Retrieve, and Update your backdocket data. This currently includes Claims, Matters, Contacts, Tasks and Advanced Searches. - 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. From 7f45f7779e39ece2b0507259a667a9f11eb2b7f0 Mon Sep 17 00:00:00 2001 From: tanveer-farooq <113421276+tanveer-farooq@users.noreply.github.com> Date: Tue, 9 Sep 2025 14:51:31 +0530 Subject: [PATCH 030/138] Update README.md MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - Updated name from "HyperExecute MCP Server" to "LambdaTest MCP Server" as part of unification. - Adjusted row order in README to follow the repo’s name sequence convention. - No functional/code changes, only documentation alignment --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 6e6f2ddb..c6b65f3a 100644 --- a/README.md +++ b/README.md @@ -227,7 +227,6 @@ Official integrations are maintained by companies building production ready MCP - 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. -- hyperexecute **[HyperExecute](https://www.lambdatest.com/mcp)** - [HyperExecute](https://www.lambdatest.com/hyperexecute) MCP Server is an AI-native test orchestration platform that dramatically simplifies and accelerates your automated testing workflow. - **[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 - 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) @@ -255,6 +254,7 @@ Official integrations are maintained by companies building production ready MCP - 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. - 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 MCP server](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. From c2538841f1a6e1a8f08616685425b1a3e020ea9d Mon Sep 17 00:00:00 2001 From: Algis Dumbris Date: Tue, 9 Sep 2025 16:01:56 +0300 Subject: [PATCH 031/138] Add Gcore MCP server to catalog - Added Gcore MCP server entry in alphabetical order - Provides unified configuration for Gcore Cloud API interactions - Supports cloud resource management including instances, networks, and GPU clusters --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index eb7aedf4..c8666a98 100644 --- a/README.md +++ b/README.md @@ -195,6 +195,7 @@ Official integrations are maintained by companies building production ready MCP - 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. - ForeverVM Logo **[ForeverVM](https://github.com/jamsocket/forevervm/tree/main/javascript/mcp-server)** - Run Python in a code sandbox. - GibsonAI Logo **[GibsonAI](https://github.com/GibsonAI/mcp)** - AI-Powered Cloud databases: Build, migrate, and deploy database instances with AI +- Gcore Logo **[Gcore](https://github.com/G-Core/gcore-mcp-server)** - Interact with Gcore Cloud API via LLM assistants, providing unified configuration for cloud resource management including instances, networks, and GPU clusters. - 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. From a54e97b37fe3c20f1ea7cb2d8bd4ba3266c35c45 Mon Sep 17 00:00:00 2001 From: Algis Dumbris Date: Tue, 9 Sep 2025 16:13:07 +0300 Subject: [PATCH 032/138] Update Gcore MCP server description - Expand description to include full range of Gcore platform services - Add CDN, GPU Cloud & AI Inference, Video Streaming, WAAP services - Change from "Cloud API" to "platform services" for accuracy - Maintain unified access approach and cloud resources mention --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index c8666a98..690e0537 100644 --- a/README.md +++ b/README.md @@ -195,7 +195,7 @@ Official integrations are maintained by companies building production ready MCP - 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. - ForeverVM Logo **[ForeverVM](https://github.com/jamsocket/forevervm/tree/main/javascript/mcp-server)** - Run Python in a code sandbox. - GibsonAI Logo **[GibsonAI](https://github.com/GibsonAI/mcp)** - AI-Powered Cloud databases: Build, migrate, and deploy database instances with AI -- Gcore Logo **[Gcore](https://github.com/G-Core/gcore-mcp-server)** - Interact with Gcore Cloud API via LLM assistants, providing unified configuration for cloud resource management including instances, networks, and GPU clusters. +- 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. - 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. From 521d4454728f55d9a4d5658f472d60bd91015637 Mon Sep 17 00:00:00 2001 From: Algis Dumbris Date: Tue, 9 Sep 2025 16:47:02 +0300 Subject: [PATCH 033/138] Add MCPProxy server to catalog - Added MCPProxy entry in correct alphabetical position (between Multiplayer and NanoVMs) - Open-source local app enabling access to multiple MCP servers and thousands of tools - Features intelligent discovery via MCP protocol and quarantine protection - Runs servers in isolated environments for enhanced security --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index eb7aedf4..88cf3004 100644 --- a/README.md +++ b/README.md @@ -293,6 +293,7 @@ Official integrations are maintained by companies building production ready MCP - 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 +- 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. - 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 From c3093739ca27de5dda95ed8d4b30cfe5fa91e460 Mon Sep 17 00:00:00 2001 From: Cliff Hall Date: Thu, 11 Sep 2025 20:31:49 -0400 Subject: [PATCH 034/138] Let Everything's STDIO server use SDK's automatic log level handling (#2706) - bump TS SDK to 1.18.0 * In src/everything/stdio.ts - remove logging related imports - remove custom log-level handling, now handled automatically by the SDK * In src/everything/everything.ts - remove console.log of sessionId --- package-lock.json | 8 ++++---- src/everything/everything.ts | 1 - src/everything/package.json | 2 +- src/everything/stdio.ts | 38 +----------------------------------- 4 files changed, 6 insertions(+), 43 deletions(-) diff --git a/package-lock.json b/package-lock.json index fe72fc43..34ecd5d4 100644 --- a/package-lock.json +++ b/package-lock.json @@ -5818,7 +5818,7 @@ "version": "0.6.2", "license": "MIT", "dependencies": { - "@modelcontextprotocol/sdk": "^1.17.5", + "@modelcontextprotocol/sdk": "^1.18.0", "express": "^4.21.1", "zod": "^3.23.8", "zod-to-json-schema": "^3.23.5" @@ -5833,9 +5833,9 @@ } }, "src/everything/node_modules/@modelcontextprotocol/sdk": { - "version": "1.17.5", - "resolved": "https://registry.npmjs.org/@modelcontextprotocol/sdk/-/sdk-1.17.5.tgz", - "integrity": "sha512-QakrKIGniGuRVfWBdMsDea/dx1PNE739QJ7gCM41s9q+qaCYTHCdsIBXQVVXry3mfWAiaM9kT22Hyz53Uw8mfg==", + "version": "1.18.0", + "resolved": "https://registry.npmjs.org/@modelcontextprotocol/sdk/-/sdk-1.18.0.tgz", + "integrity": "sha512-JvKyB6YwS3quM+88JPR0axeRgvdDu3Pv6mdZUy+w4qVkCzGgumb9bXG/TmtDRQv+671yaofVfXSQmFLlWU5qPQ==", "license": "MIT", "dependencies": { "ajv": "^6.12.6", diff --git a/src/everything/everything.ts b/src/everything/everything.ts index 3635174f..e8b2f672 100644 --- a/src/everything/everything.ts +++ b/src/everything/everything.ts @@ -196,7 +196,6 @@ export const createServer = () => { }, 10000); } - console.log(sessionId) const maybeAppendSessionId = sessionId ? ` - SessionId ${sessionId}`: ""; const messages: { level: LoggingLevel; data: string }[] = [ { level: "debug", data: `Debug-level message${maybeAppendSessionId}` }, diff --git a/src/everything/package.json b/src/everything/package.json index 8e417a28..c0a240de 100644 --- a/src/everything/package.json +++ b/src/everything/package.json @@ -22,7 +22,7 @@ "start:streamableHttp": "node dist/streamableHttp.js" }, "dependencies": { - "@modelcontextprotocol/sdk": "^1.17.5", + "@modelcontextprotocol/sdk": "^1.18.0", "express": "^4.21.1", "zod": "^3.23.8", "zod-to-json-schema": "^3.23.5" diff --git a/src/everything/stdio.ts b/src/everything/stdio.ts index 5e01fd7f..e443a983 100644 --- a/src/everything/stdio.ts +++ b/src/everything/stdio.ts @@ -2,48 +2,12 @@ import { StdioServerTransport } from "@modelcontextprotocol/sdk/server/stdio.js"; import { createServer } from "./everything.js"; -import { - LoggingLevel, - LoggingLevelSchema, - LoggingMessageNotification, - SetLevelRequestSchema -} from "@modelcontextprotocol/sdk/types.js"; console.error('Starting default (STDIO) server...'); async function main() { const transport = new StdioServerTransport(); - const {server, cleanup, startNotificationIntervals } = createServer(); - - // Currently, for STDIO servers, automatic log-level support is not available, as levels are tracked by sessionId. - // The listener will be set, so if the STDIO server advertises support for logging, and the client sends a setLevel - // request, it will be handled and thus not throw a "Method not found" error. However, the STDIO server will need to - // implement its own listener and level handling for now. This will be remediated in a future SDK version. - - let logLevel: LoggingLevel = "debug"; - server.setRequestHandler(SetLevelRequestSchema, async (request) => { - const { level } = request.params; - logLevel = level; - return {}; - }); - - server.sendLoggingMessage = async (params: LoggingMessageNotification["params"], _: string|undefined): Promise => { - const LOG_LEVEL_SEVERITY = new Map( - LoggingLevelSchema.options.map((level, index) => [level, index]) - ); - - const isMessageIgnored = (level: LoggingLevel): boolean => { - const currentLevel = logLevel; - return (currentLevel) - ? LOG_LEVEL_SEVERITY.get(level)! < LOG_LEVEL_SEVERITY.get(currentLevel)! - : false; - }; - - if (!isMessageIgnored(params.level)) { - return server.notification({method: "notifications/message", params}) - } - - } + const {server, cleanup, startNotificationIntervals} = createServer(); await server.connect(transport); startNotificationIntervals(); From 35c7a5eaffd35bcec7acb852cdc6df5635774695 Mon Sep 17 00:00:00 2001 From: Andrea Bravaccino Date: Fri, 12 Sep 2025 02:33:59 +0200 Subject: [PATCH 035/138] update mcp-documentation-server description (#2704) update mcp-documentation-server description --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index eb7aedf4..28b95f97 100644 --- a/README.md +++ b/README.md @@ -867,7 +867,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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 Compass](https://github.com/liuyoshio/mcp-compass)** - Suggest the right MCP server for your needs - **[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 Installer](https://github.com/anaisbetts/mcp-installer)** - This server is a server that installs other MCP servers for you. - **[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. From cc8038b78684759b591eb662ae03d02922b08189 Mon Sep 17 00:00:00 2001 From: Scott Lewis Date: Thu, 11 Sep 2025 17:39:34 -0700 Subject: [PATCH 036/138] Add ToolGroups example servers (#2699) Signed-off-by: Scott Lewis Co-authored-by: Cliff Hall --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 28b95f97..c1508cda 100644 --- a/README.md +++ b/README.md @@ -893,6 +893,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[mcp-screenshot-website-fast](https://github.com/just-every/mcp-screenshot-website-fast)** - High-quality screenshot capture optimized for Claude Vision API. Automatically tiles full pages into 1072x1072 chunks (1.15 megapixels) with configurable viewports and wait strategies for dynamic content. - **[mcp-server-leetcode](https://github.com/doggybee/mcp-server-leetcode)** - Practice and retrieve problems from LeetCode. Automate problem retrieval, solutions, and insights for coding practice and competitions. - **[Mcp-Swagger-Server](https://github.com/zaizaizhao/mcp-swagger-server)** (by zaizaizhao) - This MCP server transforms OpenAPI specifications into MCP tools, enabling AI assistants to interact with REST APIs through standardized protocol +- **[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-vision](https://github.com/groundlight/mcp-vision)** - An MCP server exposing HuggingFace computer vision models such as zero-shot object detection as tools, enhancing the vision capabilities of large language or vision-language models. - **[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. From a191d5d1cd33f2aacf90a3521346dd18f9b4f11e Mon Sep 17 00:00:00 2001 From: Dmitry Batkovich Date: Fri, 12 Sep 2025 02:43:36 +0200 Subject: [PATCH 037/138] Update information on JetBrains MCP server (#2622) Co-authored-by: Dmitry Batkovich Co-authored-by: adam jones --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index c1508cda..9a232dda 100644 --- a/README.md +++ b/README.md @@ -235,7 +235,7 @@ Official integrations are maintained by companies building production ready MCP - 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 +- **[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 - Keboola Logo **[Keboola](https://github.com/keboola/keboola-mcp-server)** - Build robust data workflows, integrations, and analytics on a single intuitive platform. From 9e2072a3d63f84021a39b3aa160b42e4af143029 Mon Sep 17 00:00:00 2001 From: Adrian Arribas Date: Fri, 12 Sep 2025 02:46:02 +0200 Subject: [PATCH 038/138] Add Gemini Bridge MCP server to third-party servers list (#2629) Co-authored-by: adam jones --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 9a232dda..c1bbd41c 100644 --- a/README.md +++ b/README.md @@ -709,6 +709,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[freqtrade-mcp](https://github.com/kukapay/freqtrade-mcp)** - An MCP server that integrates with the Freqtrade cryptocurrency trading bot. - **[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. - **[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. +- **[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. - **[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. - **[Git Mob](https://github.com/Mubashwer/git-mob-mcp-server)** - MCP server that interfaces with the [git-mob](https://github.com/Mubashwer/git-mob) CLI app for managing co-authors in git commits during pair/mob programming. From 17c306038ba153179d0c5747a08b67cb2cc7a483 Mon Sep 17 00:00:00 2001 From: dpetruchik Date: Fri, 12 Sep 2025 03:52:59 +0300 Subject: [PATCH 039/138] Add new Linked API MCP server (#2624) Co-authored-by: Adam Jones Co-authored-by: Claude --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index c1bbd41c..5afc4b5b 100644 --- a/README.md +++ b/README.md @@ -833,6 +833,7 @@ 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. From fb63620f2cd19cdb3195271f88aee740891e0738 Mon Sep 17 00:00:00 2001 From: Muhammad Afzaal Date: Thu, 11 Sep 2025 19:55:54 -0500 Subject: [PATCH 040/138] Add D365FO-Client project to README (#2671) Co-authored-by: adam jones --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 5afc4b5b..898d8591 100644 --- a/README.md +++ b/README.md @@ -607,6 +607,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. - **[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. - **[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! From 56bc00d6158d522f7b0bf51928114cc6a09add86 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Bla=C5=BE=20Stojanovi=C4=8D?= Date: Thu, 11 Sep 2025 17:56:42 -0700 Subject: [PATCH 041/138] Add `kumo-rfm-mcp` to the `README.md` (#2674) Co-authored-by: Matthias Fey --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 898d8591..b43f9af8 100644 --- a/README.md +++ b/README.md @@ -249,6 +249,7 @@ Official integrations are maintained by companies building production ready MCP - 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. From 2954894a9e73c0d4817f5108acec29a13cbd67fd Mon Sep 17 00:00:00 2001 From: Raveen Beemsingh Date: Fri, 12 Sep 2025 06:47:43 +0530 Subject: [PATCH 042/138] Add Fal MCP Server (#2668) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit * Add Fal MCP Server to official directory Fal MCP Server enables AI image, video, and music generation directly in Claude using Fal.ai models including FLUX, Stable Diffusion, and MusicGen. - Published on PyPI: https://pypi.org/project/fal-mcp-server/ - Docker image available on GitHub Container Registry - Comprehensive documentation: https://raveenb.github.io/fal-mcp-server/ - Native async API for optimal performance * Move Fal MCP Server to Community servers section This is not an official Fal.ai server but rather a third-party implementation created for personal use. 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude --------- Co-authored-by: Adam Jones Co-authored-by: Claude --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index b43f9af8..4683e59f 100644 --- a/README.md +++ b/README.md @@ -680,6 +680,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. +- **[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 - **[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. From 24de7f75611e64b8d01b9c70f48a712e9495e058 Mon Sep 17 00:00:00 2001 From: shinpr Date: Fri, 12 Sep 2025 10:39:42 +0900 Subject: [PATCH 043/138] Add Intelligent Image Generator to Community Servers Adds mcp-image server that turns casual prompts into professional-quality images with AI enhancement --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index b43f9af8..e32f7204 100644 --- a/README.md +++ b/README.md @@ -776,6 +776,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[IMAP MCP](https://github.com/dominik1001/imap-mcp)** - 📧 An IMAP Model Context Protocol (MCP) server to expose IMAP operations as tools for AI assistants. - **[iMCP](https://github.com/loopwork-ai/iMCP)** - A macOS app that provides an MCP server for your iMessage, Reminders, and other Apple services. - **[InfluxDB](https://github.com/idoru/influxdb-mcp-server)** - Run queries against InfluxDB OSS API v2. +- **[Intelligent Image Generator](https://github.com/shinpr/mcp-image)** - Turn casual prompts into professional-quality images with AI enhancement - **[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 From 4b25d5f212bf9047514cf1b55e0fc3e4dba3b0b3 Mon Sep 17 00:00:00 2001 From: Koichi ITO Date: Sat, 13 Sep 2025 00:46:16 +0900 Subject: [PATCH 044/138] [Docs] Add PHP SDK link to README Follow-up to https://github.com/modelcontextprotocol/modelcontextprotocol/pull/1422. This PR adds a link to the PHP SDK in the README. --- README.md | 15 ++++++++------- 1 file changed, 8 insertions(+), 7 deletions(-) diff --git a/README.md b/README.md index 4683e59f..62c15d3b 100644 --- a/README.md +++ b/README.md @@ -9,6 +9,7 @@ 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) @@ -314,7 +315,7 @@ Official integrations are maintained by companies building production ready MCP - 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. - 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. +- Olostep **[Olostep](https://github.com/olostep/olostep-mcp-server)** - Search, scrape and crawl content from web. Real-time results in clean markdown. - 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. - **[OMOP MCP](https://github.com/OHNLP/omop_mcp)** - Map clinical terminology to OMOP concepts using LLMs for healthcare data standardization. - 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. @@ -429,7 +430,7 @@ Official integrations are maintained by companies building production ready MCP - 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) - 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. +- 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. - 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) @@ -548,13 +549,13 @@ 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. - **[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. @@ -637,7 +638,7 @@ 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 @@ -922,7 +923,7 @@ 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. @@ -1114,7 +1115,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. - **[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. From 208e76464801812d0be0ed9323e25197bc87278a Mon Sep 17 00:00:00 2001 From: Josh Free Date: Fri, 12 Sep 2025 14:22:18 -0700 Subject: [PATCH 045/138] Update Azure MCP link in README.md (#2705) * Update Azure MCP link in README.md Azure MCP Server moved from /azure/azure-mcp to /microsoft/mcp on 2025-08-25. The old /azure/azure-mcp repo has been archived as all new development continues in the new /microsoft/mcp monorepo. * Update path to Azure MCP src --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 4683e59f..dce42f29 100644 --- a/README.md +++ b/README.md @@ -98,7 +98,7 @@ Official integrations are maintained by companies building production ready MCP - 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. - 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. From bf293463200a74ff6724fb14a7f3954aed74de96 Mon Sep 17 00:00:00 2001 From: danohn <82357071+danohn@users.noreply.github.com> Date: Sat, 13 Sep 2025 06:25:42 +0900 Subject: [PATCH 046/138] Add mcpcap to README.md (#2701) --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index dce42f29..caf9f309 100644 --- a/README.md +++ b/README.md @@ -870,6 +870,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Maton](https://github.com/maton-ai/agent-toolkit/tree/main/modelcontextprotocol)** - Connect to your SaaS tools like HubSpot, Salesforce, and more. - **[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. +- **[mcpcap](https://github.com/mcpcap/mcpcap)** - A modular Python MCP (Model Context Protocol) Server for analyzing PCAP files. - **[MCP Compass](https://github.com/liuyoshio/mcp-compass)** - Suggest the right MCP server for your needs - **[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-first document management and semantic search via embeddings or Gemini AI (recommended). Optimized for performance with disk persistence, an in-memory index, and caching. From 097fdab4630b91ead5eabec7ea96bafa0befcc6e Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E5=A4=9A=E5=90=83=E7=82=B9?= Date: Sat, 13 Sep 2025 13:00:02 +0800 Subject: [PATCH 047/138] docs: Fix duplicate directory_tree tool entry in API documentation --- src/filesystem/README.md | 10 +--------- 1 file changed, 1 insertion(+), 9 deletions(-) diff --git a/src/filesystem/README.md b/src/filesystem/README.md index 499fca5a..973f76ef 100644 --- a/src/filesystem/README.md +++ b/src/filesystem/README.md @@ -128,15 +128,6 @@ The server's directory access control follows this flow: - Returns detailed listing with file sizes and summary statistics - Shows total files, directories, and combined size -- **directory_tree** - - Get a recursive tree view of files and directories as a JSON structure - - Input: `path` (string): Starting directory path - - Returns JSON structure with: - - `name`: File/directory name - - `type`: "file" or "directory" - - `children`: Array of child entries (for directories only) - - Output is formatted with 2-space indentation for readability - - **move_file** - Move or rename files and directories - Inputs: @@ -165,6 +156,7 @@ The server's directory access control follows 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 From ec7eaadfcd2dcc078ab502ea4dbce0d20637970c Mon Sep 17 00:00:00 2001 From: Stefano Amorelli Date: Sun, 14 Sep 2025 14:14:02 +0300 Subject: [PATCH 048/138] feat(readme): add Storybook MCP server to community servers list --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index ae90632c..96d4c570 100644 --- a/README.md +++ b/README.md @@ -1120,6 +1120,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. From fbaaf2786005b91b43855d9c14da62e24769919c Mon Sep 17 00:00:00 2001 From: Joshua Grippo Date: Mon, 15 Sep 2025 09:40:05 -0500 Subject: [PATCH 049/138] Revise Backdocket entry in README Updated Backdocket entry with new URL and removed redundant text. We now have the links to the backdocket website, the backdocket mcp server, and the backdocket mcp about page. --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index c3aacad9..9c3a4e29 100644 --- a/README.md +++ b/README.md @@ -100,7 +100,7 @@ Official integrations are maintained by companies building production ready MCP - 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 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/mcp)** - Search, Retrieve, and Update your backdocket data. This currently includes Claims, Matters, Contacts, Tasks and Advanced Searches. +- 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. From f1f6f3473de4569ce6ff2bd1c0200e92785524b0 Mon Sep 17 00:00:00 2001 From: Phenomenon Date: Mon, 15 Sep 2025 23:27:36 +0530 Subject: [PATCH 050/138] Add Hive Intelligence MCP (#2646) Co-authored-by: Utsav Agarwal Co-authored-by: adam jones --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 644963b9..82e1479f 100644 --- a/README.md +++ b/README.md @@ -222,6 +222,7 @@ Official integrations are maintained by companies building production ready MCP - 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. - Hiveflow Logo **[Hiveflow](https://github.com/hiveflowai/hiveflow-mcp-server)** - Create, manage, and execute agentic AI workflows directly from your assistant. +- 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 - 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. From 491edc46f51bca134cb567c4b07e0379a0dee27a Mon Sep 17 00:00:00 2001 From: Cameron Rye Date: Mon, 15 Sep 2025 19:35:00 -0400 Subject: [PATCH 051/138] docs: add OpenZIM MCP server to community servers Add OpenZIM MCP server to the community servers list. OpenZIM MCP is a modern, secure, and high-performance MCP server that enables AI models to access and search ZIM format knowledge bases offline, supporting Wikipedia and other educational content archives. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 82e1479f..00c531c5 100644 --- a/README.md +++ b/README.md @@ -1012,6 +1012,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. From 76ec83f78d30de9aec0f0e77814a224b0a831357 Mon Sep 17 00:00:00 2001 From: massan Date: Tue, 9 Sep 2025 14:05:30 +0900 Subject: [PATCH 052/138] Add DocBase MCP Server to README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index eb7aedf4..97abb7dc 100644 --- a/README.md +++ b/README.md @@ -642,6 +642,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. +- **[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. From 81b71bcb5b62df66d451886da8f604bddb2deb29 Mon Sep 17 00:00:00 2001 From: Michael Shilman Date: Tue, 16 Sep 2025 22:32:02 -0700 Subject: [PATCH 053/138] Add Storybook entry to README --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 82e1479f..ee1ab797 100644 --- a/README.md +++ b/README.md @@ -408,6 +408,7 @@ Official integrations are maintained by companies building production ready MCP - 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. - 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/) +- Storybook Logo **[Storybook](https://github.com/storybookjs/addon-mcp)** - Interact with [Storybook](https://storybook.js.org/) to automate UI component testing and documentation - Stripe Logo **[Stripe](https://github.com/stripe/agent-toolkit)** - Interact with Stripe API - 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. From 632604e6e7f21b98b1504d957dd150ab310b0136 Mon Sep 17 00:00:00 2001 From: "luming.jiao" Date: Wed, 17 Sep 2025 19:17:06 +0800 Subject: [PATCH 054/138] feat: add jenkins-mcp-server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 82e1479f..cb61f9a0 100644 --- a/README.md +++ b/README.md @@ -798,6 +798,7 @@ 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. From 9a65da3e78bd92934db2759d3083cbf2791c5e67 Mon Sep 17 00:00:00 2001 From: cliffhall Date: Wed, 17 Sep 2025 11:44:40 -0400 Subject: [PATCH 055/138] * In .github/workflows/release.yml - in create-release job condition - check for all combinations of publish results that should lead to a release creation - npm = success / pypi = skipped - npm = skipped / pypi = success - npm = success / pypi = success --- .github/workflows/release.yml | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index 64178c3c..26f3e464 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -193,7 +193,12 @@ jobs: create-release: needs: [update-packages, create-metadata, publish-pypi, publish-npm] - if: needs.update-packages.outputs.changes_made == 'true' + if: | + needs.update-packages.outputs.changes_made == 'true' && + (always() && + (needs.publish-pypi.result == 'success' || needs.publish-pypi.result == 'skipped') && + (needs.publish-pypi.result == 'skipped' || needs.publish-npm.result == 'success') && + (needs.publish-pypi.result == 'success' || needs.publish-npm.result == 'success')) runs-on: ubuntu-latest environment: release permissions: From 7061c367c57420166f2b00701b14f8bd02cea102 Mon Sep 17 00:00:00 2001 From: cliffhall Date: Wed, 17 Sep 2025 13:27:44 -0400 Subject: [PATCH 056/138] * In .github/workflows/release.yml - in create-release job condition - check for all combinations of publish results that should lead to a release creation - npm = success / pypi = skipped - npm = skipped / pypi = success - npm = success / pypi = success --- .github/workflows/release.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index 26f3e464..bc8dc3d1 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -196,7 +196,7 @@ jobs: if: | needs.update-packages.outputs.changes_made == 'true' && (always() && - (needs.publish-pypi.result == 'success' || needs.publish-pypi.result == 'skipped') && + (needs.publish-pypi.result == 'success' || needs.publish-npm.result == 'skipped') && (needs.publish-pypi.result == 'skipped' || needs.publish-npm.result == 'success') && (needs.publish-pypi.result == 'success' || needs.publish-npm.result == 'success')) runs-on: ubuntu-latest From e5459186188e82ef1c7cc2eeb8a541acc1e0a1dd Mon Sep 17 00:00:00 2001 From: cliffhall Date: Wed, 17 Sep 2025 13:31:29 -0400 Subject: [PATCH 057/138] * In .github/workflows/release.yml - in create-release job condition - check for all combinations of publish results that should lead to a release creation - npm = success / pypi = skipped - npm = skipped / pypi = success - npm = success / pypi = success --- .github/workflows/release.yml | 9 ++++----- 1 file changed, 4 insertions(+), 5 deletions(-) diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index bc8dc3d1..d1eba1dc 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -194,11 +194,10 @@ jobs: create-release: needs: [update-packages, create-metadata, publish-pypi, publish-npm] if: | - needs.update-packages.outputs.changes_made == 'true' && - (always() && - (needs.publish-pypi.result == 'success' || needs.publish-npm.result == 'skipped') && - (needs.publish-pypi.result == 'skipped' || needs.publish-npm.result == 'success') && - (needs.publish-pypi.result == 'success' || needs.publish-npm.result == 'success')) + (needs.update-packages.outputs.changes_made == 'true' && always()) && + ((needs.publish-pypi.result == 'success' && needs.publish-npm.result == 'skipped') || + (needs.publish-pypi.result == 'skipped' && needs.publish-npm.result == 'success') || + (needs.publish-pypi.result == 'success' && needs.publish-npm.result == 'success')) runs-on: ubuntu-latest environment: release permissions: From 674623e310ce7d4cb96e0ec905fedfb203700e4a Mon Sep 17 00:00:00 2001 From: Ru Date: Thu, 18 Sep 2025 07:43:52 +0300 Subject: [PATCH 058/138] Add AltTester MCP to the list --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 82e1479f..87fdafb8 100644 --- a/README.md +++ b/README.md @@ -76,6 +76,7 @@ Official integrations are maintained by companies building production ready MCP - 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® AI Extension](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. - 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. From 3cb87f513233eac270a4181586acd35e8c42a5fc Mon Sep 17 00:00:00 2001 From: tanveer-farooq <113421276+tanveer-farooq@users.noreply.github.com> Date: Thu, 18 Sep 2025 14:03:39 +0530 Subject: [PATCH 059/138] Update README.md Applied suggested change from review Co-authored-by: Ola Hungerford --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index c6b65f3a..082a9279 100644 --- a/README.md +++ b/README.md @@ -254,7 +254,7 @@ Official integrations are maintained by companies building production ready MCP - 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. - 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 MCP server](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. +- 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. From a1571de840b7b4578418cdfeb0c2717c30ad77db Mon Sep 17 00:00:00 2001 From: Tomasz Nurkiewicz Date: Thu, 18 Sep 2025 15:53:54 +0200 Subject: [PATCH 060/138] Monday.com official MCP (#2734) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit * Monday.com official MCP * Move Monday.com official MCP to official integrations section As suggested in the review comments, moved the official Monday.com MCP server from the community section to the official integrations section where it belongs, maintaining alphabetical order. 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude --------- Co-authored-by: Adam Jones Co-authored-by: Claude --- README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 82e1479f..dbc6eafb 100644 --- a/README.md +++ b/README.md @@ -293,6 +293,7 @@ Official integrations are maintained by companies building production ready MCP - 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. - 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 - MotherDuck Logo **[MotherDuck](https://github.com/motherduckdb/mcp-server-motherduck)** - Query and analyze data with MotherDuck and local DuckDB @@ -938,7 +939,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Minima](https://github.com/dmayboroda/minima)** - MCP server for RAG on local files - **[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. - **[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. +- **[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. From 1bd3734e722876b6d7b30583c4d16afa5e0de615 Mon Sep 17 00:00:00 2001 From: Cobi Date: Thu, 18 Sep 2025 10:10:12 -0400 Subject: [PATCH 061/138] Add DevCycle to README (#2731) Co-authored-by: Adam Jones --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index dbc6eafb..a14234d9 100644 --- a/README.md +++ b/README.md @@ -166,6 +166,7 @@ Official integrations are maintained by companies building production ready MCP - 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) - 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 - 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. - 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. From 52ab84cd6384e7d130e0e3388eb0149a65f5fea2 Mon Sep 17 00:00:00 2001 From: Aonan Guan Date: Thu, 18 Sep 2025 07:11:12 -0700 Subject: [PATCH 062/138] Improve memory server schema validation (#2726) - Add explicit property filtering in saveGraph method - Add additionalProperties constraints to input schemas --- src/memory/index.ts | 28 ++++++++++++++++++++++++++-- 1 file changed, 26 insertions(+), 2 deletions(-) diff --git a/src/memory/index.ts b/src/memory/index.ts index 4590a1db..982c617b 100644 --- a/src/memory/index.ts +++ b/src/memory/index.ts @@ -60,8 +60,18 @@ 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")); } @@ -219,10 +229,12 @@ server.setRequestHandler(ListToolsRequestSchema, async () => { }, }, required: ["name", "entityType", "observations"], + additionalProperties: false, }, }, }, required: ["entities"], + additionalProperties: false, }, }, { @@ -241,10 +253,12 @@ server.setRequestHandler(ListToolsRequestSchema, async () => { relationType: { type: "string", description: "The type of the relation" }, }, required: ["from", "to", "relationType"], + additionalProperties: false, }, }, }, required: ["relations"], + additionalProperties: false, }, }, { @@ -266,10 +280,12 @@ server.setRequestHandler(ListToolsRequestSchema, async () => { }, }, required: ["entityName", "contents"], + additionalProperties: false, }, }, }, required: ["observations"], + additionalProperties: false, }, }, { @@ -285,6 +301,7 @@ server.setRequestHandler(ListToolsRequestSchema, async () => { }, }, required: ["entityNames"], + additionalProperties: false, }, }, { @@ -306,10 +323,12 @@ server.setRequestHandler(ListToolsRequestSchema, async () => { }, }, required: ["entityName", "observations"], + additionalProperties: false, }, }, }, required: ["deletions"], + additionalProperties: false, }, }, { @@ -328,11 +347,13 @@ server.setRequestHandler(ListToolsRequestSchema, async () => { relationType: { type: "string", description: "The type of the relation" }, }, required: ["from", "to", "relationType"], + additionalProperties: false, }, description: "An array of relations to delete" }, }, required: ["relations"], + additionalProperties: false, }, }, { @@ -341,6 +362,7 @@ server.setRequestHandler(ListToolsRequestSchema, async () => { inputSchema: { type: "object", properties: {}, + additionalProperties: false, }, }, { @@ -352,6 +374,7 @@ server.setRequestHandler(ListToolsRequestSchema, async () => { query: { type: "string", description: "The search query to match against entity names, types, and observation content" }, }, required: ["query"], + additionalProperties: false, }, }, { @@ -367,6 +390,7 @@ server.setRequestHandler(ListToolsRequestSchema, async () => { }, }, required: ["names"], + additionalProperties: false, }, }, ], From 8509cc7f862b8836ffd4faa5f2ce65d408207cd2 Mon Sep 17 00:00:00 2001 From: Robin Guldener Date: Thu, 18 Sep 2025 16:56:27 +0200 Subject: [PATCH 063/138] Add Nango MCP Server (#2719) Add Nango MCP server to the list in the Readme --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index a14234d9..abc77fdb 100644 --- a/README.md +++ b/README.md @@ -300,6 +300,7 @@ Official integrations are maintained by companies building production ready MCP - 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://docs.nango.dev/guides/use-cases/mcp-server)** - 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 From f4a25408cff293f292f2afce055cb0f8ae4a8ac7 Mon Sep 17 00:00:00 2001 From: mademan12 Date: Thu, 18 Sep 2025 17:57:21 +0300 Subject: [PATCH 064/138] Add Microsoft Playwright MCP server to README (#2678) --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index abc77fdb..f8fe5a06 100644 --- a/README.md +++ b/README.md @@ -350,6 +350,7 @@ Official integrations are maintained by companies building production ready MCP - **[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. - Pipedream Logo **[Pipedream](https://github.com/PipedreamHQ/pipedream/tree/master/modelcontextprotocol)** - Connect with 2,500 APIs with 8,000+ prebuilt tools. - 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. - 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. From 20430df0de5139af5e28fdcf267c518fe9c09d75 Mon Sep 17 00:00:00 2001 From: cliffhall Date: Thu, 18 Sep 2025 15:39:00 -0400 Subject: [PATCH 065/138] * In .github/workflows/release.yml - in create-release job condition - simplify condition --- .github/workflows/release.yml | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index d1eba1dc..a3189102 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -194,10 +194,9 @@ jobs: create-release: needs: [update-packages, create-metadata, publish-pypi, publish-npm] if: | - (needs.update-packages.outputs.changes_made == 'true' && always()) && - ((needs.publish-pypi.result == 'success' && needs.publish-npm.result == 'skipped') || - (needs.publish-pypi.result == 'skipped' && needs.publish-npm.result == 'success') || - (needs.publish-pypi.result == 'success' && needs.publish-npm.result == 'success')) + 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: From 888184493cb8d6f2eaeb7ef368b588492ee22c90 Mon Sep 17 00:00:00 2001 From: cliffhall Date: Thu, 18 Sep 2025 15:58:01 -0400 Subject: [PATCH 066/138] * In .github/workflows/release.yml - in create-release job condition - add comments about use of always --- .github/workflows/release.yml | 2 ++ 1 file changed, 2 insertions(+) diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index a3189102..0186ec86 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -194,6 +194,8 @@ jobs: create-release: needs: [update-packages, create-metadata, publish-pypi, publish-npm] if: | + # Always evaluate this condition, even if a dependency failed + # Create a release if changes were made and at least one publish succeeded always() && needs.update-packages.outputs.changes_made == 'true' && (needs.publish-pypi.result == 'success' || needs.publish-npm.result == 'success') From 9280e8fa744f97e091de2c911d6910b92c1b6ff1 Mon Sep 17 00:00:00 2001 From: Cliff Hall Date: Thu, 18 Sep 2025 20:27:09 -0400 Subject: [PATCH 067/138] Remove comments that break release.yml (#2735) - remove comments that break CI. - github does not support comments, even though they are valid yaml --- .github/workflows/release.yml | 2 -- 1 file changed, 2 deletions(-) diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index 0186ec86..a3189102 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -194,8 +194,6 @@ jobs: create-release: needs: [update-packages, create-metadata, publish-pypi, publish-npm] if: | - # Always evaluate this condition, even if a dependency failed - # Create a release if changes were made and at least one publish succeeded always() && needs.update-packages.outputs.changes_made == 'true' && (needs.publish-pypi.result == 'success' || needs.publish-npm.result == 'success') From f8c05004d015735033eaab64ca4dacf160fb6432 Mon Sep 17 00:00:00 2001 From: Cliff Hall Date: Thu, 18 Sep 2025 20:28:41 -0400 Subject: [PATCH 068/138] Open CORS for any origin to allow direct browser connection (#2725) * * In src/everything/sse.ts - import cors - use cors with config allowing any origin + GET/POST * In src/everything/streamableHttp.ts - import cors - use cors with config allowing any origin + GET/POST/DELETE, and exposed protocol headers for client to read * In package.json and package-lock.json - add cors as a dependency * * In package.json and package-lock.json - add @types/cors as dev dependency * Add caution note for CORS origin wildcard usage Added caution note for using '*' in CORS origin. * * In streamableHttp.ts - remove remove unintentional console log * * In streamableHttp.ts - add comment about why opening cors for all routes * * In sse.ts - add comment about using * with caution in production for cors * * In sse.ts - indent on cors config --------- Co-authored-by: shaun smith <1936278+evalstate@users.noreply.github.com> --- package-lock.json | 12 ++++++++++++ src/everything/package.json | 2 ++ src/everything/sse.ts | 8 +++++++- src/everything/streamableHttp.ts | 13 +++++++++++++ 4 files changed, 34 insertions(+), 1 deletion(-) diff --git a/package-lock.json b/package-lock.json index 34ecd5d4..7a6e772c 100644 --- a/package-lock.json +++ b/package-lock.json @@ -1376,6 +1376,16 @@ "@types/node": "*" } }, + "node_modules/@types/cors": { + "version": "2.8.19", + "resolved": "https://registry.npmjs.org/@types/cors/-/cors-2.8.19.tgz", + "integrity": "sha512-mFNylyeyqN93lfe/9CSxOGREz8cpzAhH+E93xJ4xWQf62V8sQ/24reV2nyzUWM6H6Xji+GGHpkbLe7pVoUEskg==", + "dev": true, + "license": "MIT", + "dependencies": { + "@types/node": "*" + } + }, "node_modules/@types/diff": { "version": "5.2.3", "resolved": "https://registry.npmjs.org/@types/diff/-/diff-5.2.3.tgz", @@ -5819,6 +5829,7 @@ "license": "MIT", "dependencies": { "@modelcontextprotocol/sdk": "^1.18.0", + "cors": "^2.8.5", "express": "^4.21.1", "zod": "^3.23.8", "zod-to-json-schema": "^3.23.5" @@ -5827,6 +5838,7 @@ "mcp-server-everything": "dist/index.js" }, "devDependencies": { + "@types/cors": "^2.8.19", "@types/express": "^5.0.0", "shx": "^0.3.4", "typescript": "^5.6.2" diff --git a/src/everything/package.json b/src/everything/package.json index c0a240de..e388922d 100644 --- a/src/everything/package.json +++ b/src/everything/package.json @@ -23,11 +23,13 @@ }, "dependencies": { "@modelcontextprotocol/sdk": "^1.18.0", + "cors": "^2.8.5", "express": "^4.21.1", "zod": "^3.23.8", "zod-to-json-schema": "^3.23.5" }, "devDependencies": { + "@types/cors": "^2.8.19", "@types/express": "^5.0.0", "shx": "^0.3.4", "typescript": "^5.6.2" diff --git a/src/everything/sse.ts b/src/everything/sse.ts index f2013419..f5b984e9 100644 --- a/src/everything/sse.ts +++ b/src/everything/sse.ts @@ -1,11 +1,17 @@ import { SSEServerTransport } from "@modelcontextprotocol/sdk/server/sse.js"; import express from "express"; import { createServer } from "./everything.js"; +import cors from 'cors'; console.error('Starting SSE server...'); const app = express(); - +app.use(cors({ + "origin": "*", // use "*" with caution in production + "methods": "GET,POST", + "preflightContinue": false, + "optionsSuccessStatus": 204, +})); // Enable CORS for all routes so Inspector can connect const transports: Map = new Map(); app.get("/sse", async (req, res) => { diff --git a/src/everything/streamableHttp.ts b/src/everything/streamableHttp.ts index c4fed738..c5d0eeea 100644 --- a/src/everything/streamableHttp.ts +++ b/src/everything/streamableHttp.ts @@ -3,10 +3,22 @@ import { InMemoryEventStore } from '@modelcontextprotocol/sdk/examples/shared/in import express, { Request, Response } from "express"; import { createServer } from "./everything.js"; import { randomUUID } from 'node:crypto'; +import cors from 'cors'; console.error('Starting Streamable HTTP server...'); 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' + ] +})); // Enable CORS for all routes so Inspector can connect const transports: Map = new Map(); @@ -15,6 +27,7 @@ app.post('/mcp', async (req: Request, res: Response) => { try { // Check for existing session ID const sessionId = req.headers['mcp-session-id'] as string | undefined; + let transport: StreamableHTTPServerTransport; if (sessionId && transports.has(sessionId)) { From 4c9ff4e9831f7bed630da03ccc4d77ff517bc065 Mon Sep 17 00:00:00 2001 From: joshylchen <70675173+joshylchen@users.noreply.github.com> Date: Fri, 19 Sep 2025 09:53:01 +0800 Subject: [PATCH 069/138] Add zettelkasten to README.md (#2718) * Update README.md ## Add Zettelkasten MCP Server This PR adds the Zettelkasten to the community servers list. ### Project Overview Comprehensive AI-powered knowledge management system that implements the proven Zettelkasten (slip-box) method with modern AI assistance. ### Key Features - **Atomic Note Management**: Create, organize, and connect atomic ideas - **AI-Powered Workflows**: CEQRC process for enhanced learning - **Full-Text Search**: SQLite FTS5 with advanced query syntax - **Intelligent Linking**: AI-suggested connections between notes - **Multiple Interfaces**: CLI, REST API, Streamlit UI, and MCP server - **Comprehensive Documentation**: Setup guides and examples included ### MCP Server Details - **Transport**: STDIO - **Tools**: 7 comprehensive tools for note management and AI workflows - **Dependencies**: OpenAI API (optional, has stub mode) - **Python**: 3.11+ with modern async/await patterns - **Setup**: Automated setup script with Claude Desktop config generation ### Repository Information - **URL**: https://github.com/joshylchen/zettelkasten - **License**: MIT - **Documentation**: Complete setup guide in `docs/MCP_SETUP.md` - **Tests**: Comprehensive test coverage included This server demonstrates sophisticated MCP patterns and provides real value for knowledge workers and researchers using AI assistants. * update Zettelkasten under community project --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index f8fe5a06..c7a0f7e8 100644 --- a/README.md +++ b/README.md @@ -1268,6 +1268,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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 From 19534fa89b9d5c28ec09b46661c489d5bfd3d406 Mon Sep 17 00:00:00 2001 From: Cameron Rye Date: Thu, 18 Sep 2025 21:54:17 -0400 Subject: [PATCH 070/138] docs: add Gopher MCP server to community servers (#2736) Add Gopher MCP server to the community servers list. Gopher MCP is a modern, cross-platform MCP server that enables AI assistants to browse and interact with both Gopher protocol and Gemini protocol resources safely and efficiently, bridging vintage and modern alternative internet protocols with AI assistants. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index c7a0f7e8..5b2f07fe 100644 --- a/README.md +++ b/README.md @@ -745,6 +745,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Godot](https://github.com/Coding-Solo/godot-mcp)** - An MCP server providing comprehensive Godot engine integration for project editing, debugging, and scene management. - **[Golang Filesystem Server](https://github.com/mark3labs/mcp-filesystem-server)** - Secure file operations with configurable access controls built with Go! - **[Goodnews](https://github.com/VectorInstitute/mcp-goodnews)** - A simple MCP server that delivers curated positive and uplifting news stories. +- **[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. - **[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 Calendar](https://github.com/v-3/google-calendar)** - Integration with Google Calendar to check schedules, find time, and add/delete events From 2e77f702bcc3a3326293b48fadc097094bd2c497 Mon Sep 17 00:00:00 2001 From: Young Date: Fri, 19 Sep 2025 13:06:39 +0900 Subject: [PATCH 071/138] Add API Lab MCP to Community Servers Adding API Lab MCP - an AI-powered API testing laboratory for Claude Desktop and Claude Code that enables natural language API testing with authentication support, response validation, and performance metrics. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 09b06d85..51d4a218 100644 --- a/README.md +++ b/README.md @@ -427,6 +427,7 @@ 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. - **[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. - **[Apple Calendar](https://github.com/Omar-v2/mcp-ical)** - An MCP server that allows you to interact with your MacOS Calendar through natural language, including features such as event creation, modification, schedule listing, finding free time slots etc. From 5f6a3bdcb8064821b488f1b6ad6dd20c5f8dd120 Mon Sep 17 00:00:00 2001 From: JungJungIn Date: Sat, 20 Sep 2025 15:42:50 +0900 Subject: [PATCH 072/138] Add New MCP-Server - MCP-OpenStack-Ops (https://github.com/call518/MCP-OpenStack-Ops) --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 5b2f07fe..e17f8f53 100644 --- a/README.md +++ b/README.md @@ -893,6 +893,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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-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-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-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 From f3160eab77a7993819149df64c40307894faf5c4 Mon Sep 17 00:00:00 2001 From: Jack Yang Date: Sat, 20 Sep 2025 03:40:39 -0400 Subject: [PATCH 073/138] Add Geolocation MCP server to community servers list - Added geolocation-mcp-server entry between freqtrade-mcp and GDB - Provides WalkScore API integration for walkability, transit, and bike scores - Repository: https://github.com/jackyang25/geolocation-mcp-server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 5b2f07fe..fe091898 100644 --- a/README.md +++ b/README.md @@ -721,6 +721,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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/) - **[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. +- **[Geolocation](https://github.com/jackyang25/geolocation-mcp-server)** - WalkScore API integration for walkability, transit, and bike scores. - **[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. - **[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. - **[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. From fc14460a4ba9bd2df9ccd4cf2514bdeae0a20505 Mon Sep 17 00:00:00 2001 From: Muhammad Hamza Date: Sat, 20 Sep 2025 15:17:43 +0500 Subject: [PATCH 074/138] docs: Added Figma to Flutter MCP community server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 5b2f07fe..c4aef0ab 100644 --- a/README.md +++ b/README.md @@ -707,6 +707,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. From 1d1e5cb89d64e987a6a55bf16238d671f3282157 Mon Sep 17 00:00:00 2001 From: TJ Hoplock Date: Sat, 20 Sep 2025 17:00:38 -0400 Subject: [PATCH 075/138] feat: add prometheus golang MCP implementation Signed-off-by: TJ Hoplock --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 5b2f07fe..d04bd9bb 100644 --- a/README.md +++ b/README.md @@ -1056,6 +1056,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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 (TypeScript)](https://github.com/yanmxa/prometheus-mcp-server)** - Enable AI assistants to query Prometheus using natural language with TypeScript implementation. +- **[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. - **[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. - **[Pulumi](https://github.com/dogukanakkaya/pulumi-mcp-server)** - MCP Server to Interact with Pulumi API, creates and lists Stacks From 5e2d84f196b15a539a2bf05334ec47f9952d2455 Mon Sep 17 00:00:00 2001 From: Mike Bailey Date: Sun, 21 Sep 2025 23:00:26 +1000 Subject: [PATCH 076/138] Fix link and name for VoiceMode project "Sorry for the confusion" My AI assistant Cora has had her GitHub access restricted but ultimately it's my fault for not reviewing her change properly. We're both learning. --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 5b2f07fe..e3ab1451 100644 --- a/README.md +++ b/README.md @@ -1223,7 +1223,7 @@ 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)) +- **[VoiceMode](https://github.com/mbailey/voicemode)** - Enable voice conversations with Claude using any OpenAI-compatible STT/TTS service [getVoiceMode.com](https://getvoicemode.com/) - **[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. - **[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. From f57e552d3bc6533684c5ce906e6cbef5e4d3e826 Mon Sep 17 00:00:00 2001 From: vishnurudra-ai Date: Sun, 21 Sep 2025 21:57:11 -0400 Subject: [PATCH 077/138] Update README.md Add KYC-mcp-server details. https://github.com/vishnurudra-ai/KYC-mcp-server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 5b2f07fe..39f3e236 100644 --- a/README.md +++ b/README.md @@ -835,6 +835,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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-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. - **[Lark(Feishu)](https://github.com/kone-net/mcp_server_lark)** - A Model Context Protocol(MCP) server for Lark(Feishu) sheet, message, doc and etc. From 7ca8cef06a84f62731a49ac3869748862e8816f8 Mon Sep 17 00:00:00 2001 From: "l.cesaro" <39263355+LudoviKush@users.noreply.github.com> Date: Mon, 22 Sep 2025 13:27:57 +0300 Subject: [PATCH 078/138] update addition of MCPs servers of popular frameworks --- README.md | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 5b2f07fe..f0598afb 100644 --- a/README.md +++ b/README.md @@ -202,6 +202,7 @@ Official integrations are maintained by companies building production ready MCP - 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. +- 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. - 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. - Glean Logo **[Glean](https://github.com/gleanwork/mcp-server)** - Enterprise search and chat using Glean's API. @@ -242,6 +243,7 @@ Official integrations are maintained by companies building production ready MCP - 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://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. +- 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. - Kagi Logo **[Kagi Search](https://github.com/kagisearch/kagimcp)** - Search the web using Kagi's search API - 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. @@ -289,7 +291,8 @@ Official integrations are maintained by companies building production ready MCP - Metoro Logo **[Metoro](https://github.com/metoro-io/metoro-mcp-server)** - Query and interact with kubernetes environments monitored by Metoro - 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.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 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. - 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. @@ -457,6 +460,7 @@ Official integrations are maintained by companies building production ready MCP - Vizro Logo **[Vizro](https://github.com/mckinsey/vizro/tree/main/vizro-mcp)** - Tools and templates to create validated and maintainable data charts and dashboards - WaveSpeed Logo **[WaveSpeed](https://github.com/WaveSpeedAI/mcp-server)** - WaveSpeed MCP server providing AI agents with image and video generation capabilities. - 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 +- 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. - 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 - 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. From 829e21be4347a4b04d2f5b53a01a47023c670289 Mon Sep 17 00:00:00 2001 From: garethx Date: Mon, 22 Sep 2025 16:07:46 +0100 Subject: [PATCH 079/138] Update: Bucket rebranded to Reflag --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 5b2f07fe..76667996 100644 --- a/README.md +++ b/README.md @@ -113,7 +113,6 @@ Official integrations are maintained by companies building production ready MCP - 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. - BuiltWith Logo **[BuiltWith](https://github.com/builtwith/mcp)** - Identify the technology stack behind any website. @@ -380,6 +379,7 @@ 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. From bf5ed1b94af0e7de18e843b0a28930ccd06c4156 Mon Sep 17 00:00:00 2001 From: Mike Bailey Date: Tue, 23 Sep 2025 06:08:44 +1000 Subject: [PATCH 080/138] Update README.md Co-authored-by: Koichi ITO --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index e3ab1451..72e1714c 100644 --- a/README.md +++ b/README.md @@ -1223,7 +1223,7 @@ 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. -- **[VoiceMode](https://github.com/mbailey/voicemode)** - Enable voice conversations with Claude using any OpenAI-compatible STT/TTS service [getVoiceMode.com](https://getvoicemode.com/) +- **[VoiceMode](https://github.com/mbailey/voicemode)** - Enable voice conversations with Claude using any OpenAI-compatible STT/TTS service [getvoicemode.com](https://getvoicemode.com/) - **[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. - **[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. From 5cfb29483b34e6f0ef741756350daa842d1206f5 Mon Sep 17 00:00:00 2001 From: Atlas Wegman Date: Mon, 22 Sep 2025 18:16:59 -0400 Subject: [PATCH 081/138] Added hledger-mcp to README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 5b2f07fe..6b0f17aa 100644 --- a/README.md +++ b/README.md @@ -770,6 +770,7 @@ 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. From 28427d8cd10f61ff76e6f5cfda94eb48493d97d7 Mon Sep 17 00:00:00 2001 From: adam jones Date: Tue, 23 Sep 2025 05:09:58 +0100 Subject: [PATCH 082/138] Fix time server to default to UTC when tzinfo is unavailable (#2738) When get_localzone_name() returns None, the server now defaults to UTC instead of raising an error. This makes the server more robust in environments where the local timezone cannot be determined. --- src/time/src/mcp_server_time/server.py | 3 ++- src/time/test/time_server_test.py | 6 +++--- 2 files changed, 5 insertions(+), 4 deletions(-) diff --git a/src/time/src/mcp_server_time/server.py b/src/time/src/mcp_server_time/server.py index b8ca4e2f..746d78df 100644 --- a/src/time/src/mcp_server_time/server.py +++ b/src/time/src/mcp_server_time/server.py @@ -46,7 +46,8 @@ 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: 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 +486,10 @@ def test_get_local_tz_with_valid_iana_name(mock_get_localzone): @patch('mcp_server_time.server.get_localzone_name') def test_get_local_tz_when_none_returned(mock_get_localzone): - """Test error when tzlocal returns None.""" + """Test default to UTC when tzlocal returns None.""" mock_get_localzone.return_value = None - with pytest.raises(McpError, match="Could not determine local timezone"): - get_local_tz() + result = get_local_tz() + assert str(result) == "UTC" @patch('mcp_server_time.server.get_localzone_name') From 387baed0bae9b8cf14159a648d23f3e1a4884ebc Mon Sep 17 00:00:00 2001 From: Ru Date: Tue, 23 Sep 2025 07:27:28 +0300 Subject: [PATCH 083/138] Update README.md to implement changes from code review --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 87fdafb8..06d9228a 100644 --- a/README.md +++ b/README.md @@ -76,7 +76,7 @@ Official integrations are maintained by companies building production ready MCP - 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® AI Extension](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. +- 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. - 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. From 2769fae31d775ad8ff73aa16324567c43c509738 Mon Sep 17 00:00:00 2001 From: Algis Dumbris Date: Tue, 23 Sep 2025 08:34:32 +0300 Subject: [PATCH 084/138] Move MCPProxy from servers to Resources section Address review feedback by moving MCPProxy to the Resources section as it's more of an application for managing MCP servers rather than a specific MCP server implementation. Maintained alphabetical order in the Resources section. --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 34ff639d..0ada8f62 100644 --- a/README.md +++ b/README.md @@ -300,7 +300,6 @@ Official integrations are maintained by companies building production ready MCP - 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 -- 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. - Nango Logo **[Nango](https://docs.nango.dev/guides/use-cases/mcp-server)** - 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. @@ -1330,6 +1329,7 @@ Additional resources on MCP. - **[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)** - 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. From d93e325469d54ddb85cacfd8604f33f87557aede Mon Sep 17 00:00:00 2001 From: vidoluco <39263355+LudoviKush@users.noreply.github.com> Date: Tue, 23 Sep 2025 12:00:42 +0300 Subject: [PATCH 085/138] Fix Microsoft logo URLs --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index f0598afb..2b173f82 100644 --- a/README.md +++ b/README.md @@ -291,8 +291,8 @@ Official integrations are maintained by companies building production ready MCP - Metoro Logo **[Metoro](https://github.com/metoro-io/metoro-mcp-server)** - Query and interact with kubernetes environments monitored by Metoro - 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 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. +- 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. - 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. From 1689da8f1a9ab6b436f517a55ea03b0943bc901d Mon Sep 17 00:00:00 2001 From: Matyas Heins <32817933+matheins@users.noreply.github.com> Date: Tue, 23 Sep 2025 13:34:47 +0200 Subject: [PATCH 086/138] docs: add Steuerboard MCP server to community servers (#2749) Co-authored-by: Ola Hungerford --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 10808315..3b271258 100644 --- a/README.md +++ b/README.md @@ -415,6 +415,7 @@ Official integrations are maintained by companies building production ready MCP - 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. - 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 - Stripe Logo **[Stripe](https://github.com/stripe/agent-toolkit)** - Interact with Stripe API - 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. From 402f0ed43ea8f5133258ebf3fa5495f1d96ea91a Mon Sep 17 00:00:00 2001 From: Misha Kolesnik Date: Tue, 23 Sep 2025 12:35:17 +0100 Subject: [PATCH 087/138] fix: resolve brace-expansion ReDoS vulnerability (CVE-2025-5889) (#2752) Updates brace-expansion from 2.0.1 to 2.0.2 to fix a Regular Expression Denial of Service vulnerability. Fixes #2700 --- package-lock.json | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/package-lock.json b/package-lock.json index 7a6e772c..0f706418 100644 --- a/package-lock.json +++ b/package-lock.json @@ -2607,9 +2607,9 @@ } }, "node_modules/filelist/node_modules/brace-expansion": { - "version": "2.0.1", - "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-2.0.1.tgz", - "integrity": "sha512-XnAIvQ8eM+kC6aULx6wuQiwVsnzsi9d3WxzV3FpWTGA19F621kwdbsAcFKXgKUHZWsy+mY6iL1sHTxWEFCytDA==", + "version": "2.0.2", + "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-2.0.2.tgz", + "integrity": "sha512-Jt0vHyM+jmUBqojB7E1NIYadt0vI0Qxjxd2TErW94wDz+E2LAm5vKMXXwg6ZZBTHPuUlDgQHKXvjGBdfcF1ZDQ==", "dev": true, "license": "MIT", "dependencies": { @@ -6252,9 +6252,9 @@ } }, "src/filesystem/node_modules/brace-expansion": { - "version": "2.0.1", - "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-2.0.1.tgz", - "integrity": "sha512-XnAIvQ8eM+kC6aULx6wuQiwVsnzsi9d3WxzV3FpWTGA19F621kwdbsAcFKXgKUHZWsy+mY6iL1sHTxWEFCytDA==", + "version": "2.0.2", + "resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-2.0.2.tgz", + "integrity": "sha512-Jt0vHyM+jmUBqojB7E1NIYadt0vI0Qxjxd2TErW94wDz+E2LAm5vKMXXwg6ZZBTHPuUlDgQHKXvjGBdfcF1ZDQ==", "license": "MIT", "dependencies": { "balanced-match": "^1.0.0" From befbacdb79723d427f674975379e35f2fe04e2d9 Mon Sep 17 00:00:00 2001 From: Zihao Lin Date: Tue, 23 Sep 2025 13:20:54 -0700 Subject: [PATCH 088/138] add Strata MCP Server to readme --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 3b271258..350060b5 100644 --- a/README.md +++ b/README.md @@ -417,6 +417,7 @@ Official integrations are maintained by companies building production ready MCP - 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 - 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. From eac56e7bcde48fb64d5a973924d05d69a7d876e6 Mon Sep 17 00:00:00 2001 From: Aonan Guan Date: Tue, 23 Sep 2025 20:59:54 -0700 Subject: [PATCH 089/138] refactor: remove redundant initialization functionality --- src/git/src/mcp_server_git/server.py | 28 +++++----------------------- 1 file changed, 5 insertions(+), 23 deletions(-) diff --git a/src/git/src/mcp_server_git/server.py b/src/git/src/mcp_server_git/server.py index a16b6010..9950da66 100644 --- a/src/git/src/mcp_server_git/server.py +++ b/src/git/src/mcp_server_git/server.py @@ -70,8 +70,7 @@ class GitShow(BaseModel): repo_path: str revision: str -class GitInit(BaseModel): - repo_path: str + class GitBranch(BaseModel): repo_path: str = Field( @@ -104,7 +103,7 @@ 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: @@ -183,12 +182,7 @@ def git_checkout(repo: git.Repo, branch_name: str) -> str: 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) @@ -308,11 +302,7 @@ 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", @@ -354,15 +344,7 @@ async def serve(repository: Path | None) -> None: 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 + # For all commands, we need an existing repo repo = git.Repo(repo_path) match name: From bbd729a9720bd13b93c3ce30e805d0e2d1fa7db4 Mon Sep 17 00:00:00 2001 From: "2slides.com" <2slideai@gmail.com> Date: Wed, 24 Sep 2025 12:14:23 +0800 Subject: [PATCH 090/138] Add official 2slides MCP Server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 3b271258..14cffd27 100644 --- a/README.md +++ b/README.md @@ -56,6 +56,7 @@ The following reference servers are now archived and can be found at [servers-ar 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. From 6382f7846d3e1955162844ac8640332fca2ee0e6 Mon Sep 17 00:00:00 2001 From: Aonan Guan Date: Tue, 23 Sep 2025 21:31:26 -0700 Subject: [PATCH 091/138] docs: update README to reflect removed initialization functionality --- src/git/README.md | 7 +------ 1 file changed, 1 insertion(+), 6 deletions(-) diff --git a/src/git/README.md b/src/git/README.md index c56ef509..3a46b01c 100644 --- a/src/git/README.md +++ b/src/git/README.md @@ -84,13 +84,8 @@ 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. From 79e31ab88390a5c9262949d29f3b474b206f6f3a Mon Sep 17 00:00:00 2001 From: 0sa0sa Date: Wed, 24 Sep 2025 23:31:35 +0900 Subject: [PATCH 092/138] add Chrome DevTools MCP --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 3b271258..f0c9828d 100644 --- a/README.md +++ b/README.md @@ -585,6 +585,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. - **[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 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. - **[Chrome history](https://github.com/vincent-pli/chrome-history-mcp)** - Talk with AI about your browser history, get fun ^_^ - **[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. From f990d51aac4adf1eadd02efe7158dd21662a7ce3 Mon Sep 17 00:00:00 2001 From: Alvaro <1841612+inercia@users.noreply.github.com> Date: Wed, 24 Sep 2025 17:47:00 +0200 Subject: [PATCH 093/138] Add MCPShell tool to README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 151f0eb0..ebe27cbb 100644 --- a/README.md +++ b/README.md @@ -929,6 +929,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. - **[mcp-screenshot-website-fast](https://github.com/just-every/mcp-screenshot-website-fast)** - High-quality screenshot capture optimized for Claude Vision API. Automatically tiles full pages into 1072x1072 chunks (1.15 megapixels) with configurable viewports and wait strategies for dynamic content. - **[mcp-server-leetcode](https://github.com/doggybee/mcp-server-leetcode)** - Practice and retrieve problems from LeetCode. Automate problem retrieval, solutions, and insights for coding practice and competitions. +- **[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. - **[Mcp-Swagger-Server](https://github.com/zaizaizhao/mcp-swagger-server)** (by zaizaizhao) - This MCP server transforms OpenAPI specifications into MCP tools, enabling AI assistants to interact with REST APIs through standardized protocol - **[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-vision](https://github.com/groundlight/mcp-vision)** - An MCP server exposing HuggingFace computer vision models such as zero-shot object detection as tools, enhancing the vision capabilities of large language or vision-language models. From d9f5e68faecbe86bf62040ff38e2ff6c9113f596 Mon Sep 17 00:00:00 2001 From: Andy Miller <1084697+rhukster@users.noreply.github.com> Date: Wed, 24 Sep 2025 12:14:40 -0600 Subject: [PATCH 094/138] Add YetiBrowser MCP to project list in README --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 151f0eb0..10101863 100644 --- a/README.md +++ b/README.md @@ -1280,6 +1280,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. From e040fe996e68eafdb3cbe96a04a48e50494a19c5 Mon Sep 17 00:00:00 2001 From: Cameron Rye Date: Wed, 24 Sep 2025 16:34:36 -0400 Subject: [PATCH 095/138] docs: add ActivityPub MCP server to community servers list Add ActivityPub MCP server by cameronrye to the community servers section. This comprehensive MCP server 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. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 151f0eb0..1583b692 100644 --- a/README.md +++ b/README.md @@ -98,6 +98,7 @@ Official integrations are maintained by companies building production ready MCP - 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. +- **[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. - 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/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. From 0912cd8100fd4cdf76bf36a906733c82ac2f6e31 Mon Sep 17 00:00:00 2001 From: Cameron Rye Date: Wed, 24 Sep 2025 16:40:13 -0400 Subject: [PATCH 096/138] fix: move ActivityPub MCP server to Community Servers section Move ActivityPub MCP server from Official Integrations to the correct Community Servers section, maintaining alphabetical order between 'Actor Critic Thinking' and 'Adobe Commerce'. --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 1583b692..abd75fd3 100644 --- a/README.md +++ b/README.md @@ -98,7 +98,6 @@ Official integrations are maintained by companies building production ready MCP - 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. -- **[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. - 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/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. @@ -495,6 +494,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. - **[Actor Critic Thinking](https://github.com/aquarius-wing/actor-critic-thinking-mcp)** - Actor-critic thinking for performance evaluation +- **[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. - **[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. - **[AgentBay](https://github.com/Michael98671/agentbay)** - An MCP server for providing serverless cloud infrastructure for AI agents. From 5e141837cec49de128ab8dae72d3dc1c193fc8ef Mon Sep 17 00:00:00 2001 From: Pierluigi Viti Date: Thu, 25 Sep 2025 10:20:08 +0200 Subject: [PATCH 097/138] feat: add commerce layer mcp local server --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index e6aa934a..c265118f 100644 --- a/README.md +++ b/README.md @@ -119,7 +119,7 @@ Official integrations are maintained by companies building production ready MCP - 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. - 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. - 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. -- Commerce Layer Logo **[Commerce Layer](https://github.com/commercelayer/mcp-server)** - Interact with Commerce Layer APIs. +- Commerce Layer Logo **[Commerce Layer](https://github.com/commercelayer/mcp-server-metrics)** - Interact with Commerce Layer Metrics API. - OSS Conductor Logo Orkes Conductor Logo**[Conductor](https://github.com/conductor-oss/conductor-mcp)** - Interact with Conductor (OSS and Orkes) REST APIs. - Confluent Logo **[Confluent](https://github.com/confluentinc/mcp-confluent)** - Interact with Confluent Kafka and Confluent Cloud REST APIs. - 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. From ef645fb8fdca72154e490001bfcee68e2eaa7f78 Mon Sep 17 00:00:00 2001 From: Tigran Manukyan Date: Thu, 25 Sep 2025 15:43:23 +0400 Subject: [PATCH 098/138] docs: add CoinStats MCP server to official integrations in README --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 151f0eb0..6a48912b 100644 --- a/README.md +++ b/README.md @@ -146,6 +146,7 @@ Official integrations are maintained by companies building production ready MCP - 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. - 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. - 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. From c8f8779f7769797ceb26c1e5dac58b045f6b51cd Mon Sep 17 00:00:00 2001 From: Daniel Elero Date: Tue, 23 Sep 2025 16:25:49 +0200 Subject: [PATCH 099/138] Add the official Plainly Videos mcp --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 151f0eb0..a5307bf7 100644 --- a/README.md +++ b/README.md @@ -354,6 +354,7 @@ Official integrations are maintained by companies building production ready MCP - **[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. - 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. From 2279192a58e6b111101cc2bf6e7f0ddbdb934dab Mon Sep 17 00:00:00 2001 From: Piotr Kolawa Date: Sun, 28 Sep 2025 14:18:53 +0200 Subject: [PATCH 100/138] Adding KRS Poland MCP Server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 151f0eb0..be542f1e 100644 --- a/README.md +++ b/README.md @@ -847,6 +847,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. - **[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. From a753cd6f3a64372b806b17aa40dbba97a0fbcc1c Mon Sep 17 00:00:00 2001 From: evalstate <1936278+evalstate@users.noreply.github.com> Date: Sun, 28 Sep 2025 17:40:11 +0100 Subject: [PATCH 101/138] fix sampling and elicitation calls for streamable http --- src/everything/everything.ts | 45 +++++++++++++++++++++++++----------- 1 file changed, 31 insertions(+), 14 deletions(-) diff --git a/src/everything/everything.ts b/src/everything/everything.ts index e8b2f672..e059b8be 100644 --- a/src/everything/everything.ts +++ b/src/everything/everything.ts @@ -1,10 +1,13 @@ import { Server } from "@modelcontextprotocol/sdk/server/index.js"; +import type { RequestHandlerExtra } from "@modelcontextprotocol/sdk/shared/protocol.js"; import { CallToolRequestSchema, ClientCapabilities, CompleteRequestSchema, CreateMessageRequest, CreateMessageResultSchema, + ElicitRequest, + ElicitResultSchema, GetPromptRequestSchema, ListPromptsRequestSchema, ListResourcesRequestSchema, @@ -14,6 +17,8 @@ import { ReadResourceRequestSchema, Resource, RootsListChangedNotificationSchema, + ServerNotification, + ServerRequest, SubscribeRequestSchema, Tool, ToolSchema, @@ -36,6 +41,8 @@ type ToolInput = z.infer; const ToolOutputSchema = ToolSchema.shape.outputSchema; type ToolOutput = z.infer; +type SendRequest = RequestHandlerExtra["sendRequest"]; + /* Input schemas for tools implemented in this server */ const EchoSchema = z.object({ message: z.string().describe("Message to echo"), @@ -220,7 +227,8 @@ export const createServer = () => { const requestSampling = async ( context: string, uri: string, - maxTokens: number = 100 + maxTokens: number = 100, + sendRequest: SendRequest ) => { const request: CreateMessageRequest = { method: "sampling/createMessage", @@ -241,22 +249,24 @@ export const createServer = () => { }, }; - return await server.request(request, CreateMessageResultSchema); + return await sendRequest(request, CreateMessageResultSchema); + }; const requestElicitation = async ( message: string, - requestedSchema: any + requestedSchema: any, + sendRequest: SendRequest ) => { - const request = { + const request: ElicitRequest = { method: 'elicitation/create', params: { message, - requestedSchema - } + requestedSchema, + }, }; - return await server.request(request, z.any()); + return await sendRequest(request, ElicitResultSchema); }; const ALL_RESOURCES: Resource[] = Array.from({ length: 100 }, (_, i) => { @@ -334,12 +344,12 @@ export const createServer = () => { throw new Error(`Unknown resource: ${uri}`); }); - server.setRequestHandler(SubscribeRequestSchema, async (request) => { + server.setRequestHandler(SubscribeRequestSchema, async (request, extra) => { const { uri } = request.params; subscriptions.add(uri); // Request sampling from client when someone subscribes - await requestSampling("A new subscription was started", uri); + await requestSampling("A new subscription was started", uri, undefined, extra.sendRequest); return {}; }); @@ -615,7 +625,8 @@ export const createServer = () => { const result = await requestSampling( prompt, ToolName.SAMPLE_LLM, - maxTokens + maxTokens, + extra.sendRequest ); return { content: [ @@ -734,14 +745,20 @@ export const createServer = () => { type: 'object', properties: { color: { type: 'string', description: 'Favorite color' }, - number: { type: 'integer', description: 'Favorite number', minimum: 1, maximum: 100 }, + number: { + type: 'integer', + description: 'Favorite number', + minimum: 1, + maximum: 100, + }, pets: { type: 'string', enum: ['cats', 'dogs', 'birds', 'fish', 'reptiles'], - description: 'Favorite pets' + description: 'Favorite pets', }, - } - } + }, + }, + extra.sendRequest ); // Handle different response actions From 9f31aa92b6f4c772a96a4ba26eb30989e1945e7d Mon Sep 17 00:00:00 2001 From: Jesse Chapman Date: Mon, 29 Sep 2025 00:11:00 -0400 Subject: [PATCH 102/138] feat: Add TextArt Tools MCP server Add TextArt Tools server to third-party servers list. Provides Unicode text styling and ASCII art generation with 23 styles and 322+ figlet fonts. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 151f0eb0..1aa97cac 100644 --- a/README.md +++ b/README.md @@ -430,6 +430,7 @@ Official integrations are maintained by companies building production ready MCP - 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) - 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 +- TextArt Tools Logo **[TextArt Tools](https://github.com/humanjesse/textarttools-mcp)** - Transform text with 23 Unicode styles and create stylized banners with 322+ figlet fonts. - 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. - ThinQ Logo **[ThinQ Connect](https://github.com/thinq-connect/thinqconnect-mcp)** - Interact with LG ThinQ smart home devices and appliances through the ThinQ Connect MCP server. From fa0797da3a8416272c704cf2532df892d6d81bb6 Mon Sep 17 00:00:00 2001 From: Jesse Chapman Date: Mon, 29 Sep 2025 00:21:20 -0400 Subject: [PATCH 103/138] fix: Update TextArtTools to be one word --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 1aa97cac..eaddece3 100644 --- a/README.md +++ b/README.md @@ -430,7 +430,7 @@ Official integrations are maintained by companies building production ready MCP - 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) - 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 -- TextArt Tools Logo **[TextArt Tools](https://github.com/humanjesse/textarttools-mcp)** - Transform text with 23 Unicode styles and create stylized banners with 322+ figlet fonts. +- TextArtTools Logo **[TextArtTools](https://github.com/humanjesse/textarttools-mcp)** - Transform text with 23 Unicode styles and create stylized banners with 322+ figlet fonts. - 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. - ThinQ Logo **[ThinQ Connect](https://github.com/thinq-connect/thinqconnect-mcp)** - Interact with LG ThinQ smart home devices and appliances through the ThinQ Connect MCP server. From 2550353d83ae5de8d25faddaf676757c3bfa586c Mon Sep 17 00:00:00 2001 From: mikeschecht <127637146+mikeschecht@users.noreply.github.com> Date: Mon, 29 Sep 2025 05:02:17 -0700 Subject: [PATCH 104/138] Added AX-Platform to the list of Community Servers. (#2723) * Added AX-Platform to the list of Community Servers. [AX-Platform](https://github.com/AX-MCP/PaxAI)** - AI Agent collaboration platform. Collaborate on tasks, share context, and coordinate workflows. * Update README.md --------- Co-authored-by: michaelschecht Co-authored-by: adam jones --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 151f0eb0..70d68cab 100644 --- a/README.md +++ b/README.md @@ -533,6 +533,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. +- **[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. - **[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. From dad51a26ed7ea6e39e8100cdb4e037a0e14fc8c7 Mon Sep 17 00:00:00 2001 From: Jason Summer <58369680+jasonsum@users.noreply.github.com> Date: Mon, 29 Sep 2025 07:02:39 -0500 Subject: [PATCH 105/138] Add Snowflake-Labs mcp server (#2724) * Add Snowflake-Labs MCP server to community server * Shorten description --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 70d68cab..b62f1813 100644 --- a/README.md +++ b/README.md @@ -1146,6 +1146,7 @@ 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. From be3fdee7358970db3599dea39b531c5ff0c7736b Mon Sep 17 00:00:00 2001 From: Javier Re Date: Mon, 29 Sep 2025 09:05:17 -0300 Subject: [PATCH 106/138] Add Lippia MCP Server entry to README (#2698) * Add Lippia MCP Server entry to README * Update README.md Change link to repo for getting started Co-authored-by: Ola Hungerford --------- Co-authored-by: Ola Hungerford --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index b62f1813..049c6a24 100644 --- a/README.md +++ b/README.md @@ -274,6 +274,7 @@ 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. From 28dcd95b3b01354b692a4843079065656f26d284 Mon Sep 17 00:00:00 2001 From: "Abraham J. Olaobaju" <39011309+bajoski34@users.noreply.github.com> Date: Mon, 29 Sep 2025 13:06:28 +0100 Subject: [PATCH 107/138] Add Flutterwave API integration to README (#2748) * Add Flutterwave API integration to README * Update README.md --------- Co-authored-by: adam jones --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 049c6a24..5327c818 100644 --- a/README.md +++ b/README.md @@ -198,6 +198,7 @@ Official integrations are maintained by companies building production ready MCP - 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. - ForeverVM Logo **[ForeverVM](https://github.com/jamsocket/forevervm/tree/main/javascript/mcp-server)** - Run Python in a code sandbox. +- Flutterwave Logo **[Flutterwave](https://github.com/bajoski34/mcp-flutterwave/tree/main)** - Interact with Flutterwave payment solutions API, to manage transactions, payment links and more. - GibsonAI Logo **[GibsonAI](https://github.com/GibsonAI/mcp)** - AI-Powered Cloud databases: Build, migrate, and deploy database instances with AI - 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. - Gitea Logo **[Gitea](https://gitea.com/gitea/gitea-mcp)** - Interact with Gitea instances with MCP. From 2ed965b0d9539d1e414461dccd7badd9b24bc3a6 Mon Sep 17 00:00:00 2001 From: Scott Wittrock Date: Mon, 29 Sep 2025 12:10:15 -0400 Subject: [PATCH 108/138] Add Customer.io integration to README --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 5327c818..33060b2d 100644 --- a/README.md +++ b/README.md @@ -159,6 +159,7 @@ Official integrations are maintained by companies building production ready MCP - 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. - 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/). +- Customer.io Logo **[Customer.io](https://customer.io/)** - 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. - 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. From 388674a5a5cda06fbda1032c879e7a502e04a888 Mon Sep 17 00:00:00 2001 From: Scott Wittrock Date: Mon, 29 Sep 2025 12:14:44 -0400 Subject: [PATCH 109/138] Update Customer.io link in README to point to the documentation for AI integration --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 33060b2d..cc7c159a 100644 --- a/README.md +++ b/README.md @@ -159,7 +159,7 @@ Official integrations are maintained by companies building production ready MCP - 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. - 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/). -- Customer.io Logo **[Customer.io](https://customer.io/)** - 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. +- 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. - 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. From 04a1a23d8cfff0653fc73db66bb175625c9acd99 Mon Sep 17 00:00:00 2001 From: Marcus Asker Date: Tue, 30 Sep 2025 14:37:37 +0200 Subject: [PATCH 110/138] Add PinMeTo MCP server entry to README --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 5327c818..2ef5a6fa 100644 --- a/README.md +++ b/README.md @@ -156,6 +156,7 @@ Official integrations are maintained by companies building production ready MCP - Couchbase Logo **[Couchbase](https://github.com/Couchbase-Ecosystem/mcp-server-couchbase)** - Interact with the data stored in Couchbase clusters. - 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. +- PinMeTo logo **[PinMeTo](https://github.com/PinMeTo/pinmeto-location-mcp)** - MCP server that enables users with authorized credentials to unlock their location data. - 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. - 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/). From 8b648c351b934d9a37c479695995ec0ef1a99003 Mon Sep 17 00:00:00 2001 From: Recep Yavuz Date: Tue, 30 Sep 2025 21:26:06 +0300 Subject: [PATCH 111/138] Added SendGrid MCP link to the README --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 5327c818..2043fab0 100644 --- a/README.md +++ b/README.md @@ -1132,6 +1132,7 @@ 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/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 From de3a87123efdcf7a65f3191dfd3186c189041f35 Mon Sep 17 00:00:00 2001 From: Gabe Flores Date: Tue, 30 Sep 2025 15:07:32 -0500 Subject: [PATCH 112/138] add official sql server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 5327c818..849ddaa0 100644 --- a/README.md +++ b/README.md @@ -417,6 +417,7 @@ Official integrations are maintained by companies building production ready MCP - 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. - 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/) From 7cc09c1554690b9f46ec9a37a1a2b40f4b00f108 Mon Sep 17 00:00:00 2001 From: Gabe Flores Date: Tue, 30 Sep 2025 15:10:23 -0500 Subject: [PATCH 113/138] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 849ddaa0..cc41ee3b 100644 --- a/README.md +++ b/README.md @@ -417,7 +417,7 @@ Official integrations are maintained by companies building production ready MCP - 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/) +- 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. - 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/) From 8ccff10d547269e384ec1ddadbd02b314b5861fd Mon Sep 17 00:00:00 2001 From: Gabe Flores Date: Tue, 30 Sep 2025 15:12:36 -0500 Subject: [PATCH 114/138] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index cc41ee3b..48dd8cc0 100644 --- a/README.md +++ b/README.md @@ -417,7 +417,7 @@ Official integrations are maintained by companies building production ready MCP - 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/) +- 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. - 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/) From a10950f7a305c3b7f4923729b645eb4799a906bf Mon Sep 17 00:00:00 2001 From: Ivan Murzak Date: Tue, 30 Sep 2025 21:43:05 -0700 Subject: [PATCH 115/138] Add Unity MCP project to README --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 5327c818..9a3a060d 100644 --- a/README.md +++ b/README.md @@ -1233,6 +1233,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[uniswap-poolspy-mcp](https://github.com/kukapay/uniswap-poolspy-mcp)** - An MCP server that tracks newly created liquidity pools on Uniswap across nine blockchain networks. - **[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 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. - **[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. - **[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). From 7479cd9b7d05276eae2b25af837907994c0bae1e Mon Sep 17 00:00:00 2001 From: David Cabal Date: Wed, 1 Oct 2025 16:11:38 -0500 Subject: [PATCH 116/138] add kalendis-mcp to README --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 5327c818..c96a5dea 100644 --- a/README.md +++ b/README.md @@ -247,6 +247,7 @@ Official integrations are maintained by companies building production ready MCP - 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. - 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. - 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. - 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. From c8279bfa2178c087a586c93c82f589ed06ed9f31 Mon Sep 17 00:00:00 2001 From: Luciano Benzadon Date: Fri, 3 Oct 2025 13:03:08 +0200 Subject: [PATCH 117/138] Add Bitnovo Pay MCP server to third-party integrations Added Bitnovo Pay MCP server to the official integrations list. Bitnovo Pay is a cryptocurrency payment integration that enables AI agents to: - Create cryptocurrency payments (Bitcoin, Ethereum, USDC, etc.) - Generate and manage payment QR codes - Process transactions through the Bitnovo Pay API - Query payment status and webhook events - Access cryptocurrency catalog with filtering Repository: https://github.com/bitnovo/mcp-bitnovo-pay NPM Package: @bitnovopay/mcp-bitnovo-pay --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 5327c818..f37d4e1d 100644 --- a/README.md +++ b/README.md @@ -108,6 +108,7 @@ Official integrations are maintained by companies building production ready MCP - 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. - BICScan Logo **[BICScan](https://github.com/ahnlabio/bicscan-mcp)** - Risk score / asset holdings of EVM blockchain address (EOA, CA, ENS) and even domain names. - 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). +- 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. - 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. From 88069cce015383720c4a4938a8e8d6967cead12f Mon Sep 17 00:00:00 2001 From: Sharan Multani <1847452+smultani@users.noreply.github.com> Date: Mon, 6 Oct 2025 11:46:57 -0400 Subject: [PATCH 118/138] Mixpanel MCP server info Adding Mixpanel MCP server info --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index c17b3746..dfb7a117 100644 --- a/README.md +++ b/README.md @@ -299,6 +299,7 @@ Official integrations are maintained by companies building production ready MCP - 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. From 8cbe4394f8d0873fa0e5b13b46572b3dee0a2516 Mon Sep 17 00:00:00 2001 From: Sharan Multani <1847452+smultani@users.noreply.github.com> Date: Mon, 6 Oct 2025 11:56:38 -0400 Subject: [PATCH 119/138] Changing icon Changing icon --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index dfb7a117..ba921c36 100644 --- a/README.md +++ b/README.md @@ -299,7 +299,7 @@ Official integrations are maintained by companies building production ready MCP - 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. +- 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. From a7f8c1d549ac3db05722a02d3219eb3dc3a3343e Mon Sep 17 00:00:00 2001 From: aiyakitori <223540761+aiyakitori@users.noreply.github.com> Date: Mon, 6 Oct 2025 12:42:04 -0700 Subject: [PATCH 120/138] Add Kiln to integration list --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index c17b3746..c28c4e44 100644 --- a/README.md +++ b/README.md @@ -251,6 +251,7 @@ Official integrations are maintained by companies building production ready MCP - 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). - Klavis Logo **[Klavis ReportGen](https://github.com/Klavis-AI/klavis/tree/main/mcp_servers/report_generation)** - Create professional reports from a simple user query. From fa9a65869c0572c4ccf0b9db0228ee259493b9d5 Mon Sep 17 00:00:00 2001 From: Jacopo Tagliabue Date: Mon, 6 Oct 2025 15:52:20 -0400 Subject: [PATCH 121/138] Add Bauplan to MCP list --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index c17b3746..2356bfc7 100644 --- a/README.md +++ b/README.md @@ -106,6 +106,7 @@ Official integrations are maintained by companies building production ready 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. - 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/). From e6516f38e0ab7f72ef5ac3dd5b976a747e213cf0 Mon Sep 17 00:00:00 2001 From: 0sa0sa Date: Tue, 7 Oct 2025 15:47:51 +0900 Subject: [PATCH 122/138] Move Chrome DevTools MCP to Official Integrations MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Moved Chrome DevTools MCP from Third-Party Servers section to Official Integrations section, positioned alphabetically between Chroma and Chronulus AI. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index f0c9828d..d699f2df 100644 --- a/README.md +++ b/README.md @@ -131,6 +131,7 @@ Official integrations are maintained by companies building production ready MCP - 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 DevTools Logo **[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 @@ -585,7 +586,6 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. - **[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 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. - **[Chrome history](https://github.com/vincent-pli/chrome-history-mcp)** - Talk with AI about your browser history, get fun ^_^ - **[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. From 42433949ecbc1116dd380b0df251fdfb5fa08487 Mon Sep 17 00:00:00 2001 From: 0sa0sa Date: Tue, 7 Oct 2025 23:23:31 +0900 Subject: [PATCH 123/138] Update Chrome DevTools logo to official Chrome favicon MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Changed logo URL to official Chrome favicon and updated alt text to "Chrome". 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index d699f2df..fc9dc1e1 100644 --- a/README.md +++ b/README.md @@ -131,7 +131,7 @@ Official integrations are maintained by companies building production ready MCP - 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 DevTools Logo **[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. +- 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 From eabbce3c6bf6619053232c1f958847062da863e0 Mon Sep 17 00:00:00 2001 From: Oguz Ceylan Date: Wed, 8 Oct 2025 02:19:15 +0200 Subject: [PATCH 124/138] Add Playwright Wizard MCP server to community servers --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 3bb0005d..6a175165 100644 --- a/README.md +++ b/README.md @@ -1082,6 +1082,7 @@ 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. @@ -1499,3 +1500,4 @@ If you find MCP servers useful, please consider starring the repository and cont --- Managed by Anthropic, but built together with the community. The Model Context Protocol is open source and we encourage everyone to contribute their own servers and improvements! + From 232258426e97797b24f28814629b69a179e9eb7e Mon Sep 17 00:00:00 2001 From: Olivier Chafik Date: Wed, 8 Oct 2025 17:44:24 +0100 Subject: [PATCH 125/138] add zip tool to everything server (demonstrates consuming and producing URIs, incl. data URIs) --- package-lock.json | 100 +++++++++++++++++++++++++++++++++++ src/everything/everything.ts | 42 +++++++++++++++ src/everything/package.json | 1 + 3 files changed, 143 insertions(+) diff --git a/package-lock.json b/package-lock.json index 0f706418..143dab7f 100644 --- a/package-lock.json +++ b/package-lock.json @@ -2158,6 +2158,12 @@ "resolved": "https://registry.npmjs.org/cookie-signature/-/cookie-signature-1.0.6.tgz", "integrity": "sha512-QADzlaHc8icV8I7vbaJXJwod9HWYp8uCqf1xa4OfNu1T7JVxQIrUgOWtHdNDtPiywmFbiS12VjotIXLrKM3orQ==" }, + "node_modules/core-util-is": { + "version": "1.0.3", + "resolved": "https://registry.npmjs.org/core-util-is/-/core-util-is-1.0.3.tgz", + "integrity": "sha512-ZQBvi1DcpJ4GDqanjucZ2Hj3wEO5pZDS89BWbkcrvdxksJorwUDDZamX9ldFkp9aw2lmBDLgkObEA4DWNJ9FYQ==", + "license": "MIT" + }, "node_modules/cors": { "version": "2.8.5", "resolved": "https://registry.npmjs.org/cors/-/cors-2.8.5.tgz", @@ -2914,6 +2920,12 @@ "node": ">=0.10.0" } }, + "node_modules/immediate": { + "version": "3.0.6", + "resolved": "https://registry.npmjs.org/immediate/-/immediate-3.0.6.tgz", + "integrity": "sha512-XXOFtyqDjNDAQxVfYxuF7g9Il/IbWmmlQg2MYKOH8ExIT1qg6xc4zyS3HaEEATgs1btfzxq15ciUiY7gjSXRGQ==", + "license": "MIT" + }, "node_modules/import-local": { "version": "3.2.0", "resolved": "https://registry.npmjs.org/import-local/-/import-local-3.2.0.tgz", @@ -3044,6 +3056,12 @@ "url": "https://github.com/sponsors/sindresorhus" } }, + "node_modules/isarray": { + "version": "1.0.0", + "resolved": "https://registry.npmjs.org/isarray/-/isarray-1.0.0.tgz", + "integrity": "sha512-VLghIWNM6ELQzo7zwmcg0NmTVyWKYjvIeM83yjp0wRDTmUnrM678fQbcKBo6n2CJEF0szoG//ytg+TKla89ALQ==", + "license": "MIT" + }, "node_modules/isexe": { "version": "2.0.0", "resolved": "https://registry.npmjs.org/isexe/-/isexe-2.0.0.tgz", @@ -4165,6 +4183,18 @@ "node": ">=6" } }, + "node_modules/jszip": { + "version": "3.10.1", + "resolved": "https://registry.npmjs.org/jszip/-/jszip-3.10.1.tgz", + "integrity": "sha512-xXDvecyTpGLrqFrvkrUSoxxfJI5AH7U8zxxtVclpsUtMCq4JQ290LY8AW5c7Ggnr/Y/oK+bQMbqK2qmtk3pN4g==", + "license": "(MIT OR GPL-3.0-or-later)", + "dependencies": { + "lie": "~3.3.0", + "pako": "~1.0.2", + "readable-stream": "~2.3.6", + "setimmediate": "^1.0.5" + } + }, "node_modules/kleur": { "version": "3.0.3", "resolved": "https://registry.npmjs.org/kleur/-/kleur-3.0.3.tgz", @@ -4185,6 +4215,15 @@ "node": ">=6" } }, + "node_modules/lie": { + "version": "3.3.0", + "resolved": "https://registry.npmjs.org/lie/-/lie-3.3.0.tgz", + "integrity": "sha512-UaiMJzeWRlEujzAuw5LokY1L5ecNQYZKfmyZ9L7wDHb/p5etKaxXhohBcrw0EYby+G/NA52vRSN4N39dxHAIwQ==", + "license": "MIT", + "dependencies": { + "immediate": "~3.0.5" + } + }, "node_modules/lines-and-columns": { "version": "1.2.4", "resolved": "https://registry.npmjs.org/lines-and-columns/-/lines-and-columns-1.2.4.tgz", @@ -4501,6 +4540,12 @@ "integrity": "sha512-UEZIS3/by4OC8vL3P2dTXRETpebLI2NiI5vIrjaD/5UtrkFX/tNbwjTSRAGC/+7CAo2pIcBaRgWmcBBHcsaCIw==", "license": "BlueOak-1.0.0" }, + "node_modules/pako": { + "version": "1.0.11", + "resolved": "https://registry.npmjs.org/pako/-/pako-1.0.11.tgz", + "integrity": "sha512-4hLB8Py4zZce5s4yd9XzopqwVv/yGNhV1Bl8NTmCq1763HeK2+EwVTv+leGeL13Dnh2wfbqowVPXCIO0z4taYw==", + "license": "(MIT AND Zlib)" + }, "node_modules/parse-json": { "version": "5.2.0", "resolved": "https://registry.npmjs.org/parse-json/-/parse-json-5.2.0.tgz", @@ -4659,6 +4704,12 @@ "url": "https://github.com/chalk/ansi-styles?sponsor=1" } }, + "node_modules/process-nextick-args": { + "version": "2.0.1", + "resolved": "https://registry.npmjs.org/process-nextick-args/-/process-nextick-args-2.0.1.tgz", + "integrity": "sha512-3ouUOpQhtgrbOa17J7+uxOTpITYWaGP7/AhoR3+A+/1e9skrzelGi/dXzEYyvbxubEF6Wn2ypscTKiKJFFn1ag==", + "license": "MIT" + }, "node_modules/prompts": { "version": "2.4.2", "resolved": "https://registry.npmjs.org/prompts/-/prompts-2.4.2.tgz", @@ -4765,6 +4816,27 @@ "dev": true, "license": "MIT" }, + "node_modules/readable-stream": { + "version": "2.3.8", + "resolved": "https://registry.npmjs.org/readable-stream/-/readable-stream-2.3.8.tgz", + "integrity": "sha512-8p0AUk4XODgIewSi0l8Epjs+EVnWiK7NoDIEGU0HhE7+ZyY8D1IMY7odu5lRrFXGg71L15KG8QrPmum45RTtdA==", + "license": "MIT", + "dependencies": { + "core-util-is": "~1.0.0", + "inherits": "~2.0.3", + "isarray": "~1.0.0", + "process-nextick-args": "~2.0.0", + "safe-buffer": "~5.1.1", + "string_decoder": "~1.1.1", + "util-deprecate": "~1.0.1" + } + }, + "node_modules/readable-stream/node_modules/safe-buffer": { + "version": "5.1.2", + "resolved": "https://registry.npmjs.org/safe-buffer/-/safe-buffer-5.1.2.tgz", + "integrity": "sha512-Gd2UZBJDkXlY7GbJxfsE8/nvKkUEU1G38c1siN6QP6a9PT9MmHB8GnpscSmMJSoF8LOIrt8ud/wPtojys4G6+g==", + "license": "MIT" + }, "node_modules/rechoir": { "version": "0.6.2", "resolved": "https://registry.npmjs.org/rechoir/-/rechoir-0.6.2.tgz", @@ -4969,6 +5041,12 @@ "node": ">= 0.8.0" } }, + "node_modules/setimmediate": { + "version": "1.0.5", + "resolved": "https://registry.npmjs.org/setimmediate/-/setimmediate-1.0.5.tgz", + "integrity": "sha512-MATJdZp8sLqDl/68LfQmbP8zKPLQNV6BIZoIgrscFDQ+RsvK/BxeDQOgyxKKoh0y/8h3BqVFnCqQ/gd+reiIXA==", + "license": "MIT" + }, "node_modules/setprototypeof": { "version": "1.2.0", "resolved": "https://registry.npmjs.org/setprototypeof/-/setprototypeof-1.2.0.tgz", @@ -5170,6 +5248,21 @@ "node": ">= 0.8" } }, + "node_modules/string_decoder": { + "version": "1.1.1", + "resolved": "https://registry.npmjs.org/string_decoder/-/string_decoder-1.1.1.tgz", + "integrity": "sha512-n/ShnvDi6FHbbVfviro+WojiFzv+s8MPMHBczVePfUpDJLwoLT0ht1l4YwBCbi8pJAveEEdnkHyPyTP/mzRfwg==", + "license": "MIT", + "dependencies": { + "safe-buffer": "~5.1.0" + } + }, + "node_modules/string_decoder/node_modules/safe-buffer": { + "version": "5.1.2", + "resolved": "https://registry.npmjs.org/safe-buffer/-/safe-buffer-5.1.2.tgz", + "integrity": "sha512-Gd2UZBJDkXlY7GbJxfsE8/nvKkUEU1G38c1siN6QP6a9PT9MmHB8GnpscSmMJSoF8LOIrt8ud/wPtojys4G6+g==", + "license": "MIT" + }, "node_modules/string-length": { "version": "4.0.2", "resolved": "https://registry.npmjs.org/string-length/-/string-length-4.0.2.tgz", @@ -5561,6 +5654,12 @@ "punycode": "^2.1.0" } }, + "node_modules/util-deprecate": { + "version": "1.0.2", + "resolved": "https://registry.npmjs.org/util-deprecate/-/util-deprecate-1.0.2.tgz", + "integrity": "sha512-EPD5q1uXyFxJpCrLnCc1nHnq3gOa6DZBocAIiI2TaSCA7VCJ1UJDMagCzIkXNsUYfD1daK//LTEQ8xiIbrHtcw==", + "license": "MIT" + }, "node_modules/utils-merge": { "version": "1.0.1", "resolved": "https://registry.npmjs.org/utils-merge/-/utils-merge-1.0.1.tgz", @@ -5831,6 +5930,7 @@ "@modelcontextprotocol/sdk": "^1.18.0", "cors": "^2.8.5", "express": "^4.21.1", + "jszip": "^3.10.1", "zod": "^3.23.8", "zod-to-json-schema": "^3.23.5" }, diff --git a/src/everything/everything.ts b/src/everything/everything.ts index e059b8be..5f062e86 100644 --- a/src/everything/everything.ts +++ b/src/everything/everything.ts @@ -30,6 +30,7 @@ import { zodToJsonSchema } from "zod-to-json-schema"; import { readFileSync } from "fs"; import { fileURLToPath } from "url"; import { dirname, join } from "path"; +import JSZip from "jszip"; const __filename = fileURLToPath(import.meta.url); const __dirname = dirname(__filename); @@ -129,6 +130,10 @@ const StructuredContentSchema = { }) }; +const ZipResourcesInputSchema = z.object({ + files: z.record(z.string().url().describe("URL of the file to include in the zip")).describe("Mapping of file names to URLs to include in the zip"), +}); + enum ToolName { ECHO = "echo", ADD = "add", @@ -141,6 +146,7 @@ enum ToolName { ELICITATION = "startElicitation", GET_RESOURCE_LINKS = "getResourceLinks", STRUCTURED_CONTENT = "structuredContent", + ZIP_RESOURCES = "zip", LIST_ROOTS = "listRoots" } @@ -535,6 +541,11 @@ export const createServer = () => { inputSchema: zodToJsonSchema(StructuredContentSchema.input) as ToolInput, outputSchema: zodToJsonSchema(StructuredContentSchema.output) as ToolOutput, }, + { + name: ToolName.ZIP_RESOURCES, + description: " a tool that would transform an image resource (passed by URL) by cropping it, and returns the result as a resource link.", + inputSchema: zodToJsonSchema(ZipResourcesInputSchema) as ToolInput, + } ]; if (clientCapabilities!.roots) tools.push ({ name: ToolName.LIST_ROOTS, @@ -847,6 +858,37 @@ export const createServer = () => { }; } + if (name === ToolName.ZIP_RESOURCES) { + const { files } = ZipResourcesInputSchema.parse(args); + + const zip = new JSZip(); + + for (const [fileName, fileUrl] of Object.entries(files)) { + try { + const response = await fetch(fileUrl); + if (!response.ok) { + throw new Error(`Failed to fetch ${fileUrl}: ${response.statusText}`); + } + const arrayBuffer = await response.arrayBuffer(); + zip.file(fileName, arrayBuffer); + } catch (error) { + throw new Error(`Error fetching file ${fileUrl}: ${error instanceof Error ? error.message : String(error)}`); + } + } + + const uri = `data:application/zip;base64,${await zip.generateAsync({ type: "base64" })}`; + + return { + content: [ + { + type: "resource_link", + mimeType: "application/zip", + uri, + }, + ], + }; + } + if (name === ToolName.LIST_ROOTS) { ListRootsSchema.parse(args); diff --git a/src/everything/package.json b/src/everything/package.json index e388922d..ca5964f9 100644 --- a/src/everything/package.json +++ b/src/everything/package.json @@ -25,6 +25,7 @@ "@modelcontextprotocol/sdk": "^1.18.0", "cors": "^2.8.5", "express": "^4.21.1", + "jszip": "^3.10.1", "zod": "^3.23.8", "zod-to-json-schema": "^3.23.5" }, From d6e218d0f88bf0f03fa6b05cdf87d0c209b89289 Mon Sep 17 00:00:00 2001 From: Olivier Chafik Date: Wed, 8 Oct 2025 17:53:52 +0100 Subject: [PATCH 126/138] Update everything.ts --- src/everything/everything.ts | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/everything/everything.ts b/src/everything/everything.ts index 5f062e86..5086364d 100644 --- a/src/everything/everything.ts +++ b/src/everything/everything.ts @@ -543,7 +543,7 @@ export const createServer = () => { }, { name: ToolName.ZIP_RESOURCES, - description: " a tool that would transform an image resource (passed by URL) by cropping it, and returns the result as a resource link.", + description: "Compresses the provided resource files (mapping of name to URI, which can be a data URI) to a zip file, which it returns as a data URI resource link.", inputSchema: zodToJsonSchema(ZipResourcesInputSchema) as ToolInput, } ]; From 4372d2a329996418ff1214c11d1d414cab436259 Mon Sep 17 00:00:00 2001 From: Franklin Moormann Date: Fri, 10 Oct 2025 07:27:27 -0400 Subject: [PATCH 127/138] Add Console Automation MCP server (#2814) * Add Console Automation MCP server Production-ready MCP server for AI-driven console automation and monitoring. Features 40 tools for session management, SSH, testing, monitoring, and background jobs. Like Playwright for terminal applications. - Added to Third-Party Servers section (alphabetically positioned) - GitHub: https://github.com/ooples/mcp-console-automation * Remove duplicate Console Automation entry from README Removed duplicate entry for Console Automation in the README. --------- Co-authored-by: franklinic --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 2e5dbcf3..ce9f438b 100644 --- a/README.md +++ b/README.md @@ -630,6 +630,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. - **[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. From f5da33def58460f431e0674ba9460afd47985008 Mon Sep 17 00:00:00 2001 From: Peter Adam Korodi <52385411+kp-cat@users.noreply.github.com> Date: Fri, 10 Oct 2025 13:30:31 +0200 Subject: [PATCH 128/138] Add ConfigCat MCP server to official servers (#2827) --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index ce9f438b..2c6db133 100644 --- a/README.md +++ b/README.md @@ -155,6 +155,7 @@ Official integrations are maintained by companies building production ready MCP - Commerce Layer Logo **[Commerce Layer](https://github.com/commercelayer/mcp-server-metrics)** - Interact with Commerce Layer Metrics API. - OSS Conductor Logo Orkes Conductor Logo**[Conductor](https://github.com/conductor-oss/conductor-mcp)** - Interact with Conductor (OSS and Orkes) REST APIs. - 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. +- 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. - 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. From 1ea00325f2d6415eccde8f88abe47b7c85146b75 Mon Sep 17 00:00:00 2001 From: janwilmake <97664551+janwilmake@users.noreply.github.com> Date: Fri, 10 Oct 2025 13:32:28 +0200 Subject: [PATCH 129/138] Add Parallel Task MCP (#2829) * Update README.md * Update README.md --------- Co-authored-by: adam jones --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 2c6db133..4b083299 100644 --- a/README.md +++ b/README.md @@ -359,6 +359,7 @@ Official integrations are maintained by companies building production ready MCP - 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. - 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. - **[Patronus AI](https://github.com/patronus-ai/patronus-mcp-server)** - Test, evaluate, and optimize AI agents and RAG apps +- Parallel Logo **[Parallel Task MCP](https://github.com/parallel-web/task-mcp)** - Initiate Deep Research and Batch Tasks - 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. - 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. From 272f7b587b857bd4abe8d7fb730a031ae8c96641 Mon Sep 17 00:00:00 2001 From: AdsMCP Date: Fri, 10 Oct 2025 19:33:14 +0800 Subject: [PATCH 130/138] Add new TikTok Ads MCP server to the existing list (#2832) Co-authored-by: tomatostranger --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 4b083299..1621176a 100644 --- a/README.md +++ b/README.md @@ -1232,6 +1232,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. +- **[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. - **[TigerGraph](https://github.com/custom-discoveries/TigerGraph_MCP)** - A community built MCP server that interacts with TigerGraph Graph Database. - **[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. From 5df7307592b39bb3657f985757cf388aa9a125db Mon Sep 17 00:00:00 2001 From: Marcus Asker Date: Fri, 10 Oct 2025 13:34:48 +0200 Subject: [PATCH 131/138] Update README.md (#2834) --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 1621176a..bfe30ffa 100644 --- a/README.md +++ b/README.md @@ -163,7 +163,6 @@ Official integrations are maintained by companies building production ready MCP - Couchbase Logo **[Couchbase](https://github.com/Couchbase-Ecosystem/mcp-server-couchbase)** - Interact with the data stored in Couchbase clusters. - 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. -- PinMeTo logo **[PinMeTo](https://github.com/PinMeTo/pinmeto-location-mcp)** - MCP server that enables users with authorized credentials to unlock their location data. - 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. - 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/). @@ -1088,6 +1087,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. - **[Pinecone](https://github.com/sirmews/mcp-pinecone)** - MCP server for searching and uploading records to Pinecone. Allows for simple RAG features, leveraging Pinecone's Inference API. - **[Pinner MCP](https://github.com/safedep/pinner-mcp)** - An MCP server for pinning GitHub Actions and container base images to their immutable SHA hashes to prevent supply chain attacks. +- PinMeTo logo **[PinMeTo](https://github.com/PinMeTo/pinmeto-location-mcp)** - MCP server that enables users with authorized credentials to unlock their location data. - **[Pixelle MCP](https://github.com/AIDC-AI/Pixelle-MCP)** - An omnimodal AIGC framework that seamlessly converts ComfyUI workflows into MCP tools with zero code, enabling full-modal support for Text, Image, Sound, and Video generation with Chainlit-based web interface. - **[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 From a76ad3f176c83b699574db14b110230296596d72 Mon Sep 17 00:00:00 2001 From: Ale Bles Date: Fri, 10 Oct 2025 13:37:38 +0200 Subject: [PATCH 132/138] Add Improve Digital publisher MCP to list of Community servers (#2835) --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index bfe30ffa..c859ad05 100644 --- a/README.md +++ b/README.md @@ -244,6 +244,7 @@ Official integrations are maintained by companies building production ready MCP - 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 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) - Inkeep Logo **[Inkeep](https://github.com/inkeep/mcp-server-python)** - RAG Search over your content powered by [Inkeep](https://inkeep.com) From bce8a5912637b59f3ff370edf3d3143ff8bdcc6e Mon Sep 17 00:00:00 2001 From: Deepak Tiwari <152267501+deepak-scan@users.noreply.github.com> Date: Fri, 10 Oct 2025 17:10:45 +0530 Subject: [PATCH 133/138] Update README.md (#2838) --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index c859ad05..e3b5a8ec 100644 --- a/README.md +++ b/README.md @@ -1230,6 +1230,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. From be59dbbba77f8d9f67622404def60b17b2ac69ae Mon Sep 17 00:00:00 2001 From: Lev Gelfenbuim Date: Fri, 10 Oct 2025 14:40:55 +0300 Subject: [PATCH 134/138] Add HTML to Markdown MCP server (#2837) Adds html-to-markdown-mcp server that converts web pages to clean Markdown format. Features: - Fetches and converts HTML from URLs - Converts raw HTML to Markdown - Handles large pages with automatic file saving - Bypasses token limits with saveToFile parameter - Comprehensive test suite with 13 tests - Available on npm: html-to-markdown-mcp Co-authored-by: Lev Gelfenbuim --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index e3b5a8ec..67c16bc3 100644 --- a/README.md +++ b/README.md @@ -810,6 +810,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. - **[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. From b0aa869a41072064d07d1caaf2e4a1488794187a Mon Sep 17 00:00:00 2001 From: Daniel Schwartz <79050388+daniel-schwartz-k@users.noreply.github.com> Date: Fri, 10 Oct 2025 14:42:01 +0300 Subject: [PATCH 135/138] doc: added readme for Kaltura MCP (#2839) --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 67c16bc3..dbc5f562 100644 --- a/README.md +++ b/README.md @@ -257,6 +257,7 @@ Official integrations are maintained by companies building production ready MCP - 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. - 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. - 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. From a48d6b2072c28b567c1ebfd9cf95ff311436b042 Mon Sep 17 00:00:00 2001 From: adam jones Date: Fri, 10 Oct 2025 12:42:13 +0100 Subject: [PATCH 136/138] Move pinmeto MCP back into official servers (#2840) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit * Revert "Update README.md (#2834)" This reverts commit 5df7307592b39bb3657f985757cf388aa9a125db. * Fix alphabetical ordering of PinMeTo in official servers Moved PinMeTo from C section to correct position in P section, between Pinecone Assistant and Pipedream. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude --------- Co-authored-by: Claude --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index dbc5f562..a65db32d 100644 --- a/README.md +++ b/README.md @@ -369,6 +369,7 @@ Official integrations are maintained by companies building production ready MCP - 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. - **[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. @@ -1090,7 +1091,6 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. - **[Pinecone](https://github.com/sirmews/mcp-pinecone)** - MCP server for searching and uploading records to Pinecone. Allows for simple RAG features, leveraging Pinecone's Inference API. - **[Pinner MCP](https://github.com/safedep/pinner-mcp)** - An MCP server for pinning GitHub Actions and container base images to their immutable SHA hashes to prevent supply chain attacks. -- PinMeTo logo **[PinMeTo](https://github.com/PinMeTo/pinmeto-location-mcp)** - MCP server that enables users with authorized credentials to unlock their location data. - **[Pixelle MCP](https://github.com/AIDC-AI/Pixelle-MCP)** - An omnimodal AIGC framework that seamlessly converts ComfyUI workflows into MCP tools with zero code, enabling full-modal support for Text, Image, Sound, and Video generation with Chainlit-based web interface. - **[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 From 1d47d6bfb710947400095ac15da7413f0b967404 Mon Sep 17 00:00:00 2001 From: 2pac Date: Fri, 10 Oct 2025 13:45:37 +0200 Subject: [PATCH 137/138] docs: desplega.ai qa-use community server (#2796) * chore: desplega.ai qa-use MCP * Update README.md Co-authored-by: Ola Hungerford --------- Co-authored-by: adam jones Co-authored-by: Ola Hungerford --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index a65db32d..0dae8cce 100644 --- a/README.md +++ b/README.md @@ -1114,6 +1114,7 @@ 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. From 23b8279aaac99c79a411b411c779e189f7668888 Mon Sep 17 00:00:00 2001 From: cliffhall Date: Fri, 10 Oct 2025 16:05:26 -0400 Subject: [PATCH 138/138] Do not initiate sampling on resource subscription. * In everything.ts - remove the automatic sampling call in the resource handler for SubscribeRequestSchema --- src/everything/everything.ts | 5 +---- 1 file changed, 1 insertion(+), 4 deletions(-) diff --git a/src/everything/everything.ts b/src/everything/everything.ts index 5086364d..465cd519 100644 --- a/src/everything/everything.ts +++ b/src/everything/everything.ts @@ -353,9 +353,6 @@ export const createServer = () => { server.setRequestHandler(SubscribeRequestSchema, async (request, extra) => { const { uri } = request.params; subscriptions.add(uri); - - // Request sampling from client when someone subscribes - await requestSampling("A new subscription was started", uri, undefined, extra.sendRequest); return {}; }); @@ -877,7 +874,7 @@ export const createServer = () => { } const uri = `data:application/zip;base64,${await zip.generateAsync({ type: "base64" })}`; - + return { content: [ {