From 6f8ef87a8dbcca8cf7d7332cf4fb3fbf0b76729d Mon Sep 17 00:00:00 2001 From: Yu Ishikawa Date: Wed, 19 Feb 2025 09:23:49 +0900 Subject: [PATCH 001/190] Add a community MCP server for Vertex AI Search Signed-off-by: Yu Ishikawa --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 19fd5174..dff02dd6 100644 --- a/README.md +++ b/README.md @@ -121,6 +121,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Google Calendar](https://github.com/v-3/google-calendar)** - Integration with Google Calendar to check schedules, find time, and add/delete events - **[Google Calendar](https://github.com/nspady/google-calendar-mcp)** - Google Calendar MCP Server for managing Google calendar events. Also supports searching for events by attributes like title and location. - **[Google Custom Search](https://github.com/adenot/mcp-google-search)** - Provides Google Search results via the Google Custom Search API +- **[Google Vertex AI Search](https://github.com/ubie-oss/mcp-vertexai-search)** - Provides Google Vertex AI Search results by grounding a Gemini model with your own private data - **[Google Tasks](https://github.com/zcaceres/gtasks-mcp)** - Google Tasks API Model Context Protocol Server. - **[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. From 7ae1567d57850131de376cf4ccc941732b416cdb Mon Sep 17 00:00:00 2001 From: Stefan Szeider Date: Fri, 28 Feb 2025 20:18:05 +0100 Subject: [PATCH 002/190] Add my servers DPLP and Solver to README.md --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index cbe0dcb4..a70b1be7 100644 --- a/README.md +++ b/README.md @@ -109,6 +109,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Dify](https://github.com/YanxingLiu/dify-mcp-server)** - A simple implementation of an MCP server for dify workflows. - **[Discord](https://github.com/v-3/discordmcp)** - A MCP server to connect to Discord guilds through a bot and read and write messages in channels - **[Docker](https://github.com/ckreiling/mcp-server-docker)** - Integrate with Docker to manage containers, images, volumes, and networks. +- **[DPLP](https://github.com/szeider/mcp-dblp)** - Searches the [DBLP](https://dblp.org) computer science bibliography database. - **[Drupal](https://github.com/Omedia/mcp-server-drupal)** - Server for interacting with [Drupal](https://www.drupal.org/project/mcp) using STDIO transport layer. - **[Elasticsearch](https://github.com/cr7258/elasticsearch-mcp-server)** - MCP server implementation that provides Elasticsearch interaction. - **[ElevenLabs](https://github.com/mamertofabian/elevenlabs-mcp-server)** - A server that integrates with ElevenLabs text-to-speech API capable of generating full voiceovers with multiple voices. @@ -186,6 +187,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Scholarly](https://github.com/adityak74/mcp-scholarly)** - A MCP server to search for scholarly and academic articles. - **[SearXNG](https://github.com/ihor-sokoliuk/mcp-searxng)** - A Model Context Protocol Server for [SearXNG](https://docs.searxng.org) - **[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. +- **[Solver](https://github.com/szeider/mcp-solver)** - Solves constraint satisfaction and optimization problems . - **[Spotify](https://github.com/varunneal/spotify-mcp)** - This MCP allows an LLM to play and use Spotify. - **[Stripe](https://github.com/atharvagupta2003/mcp-stripe)** - This MCP allows integration with Stripe for handling payments, customers, and refunds. - **[TMDB](https://github.com/Laksh-star/mcp-server-tmdb)** - This MCP server integrates with The Movie Database (TMDB) API to provide movie information, search capabilities, and recommendations. From caccb7d9a144afdccf996b20013c8af30831623b Mon Sep 17 00:00:00 2001 From: Gero Posmyk-Leinemann Date: Tue, 4 Mar 2025 16:20:56 +0000 Subject: [PATCH 003/190] [community server] Add geropl/git-mcp-go Tool: gitpod/catfood.gitpod.cloud --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 214f636b..947584e4 100644 --- a/README.md +++ b/README.md @@ -118,6 +118,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Fetch](https://github.com/zcaceres/fetch-mcp)** - A server that flexibly fetches HTML, JSON, Markdown, or plaintext. - **[FireCrawl](https://github.com/vrknetha/mcp-server-firecrawl)** - Advanced web scraping with JavaScript rendering, PDF support, and smart rate limiting - **[FlightRadar24](https://github.com/sunsetcoder/flightradar24-mcp-server)** - A Claude Desktop MCP server that helps you track flights in real-time using Flightradar24 data. +- **[Git](https://github.com/geropl/git-mcp-go)** - Allows LLM to interact with a local git repository, incl. optional push support. - **[Glean](https://github.com/longyi1207/glean-mcp-server)** - A server that uses Glean API to search and chat. - **[Gmail](https://github.com/GongRzhe/Gmail-MCP-Server)** - A Model Context Protocol (MCP) server for Gmail integration in Claude Desktop with auto authentication support. - **[Goal Story](https://github.com/hichana/goalstory-mcp)** - a Goal Tracker and Visualization Tool for personal and professional development. From 7b4080c839dfa22ea8004a2478be4b98aca2f2f2 Mon Sep 17 00:00:00 2001 From: Yu Ishikawa Date: Thu, 13 Mar 2025 14:06:51 +0900 Subject: [PATCH 004/190] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index dff02dd6..e265a305 100644 --- a/README.md +++ b/README.md @@ -121,8 +121,8 @@ A growing set of community-developed and maintained servers demonstrates various - **[Google Calendar](https://github.com/v-3/google-calendar)** - Integration with Google Calendar to check schedules, find time, and add/delete events - **[Google Calendar](https://github.com/nspady/google-calendar-mcp)** - Google Calendar MCP Server for managing Google calendar events. Also supports searching for events by attributes like title and location. - **[Google Custom Search](https://github.com/adenot/mcp-google-search)** - Provides Google Search results via the Google Custom Search API -- **[Google Vertex AI Search](https://github.com/ubie-oss/mcp-vertexai-search)** - Provides Google Vertex AI Search results by grounding a Gemini model with your own private data - **[Google Tasks](https://github.com/zcaceres/gtasks-mcp)** - Google Tasks API Model Context Protocol Server. +- **[Google Vertex AI Search](https://github.com/ubie-oss/mcp-vertexai-search)** - Provides Google Vertex AI Search results by grounding a Gemini model with your own private data - **[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. - **[HubSpot](https://github.com/buryhuang/mcp-hubspot)** - HubSpot CRM integration for managing contacts and companies. Create and retrieve CRM data directly through Claude chat. From ad515a73ec1ea8ccf0e9a75056acaee0163d7c44 Mon Sep 17 00:00:00 2001 From: Talib Kareem Date: Thu, 13 Mar 2025 20:42:42 -0400 Subject: [PATCH 005/190] Add ClickUp MCP Server to Community Servers --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index b3c7ed16..14294aec 100644 --- a/README.md +++ b/README.md @@ -112,6 +112,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[ChatSum](https://github.com/mcpso/mcp-server-chatsum)** - Query and Summarize chat messages with LLM. by [mcpso](https://mcp.so) - **[Chroma](https://github.com/privetin/chroma)** - Vector database server for semantic document search and metadata filtering, built on Chroma - **[ClaudePost](https://github.com/ZilongXue/claude-post)** - ClaudePost enables seamless email management for Gmail, offering secure features like email search, reading, and sending. +- **[ClickUp](https://github.com/TaazKareem/clickup-mcp-server)** - MCP server for ClickUp task management, supporting task creation, updates, bulk operations, and markdown descriptions. - **[Cloudinary](https://github.com/felores/cloudinary-mcp-server)** - Cloudinary Model Context Protocol Server to upload media to Cloudinary and get back the media link and details. - **[code-executor](https://github.com/bazinga012/mcp_code_executor)** - An MCP server that allows LLMs to execute Python code within a specified Conda environment. - **[code-sandbox-mcp](https://github.com/Automata-Labs-team/code-sandbox-mcp)** - An MCP server to create secure code sandbox environment for executing code within Docker containers. From 4bf34bc8a981c32b8ad9a26d0957e579a3fe157d Mon Sep 17 00:00:00 2001 From: kukapay Date: Sat, 22 Mar 2025 04:11:10 +0800 Subject: [PATCH 006/190] Add 5 crypto-related mcp servers: pancakeswap-poolspy, thegraph, token-minter, uniswap-poolspy, uniswap-trader --- README.md | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/README.md b/README.md index acdc3624..cb9d78bd 100644 --- a/README.md +++ b/README.md @@ -273,6 +273,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[OpenDota](https://github.com/asusevski/opendota-mcp-server)** - Interact with OpenDota API to retrieve Dota 2 match data, player statistics, and more. - **[OpenRPC](https://github.com/shanejonas/openrpc-mpc-server)** - Interact with and discover JSON-RPC APIs via [OpenRPC](https://open-rpc.org). - **[Open Strategy Partners Marketing Tools](https://github.com/open-strategy-partners/osp_marketing_tools)** - Content editing codes, value map, and positioning tools for product marketing. +- **[pancakeswap-poolspy-mcp](https://github.com/kukapay/pancakeswap-poolspy-mcp)** - An MCP server that tracks newly created liquidity pools on Pancake Swap. - **[Pandoc](https://github.com/vivekVells/mcp-pandoc)** - MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more. - **[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. @@ -309,10 +310,14 @@ A growing set of community-developed and maintained servers demonstrates various - **[TMDB](https://github.com/Laksh-star/mcp-server-tmdb)** - This MCP server integrates with The Movie Database (TMDB) API to provide movie information, search capabilities, and recommendations. - **[Tavily search](https://github.com/RamXX/mcp-tavily)** - An MCP server for Tavily's search & news API, with explicit site inclusions/exclusions - **[Terminal-Control](https://github.com/GongRzhe/terminal-controller-mcp)** - A MCP server that enables secure terminal command execution, directory navigation, and file system operations through a standardized interface. +- **[thegraph-mcp](https://github.com/kukapay/thegraph-mcp)** - An MCP server that powers AI agents with indexed blockchain data from The Graph. - **[Ticketmaster](https://github.com/delorenj/mcp-server-ticketmaster)** - Search for events, venues, and attractions through the Ticketmaster Discovery API - **[Todoist](https://github.com/abhiz123/todoist-mcp-server)** - Interact with Todoist to manage your tasks. +- **[token-minter-mcp](https://github.com/kukapay/token-minter-mcp)** - An MCP server providing tools for AI agents to mint ERC-20 tokens across multiple blockchains. - **[Typesense](https://github.com/suhail-ak-s/mcp-typesense-server)** - A Model Context Protocol (MCP) server implementation that provides AI models with access to Typesense search capabilities. This server enables LLMs to discover, search, and analyze data stored in Typesense collections. - **[Travel Planner](https://github.com/GongRzhe/TRAVEL-PLANNER-MCP-Server)** - Travel planning and itinerary management server integrating with Google Maps API for location search, place details, and route calculations. +- **[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. - **[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. - **[Vega-Lite](https://github.com/isaacwasserman/mcp-vegalite-server)** - Generate visualizations from fetched data using the VegaLite format and renderer. From 13e2e0ea79719a8e499ea02ba4d0a99ca2876c42 Mon Sep 17 00:00:00 2001 From: Austin Date: Fri, 21 Mar 2025 13:33:06 -0700 Subject: [PATCH 007/190] Add CoinMarketCap server for complete API access --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index acdc3624..86083b80 100644 --- a/README.md +++ b/README.md @@ -151,6 +151,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[code-sandbox-mcp](https://github.com/Automata-Labs-team/code-sandbox-mcp)** - An MCP server to create secure code sandbox environment for executing code within Docker containers. - **[cognee-mcp](https://github.com/topoteretes/cognee/tree/main/cognee-mcp)** - GraphRAG memory server with customizable ingestion, data processing and search - **[coin_api_mcp](https://github.com/longmans/coin_api_mcp)** - Provides access to [coinmarketcap](https://coinmarketcap.com/) cryptocurrency data. +- **[CoinMarketCap](https://github.com/shinzo-labs/coinmarketcap-mcp)** - Implements the complete [CoinMarketCap](https://coinmarketcap.com/) API for accessing cryptocurrency market data, exchange information, and other blockchain-related metrics. - **[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. - **[crypto-feargreed-mcp](https://github.com/kukapay/crypto-feargreed-mcp)** - Providing real-time and historical Crypto Fear & Greed Index data. - **[cryptopanic-mcp-server](https://github.com/kukapay/cryptopanic-mcp-server)** - Providing latest cryptocurrency news to AI agents, powered by CryptoPanic. From 3c198294d586a28567798b97e1c0808ad0836fe4 Mon Sep 17 00:00:00 2001 From: Steve Goodman Date: Fri, 21 Mar 2025 23:02:38 +0000 Subject: [PATCH 008/190] Update README.md with Createve.AI Nexus Server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index acdc3624..134a0ca5 100644 --- a/README.md +++ b/README.md @@ -152,6 +152,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[cognee-mcp](https://github.com/topoteretes/cognee/tree/main/cognee-mcp)** - GraphRAG memory server with customizable ingestion, data processing and search - **[coin_api_mcp](https://github.com/longmans/coin_api_mcp)** - Provides access to [coinmarketcap](https://coinmarketcap.com/) cryptocurrency data. - **[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. +- **[CreateveAI Nexus](https://github.com/spgoodman/createveai-nexus-server)** - Open-Source Bridge Between AI Agents and Enterprise Systems, with simple custom API plug-in capabilities (including close compatibility with ComfyUI nodes), support for Copilot Studio's MCP agent integations, and support for Azure deployment in secure environments with secrets stored in Azure Key Vault, as well as straightforward on-premises deployment. - **[crypto-feargreed-mcp](https://github.com/kukapay/crypto-feargreed-mcp)** - Providing real-time and historical Crypto Fear & Greed Index data. - **[cryptopanic-mcp-server](https://github.com/kukapay/cryptopanic-mcp-server)** - Providing latest cryptocurrency news to AI agents, powered by CryptoPanic. - **[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). From 8126d3b29a6f3399ddb913424581888bf12ab16f Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Matth=C3=ADas=20P=C3=A1ll=20Gissurarson?= Date: Sat, 22 Mar 2025 04:56:50 +0100 Subject: [PATCH 009/190] Add lsp-mcp to community servers --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index acdc3624..6f37d19b 100644 --- a/README.md +++ b/README.md @@ -223,6 +223,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. - **[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. - **[Lightdash](https://github.com/syucream/lightdash-mcp-server)** - Interact with [Lightdash](https://www.lightdash.com/), a BI tool. +- **[lsp-mcp](https://github.com/Tritlo/lsp-mcp)** - Interact with Language Server Protocols to provide additional context information via hover, code actions and completions - **[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. - **[LINE](https://github.com/amornpan/py-mcp-line)** (by amornpan) - Implementation for LINE Bot integration that enables Language Models to read and analyze LINE conversations through a standardized interface. Features asynchronous operation, comprehensive logging, webhook event handling, and support for various message types. From d0ceb87323043ffef083577474e997604edd307a Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Matth=C3=ADas=20P=C3=A1ll=20Gissurarson?= Date: Sat, 22 Mar 2025 05:28:49 +0100 Subject: [PATCH 010/190] FIx description and add period. --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 6f37d19b..1a5ca2f8 100644 --- a/README.md +++ b/README.md @@ -223,7 +223,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. - **[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. - **[Lightdash](https://github.com/syucream/lightdash-mcp-server)** - Interact with [Lightdash](https://www.lightdash.com/), a BI tool. -- **[lsp-mcp](https://github.com/Tritlo/lsp-mcp)** - Interact with Language Server Protocols to provide additional context information via hover, code actions and completions +- **[lsp-mcp](https://github.com/Tritlo/lsp-mcp)** - Interact with Language Servers usint the Language Server Protocol to provide additional context information via hover, code actions and completions. - **[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. - **[LINE](https://github.com/amornpan/py-mcp-line)** (by amornpan) - Implementation for LINE Bot integration that enables Language Models to read and analyze LINE conversations through a standardized interface. Features asynchronous operation, comprehensive logging, webhook event handling, and support for various message types. From d6ba04b711f7f048aa5af8ce6a3bc8519c9717ce Mon Sep 17 00:00:00 2001 From: tszhim_tech Date: Sun, 23 Mar 2025 01:30:43 +0800 Subject: [PATCH 011/190] Add Plane MCP --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index acdc3624..cb31fed1 100644 --- a/README.md +++ b/README.md @@ -278,6 +278,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. - **[Placid.app](https://github.com/felores/placid-mcp-server)** - Generate image and video creatives using Placid.app templates - **[Playwright](https://github.com/executeautomation/mcp-playwright)** - This MCP Server will help you run browser automation and webscraping using Playwright +- **[Plane](https://github.com/kelvin6365/plane-mcp-server)** - This MCP Server will help you to manage projects and issues through Plane's API - **[Postman](https://github.com/shannonlal/mcp-postman)** - MCP server for running Postman Collections locally via Newman. Allows for simple execution of Postman Server and returns the results of whether the collection passed all the tests. - **[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. From c1d51a9a4c73098ccdb9ee7fc0e78e7d748e473f Mon Sep 17 00:00:00 2001 From: Vortiago Date: Sat, 22 Mar 2025 18:43:48 +0100 Subject: [PATCH 012/190] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index acdc3624..a1eb90bf 100644 --- a/README.md +++ b/README.md @@ -273,6 +273,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[OpenDota](https://github.com/asusevski/opendota-mcp-server)** - Interact with OpenDota API to retrieve Dota 2 match data, player statistics, and more. - **[OpenRPC](https://github.com/shanejonas/openrpc-mpc-server)** - Interact with and discover JSON-RPC APIs via [OpenRPC](https://open-rpc.org). - **[Open Strategy Partners Marketing Tools](https://github.com/open-strategy-partners/osp_marketing_tools)** - Content editing codes, value map, and positioning tools for product marketing. +- **[Outline](https://github.com/Vortiago/mcp-outline)** - MCP Server to interact with [Outline](https://www.getoutline.com) knowledge base to search, read, create, and manage documents and their content, access collections, add comments, and manage document backlinks. - **[Pandoc](https://github.com/vivekVells/mcp-pandoc)** - MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more. - **[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. From 8ce0779b038f0b28fc94d8405ac19612a603aa80 Mon Sep 17 00:00:00 2001 From: Samuel Gursky Date: Sat, 22 Mar 2025 15:27:11 -0400 Subject: [PATCH 013/190] Add DaVinci Resolve MCP server to community servers list --- README.md | 13 +++++++------ 1 file changed, 7 insertions(+), 6 deletions(-) diff --git a/README.md b/README.md index acdc3624..55888f60 100644 --- a/README.md +++ b/README.md @@ -156,6 +156,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[cryptopanic-mcp-server](https://github.com/kukapay/cryptopanic-mcp-server)** - Providing latest cryptocurrency news to AI agents, powered by CryptoPanic. - **[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! +- **[DaVinci Resolve](https://github.com/samuelgursky/davinci-resolve-mcp)** - MCP server integration for DaVinci Resolve providing powerful tools for video editing, color grading, media management, and project control. - **[Dataset Viewer](https://github.com/privetin/dataset-viewer)** - Browse and analyze Hugging Face datasets with features like search, filtering, statistics, and data export - **[DBHub](https://github.com/bytebase/dbhub/)** - Universal database MCP server connecting to MySQL, PostgreSQL, SQLite, DuckDB and etc. - **[DeepSeek MCP Server](https://github.com/DMontgomery40/deepseek-mcp-server)** - Model Context Protocol server integrating DeepSeek's advanced language models, in addition to [other useful API endpoints](https://github.com/DMontgomery40/deepseek-mcp-server?tab=readme-ov-file#features) @@ -340,7 +341,7 @@ These are high-level frameworks that make it easier to build MCP servers or clie ### For servers * **[EasyMCP](https://github.com/zcaceres/easy-mcp/)** (TypeScript) -- **[FastAPI to MCP auto generator](https://github.com/tadata-org/fastapi_mcp)** – A zero-configuration tool for automatically exposing FastAPI endpoints as MCP tools by **[Tadata](https://tadata.com/)** +- **[FastAPI to MCP auto generator](https://github.com/tadata-org/fastapi_mcp)** – A zero-configuration tool for automatically exposing FastAPI endpoints as MCP tools by **[Tadata](https://tadata.com/)** * **[FastMCP](https://github.com/punkpeye/fastmcp)** (TypeScript) * **[Foxy Contexts](https://github.com/strowk/foxy-contexts)** – A library to build MCP servers in Golang by **[strowk](https://github.com/strowk)** * **[MCP-Framework](https://mcp-framework.com)** Build MCP servers with elegance and speed in Typescript. Comes with a CLI to create your project with `mcp create app`. Get started with your first server in under 5 minutes by **[Alex Andru](https://github.com/QuantGeekDev)** @@ -360,25 +361,25 @@ Additional resources on MCP. - **[Awesome MCP Servers by appcypher](https://github.com/appcypher/awesome-mcp-servers)** - A curated list of MCP servers by **[Stephen Akinyemi](https://github.com/appcypher)** - **[Awesome MCP Servers by punkpeye](https://github.com/punkpeye/awesome-mcp-servers)** (**[website](https://glama.ai/mcp/servers)**) - A curated list of MCP servers by **[Frank Fiegel](https://github.com/punkpeye)** - **[Awesome MCP Servers by wong2](https://github.com/wong2/awesome-mcp-servers)** (**[website](https://mcpservers.org)**) - A curated list of MCP servers by **[wong2](https://github.com/wong2)** -- **[Discord Server](https://glama.ai/mcp/discord)** – A community discord server dedicated to MCP by **[Frank Fiegel](https://github.com/punkpeye)** +- **[Discord Server](https://glama.ai/mcp/discord)** – A community discord server dedicated to MCP by **[Frank Fiegel](https://github.com/punkpeye)** - **[Discord Server (ModelContextProtocol)](https://discord.gg/jHEGxQu2a5)** – Connect with developers, share insights, and collaborate on projects in an active Discord community dedicated to the Model Context Protocol by **[Alex Andru](https://github.com/QuantGeekDev)** - **[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)** - **[MCP Servers Hub](https://github.com/apappascs/mcp-servers-hub)** (**[website](https://mcp-servers-hub-website.pages.dev/)**) - A curated list of MCP servers by **[apappascs](https://github.com/apappascs)** -- **[MCP X Community](https://x.com/i/communities/1861891349609603310)** – A X community for MCP by **[Xiaoyi](https://x.com/chxy)** +- **[MCP X Community](https://x.com/i/communities/1861891349609603310)** – A X community for MCP by **[Xiaoyi](https://x.com/chxy)** - **[mcp-cli](https://github.com/wong2/mcp-cli)** - A CLI inspector for the Model Context Protocol by **[wong2](https://github.com/wong2)** - **[mcp-get](https://mcp-get.com)** - Command line tool for installing and managing MCP servers by **[Michael Latman](https://github.com/michaellatman)** - **[mcp-guardian](https://github.com/eqtylab/mcp-guardian)** - GUI application + tools for proxying / managing control of MCP servers by **[EQTY Lab](https://eqtylab.io)** - **[mcp-manager](https://github.com/zueai/mcp-manager)** - Simple Web UI to install and manage MCP servers for Claude Desktop by **[Zue](https://github.com/zueai)** -- **[MCPHub](https://github.com/Jeamee/MCPHub-Desktop)** – An Open Source MacOS & Windows GUI Desktop app for discovering, installing and managing MCP servers by **[Jeamee](https://github.com/jeamee)** +- **[MCPHub](https://github.com/Jeamee/MCPHub-Desktop)** – An Open Source MacOS & Windows GUI Desktop app for discovering, installing and managing MCP servers by **[Jeamee](https://github.com/jeamee)** - **[mcp.run](https://mcp.run)** - A hosted registry and control plane to install & run secure + portable MCP Servers. - **[mcp-dockmaster](https://mcp-dockmaster.com)** - An Open-Sourced UI to install and manage MCP servers for Windows, Linux and MacOS. - mkinf Logo **[mkinf](https://mkinf.io)** - An Open Source registry of hosted MCP Servers to accelerate AI agent workflows. - **[Open-Sourced MCP Servers Directory](https://github.com/chatmcp/mcp-directory)** - A curated list of MCP servers by **[mcpso](https://mcp.so)** - OpenTools Logo **[OpenTools](https://opentools.com)** - An open registry for finding, installing, and building with MCP servers by **[opentoolsteam](https://github.com/opentoolsteam)** - **[PulseMCP](https://www.pulsemcp.com)** ([API](https://www.pulsemcp.com/api)) - Community hub & weekly newsletter for discovering MCP servers, clients, articles, and news by **[Tadas Antanavicius](https://github.com/tadasant)**, **[Mike Coughlin](https://github.com/macoughl)**, and **[Ravina Patel](https://github.com/ravinahp)** -- **[r/mcp](https://www.reddit.com/r/mcp)** – A Reddit community dedicated to MCP by **[Frank Fiegel](https://github.com/punkpeye)** -- **[r/modelcontextprotocol](https://www.reddit.com/r/modelcontextprotocol)** – A Model Context Protocol community Reddit page - discuss ideas, get answers to your questions, network with like-minded people, and showcase your projects! by **[Alex Andru](https://github.com/QuantGeekDev)** +- **[r/mcp](https://www.reddit.com/r/mcp)** – A Reddit community dedicated to MCP by **[Frank Fiegel](https://github.com/punkpeye)** +- **[r/modelcontextprotocol](https://www.reddit.com/r/modelcontextprotocol)** – A Model Context Protocol community Reddit page - discuss ideas, get answers to your questions, network with like-minded people, and showcase your projects! by **[Alex Andru](https://github.com/QuantGeekDev)** - **[Smithery](https://smithery.ai/)** - A registry of MCP servers to find the right tools for your LLM agents by **[Henry Mao](https://github.com/calclavia)** From 38faf4e7d6301460b8fd793ccec2201cb32ca1d6 Mon Sep 17 00:00:00 2001 From: jimmyhzhang Date: Sat, 22 Mar 2025 21:20:42 -0700 Subject: [PATCH 014/190] Adding Deep Research MCP server MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Adding Deep Research MCP server to the community MCP server list. Youtube：https://youtu.be/_a7sfo5yxoI Github：https://github.com/reading-plus-ai/mcp-server-deep-research --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index acdc3624..cc29b48c 100644 --- a/README.md +++ b/README.md @@ -158,6 +158,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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! - **[Dataset Viewer](https://github.com/privetin/dataset-viewer)** - Browse and analyze Hugging Face datasets with features like search, filtering, statistics, and data export - **[DBHub](https://github.com/bytebase/dbhub/)** - Universal database MCP server connecting to MySQL, PostgreSQL, SQLite, DuckDB and etc. +- **[Deep Research](https://github.com/reading-plus-ai/mcp-server-deep-research)** - Lightweight MCP server offering Grok/OpenAI/Gemini/Perplexity-style automated deep research exploration and structured reporting. - **[DeepSeek MCP Server](https://github.com/DMontgomery40/deepseek-mcp-server)** - Model Context Protocol server integrating DeepSeek's advanced language models, in addition to [other useful API endpoints](https://github.com/DMontgomery40/deepseek-mcp-server?tab=readme-ov-file#features) - **[Deepseek_R1](https://github.com/66julienmartin/MCP-server-Deepseek_R1)** - A Model Context Protocol (MCP) server implementation connecting Claude Desktop with DeepSeek's language models (R1/V3) - **[deepseek-thinker-mcp](https://github.com/ruixingshi/deepseek-thinker-mcp)** - A MCP (Model Context Protocol) provider Deepseek reasoning content to MCP-enabled AI Clients, like Claude Desktop. Supports access to Deepseek's thought processes from the Deepseek API service or from a local Ollama server. From 3a2a070490537492e165d5d97203dcbfa264413b Mon Sep 17 00:00:00 2001 From: Bury Huang Date: Sun, 23 Mar 2025 00:52:34 -0700 Subject: [PATCH 015/190] add mcp server: Computer-Use - Remote MacOS Use --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index acdc3624..72856ea0 100644 --- a/README.md +++ b/README.md @@ -151,6 +151,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[code-sandbox-mcp](https://github.com/Automata-Labs-team/code-sandbox-mcp)** - An MCP server to create secure code sandbox environment for executing code within Docker containers. - **[cognee-mcp](https://github.com/topoteretes/cognee/tree/main/cognee-mcp)** - GraphRAG memory server with customizable ingestion, data processing and search - **[coin_api_mcp](https://github.com/longmans/coin_api_mcp)** - Provides access to [coinmarketcap](https://coinmarketcap.com/) cryptocurrency data. +- **[Computer-Use - Remote MacOS Use](https://github.com/baryhuang/mcp-remote-macos-use)** - Computer-Use for remote MacOs: A MCP server that allow LLM to remote control any remote MacOS machines natively. - **[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. - **[crypto-feargreed-mcp](https://github.com/kukapay/crypto-feargreed-mcp)** - Providing real-time and historical Crypto Fear & Greed Index data. - **[cryptopanic-mcp-server](https://github.com/kukapay/cryptopanic-mcp-server)** - Providing latest cryptocurrency news to AI agents, powered by CryptoPanic. From 40f98e8697cd6987fe9e1f21b0e50e916ced818e Mon Sep 17 00:00:00 2001 From: Shy2593666979 <2593666979@qq.com> Date: Sun, 23 Mar 2025 22:10:30 +0800 Subject: [PATCH 016/190] Add MCP Email Server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index acdc3624..54614ec8 100644 --- a/README.md +++ b/README.md @@ -172,6 +172,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[dune-analytics-mcp](https://github.com/kukapay/dune-analytics-mcp)** - A mcp server that bridges Dune Analytics data to AI agents. - **[Elasticsearch](https://github.com/cr7258/elasticsearch-mcp-server)** - MCP server implementation that provides Elasticsearch interaction. - **[ElevenLabs](https://github.com/mamertofabian/elevenlabs-mcp-server)** - A server that integrates with ElevenLabs text-to-speech API capable of generating full voiceovers with multiple voices. +- **[Email](https://github.com/Shy2593666979/mcp-server-email)** - This server enables users to send emails through various email providers, including Gmail, Outlook, Yahoo, Sina, Sohu, 126, 163, and QQ Mail. It also supports attaching files from specified directories, making it easy to upload attachments along with the email content. - **[Ergo Blockchain MCP](https://github.com/marctheshark3/ergo-mcp)** -An MCP server to integrate Ergo Blockchain Node and Explorer APIs for checking address balances, analyzing transactions, viewing transaction history, performing forensic analysis of addresses, searching for tokens, and monitoring network status. - **[Eunomia](https://github.com/whataboutyou-ai/eunomia-MCP-server)** - Extension of the Eunomia framework that connects Eunomia instruments with MCP servers - **[EVM MCP Server](https://github.com/mcpdotdirect/evm-mcp-server)** - Comprehensive blockchain services for 30+ EVM networks, supporting native tokens, ERC20, NFTs, smart contracts, transactions, and ENS resolution. From b73e320b3b48475470f7856c275217c20e78d8cf Mon Sep 17 00:00:00 2001 From: Sonny Lazuardi Date: Sun, 23 Mar 2025 22:44:28 +0800 Subject: [PATCH 017/190] Add Talk To Figma MCP --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index acdc3624..e76b4852 100644 --- a/README.md +++ b/README.md @@ -306,6 +306,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Spotify](https://github.com/varunneal/spotify-mcp)** - This MCP allows an LLM to play and use Spotify. - **[Starwind UI](https://github.com/Boston343/starwind-ui-mcp/)** - This MCP provides relevant commands, documentation, and other information to allow LLMs to take full advantage of Starwind UI's open source Astro components. - **[Stripe](https://github.com/atharvagupta2003/mcp-stripe)** - This MCP allows integration with Stripe for handling payments, customers, and refunds. +- **[Talk To Figma](https://github.com/sonnylazuardi/cursor-talk-to-figma-mcp)** - This MCP server allows LLMs to interact to communicate with Figma for reading designs and modifying them programmatically. - **[TMDB](https://github.com/Laksh-star/mcp-server-tmdb)** - This MCP server integrates with The Movie Database (TMDB) API to provide movie information, search capabilities, and recommendations. - **[Tavily search](https://github.com/RamXX/mcp-tavily)** - An MCP server for Tavily's search & news API, with explicit site inclusions/exclusions - **[Terminal-Control](https://github.com/GongRzhe/terminal-controller-mcp)** - A MCP server that enables secure terminal command execution, directory navigation, and file system operations through a standardized interface. From 6f47208d5a6cecd972efff2bd74010221324e32b Mon Sep 17 00:00:00 2001 From: rishab koul <42373934+rishabkoul@users.noreply.github.com> Date: Sun, 23 Mar 2025 21:21:34 +0530 Subject: [PATCH 018/190] Added iTerm MCP Server in Community Servers --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index acdc3624..e8dc707c 100644 --- a/README.md +++ b/README.md @@ -213,6 +213,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Inoyu](https://github.com/sergehuber/inoyu-mcp-unomi-server)** - Interact with an Apache Unomi CDP customer data platform to retrieve and update customer profiles - **[Intercom](https://github.com/raoulbia-ai/mcp-server-for-intercom)** - An MCP-compliant server for retrieving customer support tickets from Intercom. This tool enables AI assistants like Claude Desktop and Cline to access and analyze your Intercom support tickets. - **[iTerm MCP](https://github.com/ferrislucas/iterm-mcp)** - Integration with iTerm2 terminal emulator for macOS, enabling LLMs to execute and monitor terminal commands. +- **[iTerm MCP Server](https://github.com/rishabkoul/TerminalMcp) - A Model Context Protocol (MCP) server implementation for iTerm2 terminal integration. Able to manage multiple iTerm Sessions - **[JavaFX](https://github.com/mcpso/mcp-server-javafx)** - 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, sqllite and [more](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc#supported-jdbc-variants). - **[JSON](https://github.com/GongRzhe/JSON-MCP-Server)** - JSON handling and processing server with advanced query capabilities using JSONPath syntax and support for array, string, numeric, and date operations. From 6c9c7b5f4ec220f085b621cfd3aebbf1c6d5cd96 Mon Sep 17 00:00:00 2001 From: rishab koul <42373934+rishabkoul@users.noreply.github.com> Date: Sun, 23 Mar 2025 21:23:37 +0530 Subject: [PATCH 019/190] Added Iterm Mcp Server --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index e8dc707c..a79948b2 100644 --- a/README.md +++ b/README.md @@ -213,7 +213,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Inoyu](https://github.com/sergehuber/inoyu-mcp-unomi-server)** - Interact with an Apache Unomi CDP customer data platform to retrieve and update customer profiles - **[Intercom](https://github.com/raoulbia-ai/mcp-server-for-intercom)** - An MCP-compliant server for retrieving customer support tickets from Intercom. This tool enables AI assistants like Claude Desktop and Cline to access and analyze your Intercom support tickets. - **[iTerm MCP](https://github.com/ferrislucas/iterm-mcp)** - Integration with iTerm2 terminal emulator for macOS, enabling LLMs to execute and monitor terminal commands. -- **[iTerm MCP Server](https://github.com/rishabkoul/TerminalMcp) - A Model Context Protocol (MCP) server implementation for iTerm2 terminal integration. Able to manage multiple iTerm Sessions +- **[iTerm MCP Server](https://github.com/rishabkoul/iTerm-MCP-Server) - A Model Context Protocol (MCP) server implementation for iTerm2 terminal integration. Able to manage multiple iTerm Sessions - **[JavaFX](https://github.com/mcpso/mcp-server-javafx)** - 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, sqllite and [more](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc#supported-jdbc-variants). - **[JSON](https://github.com/GongRzhe/JSON-MCP-Server)** - JSON handling and processing server with advanced query capabilities using JSONPath syntax and support for array, string, numeric, and date operations. From 133dd1ce9bd7e190f2a9a459dc1a996570585a5d Mon Sep 17 00:00:00 2001 From: rishab koul <42373934+rishabkoul@users.noreply.github.com> Date: Sun, 23 Mar 2025 21:25:14 +0530 Subject: [PATCH 020/190] Iterm Mcp Server --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index a79948b2..3e970889 100644 --- a/README.md +++ b/README.md @@ -213,7 +213,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Inoyu](https://github.com/sergehuber/inoyu-mcp-unomi-server)** - Interact with an Apache Unomi CDP customer data platform to retrieve and update customer profiles - **[Intercom](https://github.com/raoulbia-ai/mcp-server-for-intercom)** - An MCP-compliant server for retrieving customer support tickets from Intercom. This tool enables AI assistants like Claude Desktop and Cline to access and analyze your Intercom support tickets. - **[iTerm MCP](https://github.com/ferrislucas/iterm-mcp)** - Integration with iTerm2 terminal emulator for macOS, enabling LLMs to execute and monitor terminal commands. -- **[iTerm MCP Server](https://github.com/rishabkoul/iTerm-MCP-Server) - A Model Context Protocol (MCP) server implementation for iTerm2 terminal integration. Able to manage multiple iTerm Sessions +- [iTerm MCP Server](https://github.com/rishabkoul/iTerm-MCP-Server) - A Model Context Protocol (MCP) server implementation for iTerm2 terminal integration. Able to manage multiple iTerm Sessions - **[JavaFX](https://github.com/mcpso/mcp-server-javafx)** - 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, sqllite and [more](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc#supported-jdbc-variants). - **[JSON](https://github.com/GongRzhe/JSON-MCP-Server)** - JSON handling and processing server with advanced query capabilities using JSONPath syntax and support for array, string, numeric, and date operations. From 412484c5964a11b6084268765169be21d5dfb981 Mon Sep 17 00:00:00 2001 From: Phillip Carter Date: Sun, 23 Mar 2025 10:27:23 -0700 Subject: [PATCH 021/190] Add Honeycomb Enterprise MCP Server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index acdc3624..f26112b5 100644 --- a/README.md +++ b/README.md @@ -71,6 +71,7 @@ Official integrations are maintained by companies building production ready MCP - Grafana Logo **[Grafana](https://github.com/grafana/mcp-grafana)** - Search dashboards, investigate incidents and query datasources in your Grafana instance - Graphlit Logo **[Graphlit](https://github.com/graphlit/graphlit-mcp-server)** - Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a searchable [Graphlit](https://www.graphlit.com) project. - 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. +- 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. - 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 - ForeverVM Logo **[ForeverVM](https://github.com/jamsocket/forevervm/tree/main/javascript/mcp-server)** - Run Python in a code sandbox. From 78c6dd089dad0d5c09e98ae96dd187f813341af2 Mon Sep 17 00:00:00 2001 From: Alexey Elizarov Date: Sun, 23 Mar 2025 23:17:08 +0300 Subject: [PATCH 022/190] Add Linear --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index acdc3624..eb731569 100644 --- a/README.md +++ b/README.md @@ -223,6 +223,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. - **[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. - **[Lightdash](https://github.com/syucream/lightdash-mcp-server)** - Interact with [Lightdash](https://www.lightdash.com/), a BI tool. +- **[Linear](https://github.com/tacticlaunch/mcp-linear)** - Interact with Linear project management system. - **[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. - **[LINE](https://github.com/amornpan/py-mcp-line)** (by amornpan) - Implementation for LINE Bot integration that enables Language Models to read and analyze LINE conversations through a standardized interface. Features asynchronous operation, comprehensive logging, webhook event handling, and support for various message types. From b843043f005dd45eb61b2609f514178262c07ea4 Mon Sep 17 00:00:00 2001 From: Bury Huang Date: Sun, 23 Mar 2025 13:35:54 -0700 Subject: [PATCH 023/190] update description --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 72856ea0..feaea778 100644 --- a/README.md +++ b/README.md @@ -151,7 +151,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[code-sandbox-mcp](https://github.com/Automata-Labs-team/code-sandbox-mcp)** - An MCP server to create secure code sandbox environment for executing code within Docker containers. - **[cognee-mcp](https://github.com/topoteretes/cognee/tree/main/cognee-mcp)** - GraphRAG memory server with customizable ingestion, data processing and search - **[coin_api_mcp](https://github.com/longmans/coin_api_mcp)** - Provides access to [coinmarketcap](https://coinmarketcap.com/) cryptocurrency data. -- **[Computer-Use - Remote MacOS Use](https://github.com/baryhuang/mcp-remote-macos-use)** - Computer-Use for remote MacOs: A MCP server that allow LLM to remote control any remote MacOS machines natively. +- **[Computer-Use - Remote MacOS Use](https://github.com/baryhuang/mcp-remote-macos-use)** - Designed and optimized for enabling using remote MacOs as autonomous AI Agents enquipped with full desktop capabilities. - **[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. - **[crypto-feargreed-mcp](https://github.com/kukapay/crypto-feargreed-mcp)** - Providing real-time and historical Crypto Fear & Greed Index data. - **[cryptopanic-mcp-server](https://github.com/kukapay/cryptopanic-mcp-server)** - Providing latest cryptocurrency news to AI agents, powered by CryptoPanic. From 47ed67f3ea17dc31d9c88c052ed05e3ea5612050 Mon Sep 17 00:00:00 2001 From: Bury Huang Date: Sun, 23 Mar 2025 20:21:57 -0700 Subject: [PATCH 024/190] update description --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index feaea778..87a9ce29 100644 --- a/README.md +++ b/README.md @@ -151,7 +151,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[code-sandbox-mcp](https://github.com/Automata-Labs-team/code-sandbox-mcp)** - An MCP server to create secure code sandbox environment for executing code within Docker containers. - **[cognee-mcp](https://github.com/topoteretes/cognee/tree/main/cognee-mcp)** - GraphRAG memory server with customizable ingestion, data processing and search - **[coin_api_mcp](https://github.com/longmans/coin_api_mcp)** - Provides access to [coinmarketcap](https://coinmarketcap.com/) cryptocurrency data. -- **[Computer-Use - Remote MacOS Use](https://github.com/baryhuang/mcp-remote-macos-use)** - Designed and optimized for enabling using remote MacOs as autonomous AI Agents enquipped with full desktop capabilities. +- **[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. - **[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. - **[crypto-feargreed-mcp](https://github.com/kukapay/crypto-feargreed-mcp)** - Providing real-time and historical Crypto Fear & Greed Index data. - **[cryptopanic-mcp-server](https://github.com/kukapay/cryptopanic-mcp-server)** - Providing latest cryptocurrency news to AI agents, powered by CryptoPanic. From 1c75d053b7fc3e7c136d044b6064f5945ff3ea18 Mon Sep 17 00:00:00 2001 From: Sonny Date: Mon, 24 Mar 2025 13:35:47 +0800 Subject: [PATCH 025/190] Update readme --- README.md | 52 ++++++++++++++++++++++++++++++++++------------------ 1 file changed, 34 insertions(+), 18 deletions(-) diff --git a/README.md b/README.md index e76b4852..98d05f5d 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,6 @@ # Model Context Protocol servers -This repository is a collection of *reference implementations* for the [Model Context Protocol](https://modelcontextprotocol.io/) (MCP), as well as references +This repository is a collection of _reference implementations_ for the [Model Context Protocol](https://modelcontextprotocol.io/) (MCP), as well as references to community built servers and additional resources. The servers in this repository showcase the versatility and extensibility of MCP, demonstrating how it can be used to give Large Language Models (LLMs) secure, controlled access to tools and data sources. @@ -116,6 +116,7 @@ Official integrations are maintained by companies building production ready MCP A growing set of community-developed and maintained servers demonstrates various applications of MCP across different domains. > **Note:** Community servers are **untested** and should be used at **your own risk**. They are not affiliated with or endorsed by Anthropic. + - **[Ableton Live](https://github.com/Simon-Kansara/ableton-live-mcp-server)** - an MCP server to control Ableton Live. - **[Airbnb](https://github.com/openbnb-org/mcp-server-airbnb)** - Provides tools to search Airbnb and get listing details. - **[Algorand](https://github.com/GoPlausible/algorand-mcp)** - A comprehensive MCP server for tooling interactions (40+) and resource accessibility (60+) plus many useful prompts for interacting with the Algorand blockchain. @@ -134,7 +135,9 @@ A growing set of community-developed and maintained servers demonstrates various - **[AWS S3](https://github.com/aws-samples/sample-mcp-server-s3)** - A sample MCP server for AWS S3 that flexibly fetches objects from S3 such as PDF documents. - **[Azure ADX](https://github.com/pab1it0/adx-mcp-server)** - Query and analyze Azure Data Explorer databases. - **[Base Free USDC Transfer](https://github.com/magnetai/mcp-free-usdc-transfer)** - Send USDC on [Base](https://base.org) for free using Claude AI! Built with [Coinbase CDP](https://docs.cdp.coinbase.com/mpc-wallet/docs/welcome). + * **[Basic Memory](https://github.com/basicmachines-co/basic-memory)** - Local-first knowledge management system that builds a semantic graph from Markdown files, enabling persistent memory across conversations with LLMs. + - **[BigQuery](https://github.com/LucasHild/mcp-server-bigquery)** (by LucasHild) - This server enables LLMs to inspect database schemas and execute queries on BigQuery. - **[BigQuery](https://github.com/ergut/mcp-bigquery-server)** (by ergut) - Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities - **[Bing Web Search API](https://github.com/leehanchung/bing-search-mcp)** (by hanchunglee) - Server implementation for Microsoft Bing Web Search API. @@ -152,7 +155,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[cognee-mcp](https://github.com/topoteretes/cognee/tree/main/cognee-mcp)** - GraphRAG memory server with customizable ingestion, data processing and search - **[coin_api_mcp](https://github.com/longmans/coin_api_mcp)** - Provides access to [coinmarketcap](https://coinmarketcap.com/) cryptocurrency data. - **[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. -- **[crypto-feargreed-mcp](https://github.com/kukapay/crypto-feargreed-mcp)** - Providing real-time and historical Crypto Fear & Greed Index data. +- **[crypto-feargreed-mcp](https://github.com/kukapay/crypto-feargreed-mcp)** - Providing real-time and historical Crypto Fear & Greed Index data. - **[cryptopanic-mcp-server](https://github.com/kukapay/cryptopanic-mcp-server)** - Providing latest cryptocurrency news to AI agents, powered by CryptoPanic. - **[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! @@ -163,13 +166,13 @@ A growing set of community-developed and maintained servers demonstrates various - **[deepseek-thinker-mcp](https://github.com/ruixingshi/deepseek-thinker-mcp)** - A MCP (Model Context Protocol) provider Deepseek reasoning content to MCP-enabled AI Clients, like Claude Desktop. Supports access to Deepseek's thought processes from the Deepseek API service or from a local Ollama server. - **[Descope](https://github.com/descope-sample-apps/descope-mcp-server)** - An MCP server to integrate with [Descope](https://descope.com) to search audit logs, manage users, and more. - **[DevRev](https://github.com/kpsunil97/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). -- **[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. - **[Discord](https://github.com/v-3/discordmcp)** - A MCP server to connect to Discord guilds through a bot and read and write messages in channels - **[Discourse](https://github.com/AshDevFr/discourse-mcp-server)** - A MCP server to search Discourse posts on a Discourse forum. - **[Docker](https://github.com/ckreiling/mcp-server-docker)** - Integrate with Docker to manage containers, images, volumes, and networks. - **[Drupal](https://github.com/Omedia/mcp-server-drupal)** - Server for interacting with [Drupal](https://www.drupal.org/project/mcp) using STDIO transport layer. -- **[dune-analytics-mcp](https://github.com/kukapay/dune-analytics-mcp)** - A mcp server that bridges Dune Analytics data to AI agents. +- **[dune-analytics-mcp](https://github.com/kukapay/dune-analytics-mcp)** - A mcp server that bridges Dune Analytics data to AI agents. - **[Elasticsearch](https://github.com/cr7258/elasticsearch-mcp-server)** - MCP server implementation that provides Elasticsearch interaction. - **[ElevenLabs](https://github.com/mamertofabian/elevenlabs-mcp-server)** - A server that integrates with ElevenLabs text-to-speech API capable of generating full voiceovers with multiple voices. - **[Ergo Blockchain MCP](https://github.com/marctheshark3/ergo-mcp)** -An MCP server to integrate Ergo Blockchain Node and Explorer APIs for checking address balances, analyzing transactions, viewing transaction history, performing forensic analysis of addresses, searching for tokens, and monitoring network status. @@ -306,7 +309,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Spotify](https://github.com/varunneal/spotify-mcp)** - This MCP allows an LLM to play and use Spotify. - **[Starwind UI](https://github.com/Boston343/starwind-ui-mcp/)** - This MCP provides relevant commands, documentation, and other information to allow LLMs to take full advantage of Starwind UI's open source Astro components. - **[Stripe](https://github.com/atharvagupta2003/mcp-stripe)** - This MCP allows integration with Stripe for handling payments, customers, and refunds. -- **[Talk To Figma](https://github.com/sonnylazuardi/cursor-talk-to-figma-mcp)** - This MCP server allows LLMs to interact to communicate with Figma for reading designs and modifying them programmatically. +- **[Talk To Figma](https://github.com/sonnylazuardi/cursor-talk-to-figma-mcp)** - This MCP server enables LLMs to interact with Figma, allowing them to read and modify designs programmatically. - **[TMDB](https://github.com/Laksh-star/mcp-server-tmdb)** - This MCP server integrates with The Movie Database (TMDB) API to provide movie information, search capabilities, and recommendations. - **[Tavily search](https://github.com/RamXX/mcp-tavily)** - An MCP server for Tavily's search & news API, with explicit site inclusions/exclusions - **[Terminal-Control](https://github.com/GongRzhe/terminal-controller-mcp)** - A MCP server that enables secure terminal command execution, directory navigation, and file system operations through a standardized interface. @@ -322,13 +325,13 @@ A growing set of community-developed and maintained servers demonstrates various - **[VolcEngine TOS](https://github.com/dinghuazhou/sample-mcp-server-tos)** - A sample MCP server for VolcEngine TOS that flexibly get objects from TOS. - **[Wanaku MCP Router](https://github.com/wanaku-ai/wanaku/)** - The Wanaku MCP Router is a SSE-based MCP server that provides an extensible routing engine that allows integrating your enterprise systems with AI agents. - **[Webflow](https://github.com/kapilduraphe/webflow-mcp-server)** - Interfact with the Webflow APIs -- **[whale-tracker-mcp](https://github.com/kukapay/whale-tracker-mcp)** - A mcp server for tracking cryptocurrency whale transactions. +- **[whale-tracker-mcp](https://github.com/kukapay/whale-tracker-mcp)** - A mcp server for tracking cryptocurrency whale transactions. - **[WildFly MCP](https://github.com/wildfly-extras/wildfly-mcp)** - WildFly MCP server that enables LLM to interact with running WildFly servers (retrieve metrics, logs, invoke operations, ...). - **[Windows CLI](https://github.com/SimonB97/win-cli-mcp-server)** - MCP server for secure command-line interactions on Windows systems, enabling controlled access to PowerShell, CMD, and Git Bash shells. - **[World Bank data API](https://github.com/anshumax/world_bank_mcp_server)** - A server that fetches data indicators available with the World Bank as part of their data API - **[X (Twitter)](https://github.com/EnesCinr/twitter-mcp)** (by EnesCinr) - Interact with twitter API. Post tweets and search for tweets by query. - **[X (Twitter)](https://github.com/vidhupv/x-mcp)** (by vidhupv) - Create, manage and publish X/Twitter posts directly through Claude chat. -- **[xcodebuild](https://github.com/ShenghaiWang/xcodebuild)** - 🍎 Build iOS Xcode workspace/project and feed back errors to llm. +- **[xcodebuild](https://github.com/ShenghaiWang/xcodebuild)** - 🍎 Build iOS Xcode workspace/project and feed back errors to llm. - **[Xero-mcp-server](https://github.com/john-zhang-dev/xero-mcp)** - Enabling clients to interact with Xero system for streamlined accounting, invoicing, and business operations. - **[xiyan_mcp_server](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. @@ -340,17 +343,19 @@ These are high-level frameworks that make it easier to build MCP servers or clie ### For servers -* **[EasyMCP](https://github.com/zcaceres/easy-mcp/)** (TypeScript) -- **[FastAPI to MCP auto generator](https://github.com/tadata-org/fastapi_mcp)** – A zero-configuration tool for automatically exposing FastAPI endpoints as MCP tools by **[Tadata](https://tadata.com/)** -* **[FastMCP](https://github.com/punkpeye/fastmcp)** (TypeScript) -* **[Foxy Contexts](https://github.com/strowk/foxy-contexts)** – A library to build MCP servers in Golang by **[strowk](https://github.com/strowk)** -* **[MCP-Framework](https://mcp-framework.com)** Build MCP servers with elegance and speed in Typescript. Comes with a CLI to create your project with `mcp create app`. Get started with your first server in under 5 minutes by **[Alex Andru](https://github.com/QuantGeekDev)** -* **[Quarkus MCP Server SDK](https://github.com/quarkiverse/quarkus-mcp-server)** (Java) -* **[Template MCP Server](https://github.com/mcpdotdirect/template-mcp-server)** - A CLI tool to create a new Model Context Protocol server project with TypeScript support, dual transport options, and an extensible structure +- **[EasyMCP](https://github.com/zcaceres/easy-mcp/)** (TypeScript) + +* **[FastAPI to MCP auto generator](https://github.com/tadata-org/fastapi_mcp)** – A zero-configuration tool for automatically exposing FastAPI endpoints as MCP tools by **[Tadata](https://tadata.com/)** + +- **[FastMCP](https://github.com/punkpeye/fastmcp)** (TypeScript) +- **[Foxy Contexts](https://github.com/strowk/foxy-contexts)** – A library to build MCP servers in Golang by **[strowk](https://github.com/strowk)** +- **[MCP-Framework](https://mcp-framework.com)** Build MCP servers with elegance and speed in Typescript. Comes with a CLI to create your project with `mcp create app`. Get started with your first server in under 5 minutes by **[Alex Andru](https://github.com/QuantGeekDev)** +- **[Quarkus MCP Server SDK](https://github.com/quarkiverse/quarkus-mcp-server)** (Java) +- **[Template MCP Server](https://github.com/mcpdotdirect/template-mcp-server)** - A CLI tool to create a new Model Context Protocol server project with TypeScript support, dual transport options, and an extensible structure ### For clients -* **[codemirror-mcp](https://github.com/marimo-team/codemirror-mcp)** - CodeMirror extension that implements the Model Context Protocol (MCP) for resource mentions and prompt commands +- **[codemirror-mcp](https://github.com/marimo-team/codemirror-mcp)** - CodeMirror extension that implements the Model Context Protocol (MCP) for resource mentions and prompt commands ## 📚 Resources @@ -381,16 +386,17 @@ Additional resources on MCP. - **[r/mcp](https://www.reddit.com/r/mcp)** – A Reddit community dedicated to MCP by **[Frank Fiegel](https://github.com/punkpeye)** - **[r/modelcontextprotocol](https://www.reddit.com/r/modelcontextprotocol)** – A Model Context Protocol community Reddit page - discuss ideas, get answers to your questions, network with like-minded people, and showcase your projects! by **[Alex Andru](https://github.com/QuantGeekDev)** - - **[Smithery](https://smithery.ai/)** - A registry of MCP servers to find the right tools for your LLM agents by **[Henry Mao](https://github.com/calclavia)** - **[Toolbase](https://gettoolbase.ai)** - Desktop application that manages tools and MCP servers with just a few clicks - no coding required by **[gching](https://github.com/gching)** ## 🚀 Getting Started ### Using MCP Servers in this Repository + Typescript-based servers in this repository can be used directly with `npx`. For example, this will start the [Memory](src/memory) server: + ```sh npx -y @modelcontextprotocol/server-memory ``` @@ -398,6 +404,7 @@ npx -y @modelcontextprotocol/server-memory Python-based servers in this repository can be used directly with [`uvx`](https://docs.astral.sh/uv/concepts/tools/) or [`pip`](https://pypi.org/project/pip/). `uvx` is recommended for ease of use and setup. For example, this will start the [Git](src/git) server: + ```sh # With uvx uvx mcp-server-git @@ -410,6 +417,7 @@ python -m mcp_server_git Follow [these](https://docs.astral.sh/uv/getting-started/installation/) instructions to install `uv` / `uvx` and [these](https://pip.pypa.io/en/stable/installation/) to install `pip`. ### Using an MCP Client + However, running a server on its own isn't very useful, and should instead be configured into an MCP client. For example, here's the Claude Desktop configuration to use the above server: ```json @@ -430,7 +438,11 @@ Additional examples of using the Claude Desktop as an MCP client might look like "mcpServers": { "filesystem": { "command": "npx", - "args": ["-y", "@modelcontextprotocol/server-filesystem", "/path/to/allowed/files"] + "args": [ + "-y", + "@modelcontextprotocol/server-filesystem", + "/path/to/allowed/files" + ] }, "git": { "command": "uvx", @@ -445,7 +457,11 @@ Additional examples of using the Claude Desktop as an MCP client might look like }, "postgres": { "command": "npx", - "args": ["-y", "@modelcontextprotocol/server-postgres", "postgresql://localhost/mydb"] + "args": [ + "-y", + "@modelcontextprotocol/server-postgres", + "postgresql://localhost/mydb" + ] } } } From ea0d7ecfddda55085adbb729cc8a40f971312f00 Mon Sep 17 00:00:00 2001 From: Sonny Date: Mon, 24 Mar 2025 13:36:40 +0800 Subject: [PATCH 026/190] Update readme --- README.md | 50 +++++++++++++++++--------------------------------- 1 file changed, 17 insertions(+), 33 deletions(-) diff --git a/README.md b/README.md index 98d05f5d..2da0aa96 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,6 @@ # Model Context Protocol servers -This repository is a collection of _reference implementations_ for the [Model Context Protocol](https://modelcontextprotocol.io/) (MCP), as well as references +This repository is a collection of *reference implementations* for the [Model Context Protocol](https://modelcontextprotocol.io/) (MCP), as well as references to community built servers and additional resources. The servers in this repository showcase the versatility and extensibility of MCP, demonstrating how it can be used to give Large Language Models (LLMs) secure, controlled access to tools and data sources. @@ -116,7 +116,6 @@ Official integrations are maintained by companies building production ready MCP A growing set of community-developed and maintained servers demonstrates various applications of MCP across different domains. > **Note:** Community servers are **untested** and should be used at **your own risk**. They are not affiliated with or endorsed by Anthropic. - - **[Ableton Live](https://github.com/Simon-Kansara/ableton-live-mcp-server)** - an MCP server to control Ableton Live. - **[Airbnb](https://github.com/openbnb-org/mcp-server-airbnb)** - Provides tools to search Airbnb and get listing details. - **[Algorand](https://github.com/GoPlausible/algorand-mcp)** - A comprehensive MCP server for tooling interactions (40+) and resource accessibility (60+) plus many useful prompts for interacting with the Algorand blockchain. @@ -135,9 +134,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[AWS S3](https://github.com/aws-samples/sample-mcp-server-s3)** - A sample MCP server for AWS S3 that flexibly fetches objects from S3 such as PDF documents. - **[Azure ADX](https://github.com/pab1it0/adx-mcp-server)** - Query and analyze Azure Data Explorer databases. - **[Base Free USDC Transfer](https://github.com/magnetai/mcp-free-usdc-transfer)** - Send USDC on [Base](https://base.org) for free using Claude AI! Built with [Coinbase CDP](https://docs.cdp.coinbase.com/mpc-wallet/docs/welcome). - * **[Basic Memory](https://github.com/basicmachines-co/basic-memory)** - Local-first knowledge management system that builds a semantic graph from Markdown files, enabling persistent memory across conversations with LLMs. - - **[BigQuery](https://github.com/LucasHild/mcp-server-bigquery)** (by LucasHild) - This server enables LLMs to inspect database schemas and execute queries on BigQuery. - **[BigQuery](https://github.com/ergut/mcp-bigquery-server)** (by ergut) - Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities - **[Bing Web Search API](https://github.com/leehanchung/bing-search-mcp)** (by hanchunglee) - Server implementation for Microsoft Bing Web Search API. @@ -155,7 +152,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[cognee-mcp](https://github.com/topoteretes/cognee/tree/main/cognee-mcp)** - GraphRAG memory server with customizable ingestion, data processing and search - **[coin_api_mcp](https://github.com/longmans/coin_api_mcp)** - Provides access to [coinmarketcap](https://coinmarketcap.com/) cryptocurrency data. - **[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. -- **[crypto-feargreed-mcp](https://github.com/kukapay/crypto-feargreed-mcp)** - Providing real-time and historical Crypto Fear & Greed Index data. +- **[crypto-feargreed-mcp](https://github.com/kukapay/crypto-feargreed-mcp)** - Providing real-time and historical Crypto Fear & Greed Index data. - **[cryptopanic-mcp-server](https://github.com/kukapay/cryptopanic-mcp-server)** - Providing latest cryptocurrency news to AI agents, powered by CryptoPanic. - **[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! @@ -166,13 +163,13 @@ A growing set of community-developed and maintained servers demonstrates various - **[deepseek-thinker-mcp](https://github.com/ruixingshi/deepseek-thinker-mcp)** - A MCP (Model Context Protocol) provider Deepseek reasoning content to MCP-enabled AI Clients, like Claude Desktop. Supports access to Deepseek's thought processes from the Deepseek API service or from a local Ollama server. - **[Descope](https://github.com/descope-sample-apps/descope-mcp-server)** - An MCP server to integrate with [Descope](https://descope.com) to search audit logs, manage users, and more. - **[DevRev](https://github.com/kpsunil97/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). -- **[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. - **[Discord](https://github.com/v-3/discordmcp)** - A MCP server to connect to Discord guilds through a bot and read and write messages in channels - **[Discourse](https://github.com/AshDevFr/discourse-mcp-server)** - A MCP server to search Discourse posts on a Discourse forum. - **[Docker](https://github.com/ckreiling/mcp-server-docker)** - Integrate with Docker to manage containers, images, volumes, and networks. - **[Drupal](https://github.com/Omedia/mcp-server-drupal)** - Server for interacting with [Drupal](https://www.drupal.org/project/mcp) using STDIO transport layer. -- **[dune-analytics-mcp](https://github.com/kukapay/dune-analytics-mcp)** - A mcp server that bridges Dune Analytics data to AI agents. +- **[dune-analytics-mcp](https://github.com/kukapay/dune-analytics-mcp)** - A mcp server that bridges Dune Analytics data to AI agents. - **[Elasticsearch](https://github.com/cr7258/elasticsearch-mcp-server)** - MCP server implementation that provides Elasticsearch interaction. - **[ElevenLabs](https://github.com/mamertofabian/elevenlabs-mcp-server)** - A server that integrates with ElevenLabs text-to-speech API capable of generating full voiceovers with multiple voices. - **[Ergo Blockchain MCP](https://github.com/marctheshark3/ergo-mcp)** -An MCP server to integrate Ergo Blockchain Node and Explorer APIs for checking address balances, analyzing transactions, viewing transaction history, performing forensic analysis of addresses, searching for tokens, and monitoring network status. @@ -325,13 +322,13 @@ A growing set of community-developed and maintained servers demonstrates various - **[VolcEngine TOS](https://github.com/dinghuazhou/sample-mcp-server-tos)** - A sample MCP server for VolcEngine TOS that flexibly get objects from TOS. - **[Wanaku MCP Router](https://github.com/wanaku-ai/wanaku/)** - The Wanaku MCP Router is a SSE-based MCP server that provides an extensible routing engine that allows integrating your enterprise systems with AI agents. - **[Webflow](https://github.com/kapilduraphe/webflow-mcp-server)** - Interfact with the Webflow APIs -- **[whale-tracker-mcp](https://github.com/kukapay/whale-tracker-mcp)** - A mcp server for tracking cryptocurrency whale transactions. +- **[whale-tracker-mcp](https://github.com/kukapay/whale-tracker-mcp)** - A mcp server for tracking cryptocurrency whale transactions. - **[WildFly MCP](https://github.com/wildfly-extras/wildfly-mcp)** - WildFly MCP server that enables LLM to interact with running WildFly servers (retrieve metrics, logs, invoke operations, ...). - **[Windows CLI](https://github.com/SimonB97/win-cli-mcp-server)** - MCP server for secure command-line interactions on Windows systems, enabling controlled access to PowerShell, CMD, and Git Bash shells. - **[World Bank data API](https://github.com/anshumax/world_bank_mcp_server)** - A server that fetches data indicators available with the World Bank as part of their data API - **[X (Twitter)](https://github.com/EnesCinr/twitter-mcp)** (by EnesCinr) - Interact with twitter API. Post tweets and search for tweets by query. - **[X (Twitter)](https://github.com/vidhupv/x-mcp)** (by vidhupv) - Create, manage and publish X/Twitter posts directly through Claude chat. -- **[xcodebuild](https://github.com/ShenghaiWang/xcodebuild)** - 🍎 Build iOS Xcode workspace/project and feed back errors to llm. +- **[xcodebuild](https://github.com/ShenghaiWang/xcodebuild)** - 🍎 Build iOS Xcode workspace/project and feed back errors to llm. - **[Xero-mcp-server](https://github.com/john-zhang-dev/xero-mcp)** - Enabling clients to interact with Xero system for streamlined accounting, invoicing, and business operations. - **[xiyan_mcp_server](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. @@ -343,19 +340,17 @@ These are high-level frameworks that make it easier to build MCP servers or clie ### For servers -- **[EasyMCP](https://github.com/zcaceres/easy-mcp/)** (TypeScript) - -* **[FastAPI to MCP auto generator](https://github.com/tadata-org/fastapi_mcp)** – A zero-configuration tool for automatically exposing FastAPI endpoints as MCP tools by **[Tadata](https://tadata.com/)** - -- **[FastMCP](https://github.com/punkpeye/fastmcp)** (TypeScript) -- **[Foxy Contexts](https://github.com/strowk/foxy-contexts)** – A library to build MCP servers in Golang by **[strowk](https://github.com/strowk)** -- **[MCP-Framework](https://mcp-framework.com)** Build MCP servers with elegance and speed in Typescript. Comes with a CLI to create your project with `mcp create app`. Get started with your first server in under 5 minutes by **[Alex Andru](https://github.com/QuantGeekDev)** -- **[Quarkus MCP Server SDK](https://github.com/quarkiverse/quarkus-mcp-server)** (Java) -- **[Template MCP Server](https://github.com/mcpdotdirect/template-mcp-server)** - A CLI tool to create a new Model Context Protocol server project with TypeScript support, dual transport options, and an extensible structure +* **[EasyMCP](https://github.com/zcaceres/easy-mcp/)** (TypeScript) +- **[FastAPI to MCP auto generator](https://github.com/tadata-org/fastapi_mcp)** – A zero-configuration tool for automatically exposing FastAPI endpoints as MCP tools by **[Tadata](https://tadata.com/)** +* **[FastMCP](https://github.com/punkpeye/fastmcp)** (TypeScript) +* **[Foxy Contexts](https://github.com/strowk/foxy-contexts)** – A library to build MCP servers in Golang by **[strowk](https://github.com/strowk)** +* **[MCP-Framework](https://mcp-framework.com)** Build MCP servers with elegance and speed in Typescript. Comes with a CLI to create your project with `mcp create app`. Get started with your first server in under 5 minutes by **[Alex Andru](https://github.com/QuantGeekDev)** +* **[Quarkus MCP Server SDK](https://github.com/quarkiverse/quarkus-mcp-server)** (Java) +* **[Template MCP Server](https://github.com/mcpdotdirect/template-mcp-server)** - A CLI tool to create a new Model Context Protocol server project with TypeScript support, dual transport options, and an extensible structure ### For clients -- **[codemirror-mcp](https://github.com/marimo-team/codemirror-mcp)** - CodeMirror extension that implements the Model Context Protocol (MCP) for resource mentions and prompt commands +* **[codemirror-mcp](https://github.com/marimo-team/codemirror-mcp)** - CodeMirror extension that implements the Model Context Protocol (MCP) for resource mentions and prompt commands ## 📚 Resources @@ -386,17 +381,16 @@ Additional resources on MCP. - **[r/mcp](https://www.reddit.com/r/mcp)** – A Reddit community dedicated to MCP by **[Frank Fiegel](https://github.com/punkpeye)** - **[r/modelcontextprotocol](https://www.reddit.com/r/modelcontextprotocol)** – A Model Context Protocol community Reddit page - discuss ideas, get answers to your questions, network with like-minded people, and showcase your projects! by **[Alex Andru](https://github.com/QuantGeekDev)** + - **[Smithery](https://smithery.ai/)** - A registry of MCP servers to find the right tools for your LLM agents by **[Henry Mao](https://github.com/calclavia)** - **[Toolbase](https://gettoolbase.ai)** - Desktop application that manages tools and MCP servers with just a few clicks - no coding required by **[gching](https://github.com/gching)** ## 🚀 Getting Started ### Using MCP Servers in this Repository - Typescript-based servers in this repository can be used directly with `npx`. For example, this will start the [Memory](src/memory) server: - ```sh npx -y @modelcontextprotocol/server-memory ``` @@ -404,7 +398,6 @@ npx -y @modelcontextprotocol/server-memory Python-based servers in this repository can be used directly with [`uvx`](https://docs.astral.sh/uv/concepts/tools/) or [`pip`](https://pypi.org/project/pip/). `uvx` is recommended for ease of use and setup. For example, this will start the [Git](src/git) server: - ```sh # With uvx uvx mcp-server-git @@ -417,7 +410,6 @@ python -m mcp_server_git Follow [these](https://docs.astral.sh/uv/getting-started/installation/) instructions to install `uv` / `uvx` and [these](https://pip.pypa.io/en/stable/installation/) to install `pip`. ### Using an MCP Client - However, running a server on its own isn't very useful, and should instead be configured into an MCP client. For example, here's the Claude Desktop configuration to use the above server: ```json @@ -438,11 +430,7 @@ Additional examples of using the Claude Desktop as an MCP client might look like "mcpServers": { "filesystem": { "command": "npx", - "args": [ - "-y", - "@modelcontextprotocol/server-filesystem", - "/path/to/allowed/files" - ] + "args": ["-y", "@modelcontextprotocol/server-filesystem", "/path/to/allowed/files"] }, "git": { "command": "uvx", @@ -457,11 +445,7 @@ Additional examples of using the Claude Desktop as an MCP client might look like }, "postgres": { "command": "npx", - "args": [ - "-y", - "@modelcontextprotocol/server-postgres", - "postgresql://localhost/mydb" - ] + "args": ["-y", "@modelcontextprotocol/server-postgres", "postgresql://localhost/mydb"] } } } From 921ea0f1ed1e256a9e1863c26a049e5e766a968d Mon Sep 17 00:00:00 2001 From: Xing Wu Date: Fri, 21 Mar 2025 18:24:20 -0700 Subject: [PATCH 027/190] Add community opensource server: Google Sheets Access/Edit --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index af83bccf..6296dc3a 100644 --- a/README.md +++ b/README.md @@ -200,6 +200,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Google Calendar](https://github.com/v-3/google-calendar)** - Integration with Google Calendar to check schedules, find time, and add/delete events - **[Google Calendar](https://github.com/nspady/google-calendar-mcp)** - Google Calendar MCP Server for managing Google calendar events. Also supports searching for events by attributes like title and location. - **[Google Custom Search](https://github.com/adenot/mcp-google-search)** - Provides Google Search results via the Google Custom Search API +- **[Google Sheets](https://github.com/xing5/mcp-google-sheets)** - Access and editing data to your Google Sheets. - **[Google Tasks](https://github.com/zcaceres/gtasks-mcp)** - Google Tasks API Model Context Protocol Server. - **[GraphQL Schema](https://github.com/hannesj/mcp-graphql-schema)** - Allow LLMs to explore large GraphQL schemas without bloating the context. - **[HDW LinkedIn](https://github.com/horizondatawave/hdw-mcp-server)** - Access to profile data and management of user account with [HorizonDataWave.ai](https://horizondatawave.ai/). From a3b78fbfa484425eec0658874ce3f936186b8a85 Mon Sep 17 00:00:00 2001 From: ddukbg Date: Tue, 25 Mar 2025 11:35:47 +0900 Subject: [PATCH 028/190] chore: add GitHub Enterprise MCP server integration Signed-off-by: ddukbg --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index af83bccf..ebf388e3 100644 --- a/README.md +++ b/README.md @@ -189,6 +189,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[FlightRadar24](https://github.com/sunsetcoder/flightradar24-mcp-server)** - A Claude Desktop MCP server that helps you track flights in real-time using Flightradar24 data. - **[Ghost](https://github.com/MFYDev/ghost-mcp)** - A Model Context Protocol (MCP) server for interacting with Ghost CMS through LLM interfaces like Claude. - **[Github Actions](https://github.com/ko1ynnky/github-actions-mcp-server)** - A Model Context Protocol (MCP) server for interacting with Github Actions. +- **[GitHub Enterprise MCP](https://github.com/ddukbg/github-enterprise-mcp)** - A Model Context Protocol (MCP) server for interacting with GitHub Enterprise. - **[Glean](https://github.com/longyi1207/glean-mcp-server)** - A server that uses Glean API to search and chat. - **[Gmail](https://github.com/GongRzhe/Gmail-MCP-Server)** - A Model Context Protocol (MCP) server for Gmail integration in Claude Desktop with auto authentication support. - **[Gmail Headless](https://github.com/baryhuang/mcp-headless-gmail)** - Remote hostable MCP server that can get and send Gmail messages without local credential or file system setup. From e904fd4dec9b537a4d57cb47afc6ad438fa17b59 Mon Sep 17 00:00:00 2001 From: GongRzhe <38748229+GongRzhe@users.noreply.github.com> Date: Tue, 25 Mar 2025 13:51:04 +0800 Subject: [PATCH 029/190] Add Office-Word-MCP-Server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index af83bccf..0ff6f6b8 100644 --- a/README.md +++ b/README.md @@ -265,6 +265,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Obsidian Markdown Notes](https://github.com/calclavia/mcp-obsidian)** - Read and search through your Obsidian vault or any directory containing Markdown notes - **[obsidian-mcp](https://github.com/StevenStavrakis/obsidian-mcp)** - (by Steven Stavrakis) An MCP server for Obsidian.md with tools for searching, reading, writing, and organizing notes. - **[OceanBase](https://github.com/yuanoOo/oceanbase_mcp_server)** - (by yuanoOo) A Model Context Protocol (MCP) server that enables secure interaction with OceanBase databases. +- **[Office-Word-MCP-Server](https://github.com/GongRzhe/Office-Word-MCP-Server)** - A Model Context Protocol (MCP) server for creating, reading, and manipulating Microsoft Word documents. - **[Okta](https://github.com/kapilduraphe/okta-mcp-server)** - Interact with Okta API. - **[OneNote](https://github.com/rajvirtual/MCP-Servers/tree/master/onenote)** - (by Rajesh Vijay) An MCP server that connects to Microsoft OneNote using the Microsoft Graph API. Reading notebooks, sections, and pages from OneNote,Creating new notebooks, sections, and pages in OneNote. - **[OpenAI WebSearch MCP](https://github.com/ConechoAI/openai-websearch-mcp)** - This is a Python-based MCP server that provides OpenAI `web_search` build-in tool. From f0a5bede15ae8d56ac9558686ba9d563826e9173 Mon Sep 17 00:00:00 2001 From: ahujasid Date: Tue, 25 Mar 2025 11:22:45 +0530 Subject: [PATCH 030/190] Description of changes --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index af83bccf..069eec16 100644 --- a/README.md +++ b/README.md @@ -119,6 +119,7 @@ A growing set of community-developed and maintained servers demonstrates various > **Note:** Community servers are **untested** and should be used at **your own risk**. They are not affiliated with or endorsed by Anthropic. - **[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. - **[Airbnb](https://github.com/openbnb-org/mcp-server-airbnb)** - Provides tools to search Airbnb and get listing details. - **[Algorand](https://github.com/GoPlausible/algorand-mcp)** - A comprehensive MCP server for tooling interactions (40+) and resource accessibility (60+) plus many useful prompts for interacting with the Algorand blockchain. - **[Airflow](https://github.com/yangkyeongmo/mcp-server-apache-airflow)** - A MCP Server that connects to [Apache Airflow](https://airflow.apache.org/) using official python client. From 0fa9490cddba31965410bd99870a0726670fc473 Mon Sep 17 00:00:00 2001 From: GongRzhe <38748229+GongRzhe@users.noreply.github.com> Date: Tue, 25 Mar 2025 17:17:48 +0800 Subject: [PATCH 031/190] ADD Office-PowerPoint-MCP-Server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 0ff6f6b8..fa92d631 100644 --- a/README.md +++ b/README.md @@ -265,6 +265,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Obsidian Markdown Notes](https://github.com/calclavia/mcp-obsidian)** - Read and search through your Obsidian vault or any directory containing Markdown notes - **[obsidian-mcp](https://github.com/StevenStavrakis/obsidian-mcp)** - (by Steven Stavrakis) An MCP server for Obsidian.md with tools for searching, reading, writing, and organizing notes. - **[OceanBase](https://github.com/yuanoOo/oceanbase_mcp_server)** - (by yuanoOo) A Model Context Protocol (MCP) server that enables secure interaction with OceanBase databases. +- **[Office-PowerPoint-MCP-Server](https://github.com/GongRzhe/Office-PowerPoint-MCP-Server)** - A Model Context Protocol (MCP) server for creating, reading, and manipulating Microsoft PowerPoint documents. - **[Office-Word-MCP-Server](https://github.com/GongRzhe/Office-Word-MCP-Server)** - A Model Context Protocol (MCP) server for creating, reading, and manipulating Microsoft Word documents. - **[Okta](https://github.com/kapilduraphe/okta-mcp-server)** - Interact with Okta API. - **[OneNote](https://github.com/rajvirtual/MCP-Servers/tree/master/onenote)** - (by Rajesh Vijay) An MCP server that connects to Microsoft OneNote using the Microsoft Graph API. Reading notebooks, sections, and pages from OneNote,Creating new notebooks, sections, and pages in OneNote. From d36c0a23df9c9241395fb00cbb260f536c6489a5 Mon Sep 17 00:00:00 2001 From: Katarina Supe <61758502+katarinasupe@users.noreply.github.com> Date: Tue, 25 Mar 2025 16:53:01 +0100 Subject: [PATCH 032/190] Add Memgraph MCP Server to README We started working on the Memgraph MCP Server, so I added the link here to make it available to developers looking for a graph database as a part of their stack. Currently, the server has a tool to run a query and a schema resource. The plan is to extend it with other tools. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 42bd6c2c..6b8918e4 100644 --- a/README.md +++ b/README.md @@ -84,6 +84,7 @@ Official integrations are maintained by companies building production ready MCP - Lingo.dev Logo **[Lingo.dev](https://github.com/lingodotdev/lingo.dev/blob/main/mcp.md)** - Make your AI agent speak every language on the planet, using [Lingo.dev](https://lingo.dev) Localization Engine. - Make Logo **[Make](https://github.com/integromat/make-mcp-server)** - Turn your [Make](https://www.make.com/) scenarios into callable tools for AI assistants. - 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/mcp-memgraph)** - Query your data in [Memgraph](https://memgraph.com/) graph database. - **[Metoro](https://github.com/metoro-io/metoro-mcp-server)** - Query and interact with kubernetes environments monitored by Metoro - **[Milvus](https://github.com/zilliztech/mcp-server-milvus)** - Search, Query and interact with data in your Milvus Vector Database. - MotherDuck Logo **[MotherDuck](https://github.com/motherduckdb/mcp-server-motherduck)** - Query and analyze data with MotherDuck and local DuckDB From 013c663b466b7380b550dd1e65a29b9a508f83ae Mon Sep 17 00:00:00 2001 From: zelin Date: Wed, 26 Mar 2025 11:36:07 +0800 Subject: [PATCH 033/190] add new server in readme for community part --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 42bd6c2c..2daed75d 100644 --- a/README.md +++ b/README.md @@ -337,6 +337,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[xiyan_mcp_server](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. - **[YouTube](https://github.com/ZubeidHendricks/youtube-mcp-server)** - Comprehensive YouTube API integration for video management, Shorts creation, and analytics. +- **[PubChem](https://github.com/sssjiang/pubchem_mcp_server)** - extract drug information from pubchem API. ## 📚 Frameworks From c18be84a49c75d357ba6b506e6edea65bcd8b8a1 Mon Sep 17 00:00:00 2001 From: Stanislav Sedov Date: Tue, 25 Mar 2025 22:08:19 -0700 Subject: [PATCH 034/190] Add lldb-mcp to README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 42bd6c2c..d6c7c54c 100644 --- a/README.md +++ b/README.md @@ -231,6 +231,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[LINE](https://github.com/amornpan/py-mcp-line)** (by amornpan) - Implementation for LINE Bot integration that enables Language Models to read and analyze LINE conversations through a standardized interface. Features asynchronous operation, comprehensive logging, webhook event handling, and support for various message types. - **[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/) - **[llm-context](https://github.com/cyberchitta/llm-context.py)** - Provides a repo-packing MCP tool with configurable profiles that specify file inclusion/exclusion patterns and optional prompts. +- **[lldb-mcp](https://github.com/stass/lldb-mcp)** - A Model Context Protocol server for LLDB that provides LLM-driven debugging. - **[mac-messages-mcp](https://github.com/carterlasalle/mac_messages_mcp)** - An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages. - **[MariaDB](https://github.com/abel9851/mcp-server-mariadb)** - MariaDB database integration with configurable access controls in Python. - **[MCP Compass](https://github.com/liuyoshio/mcp-compass)** - Suggest the right MCP server for your needs From 714de42ec7c891c385a5408836a7a5d2b5a7b0d1 Mon Sep 17 00:00:00 2001 From: Lunny Xiao Date: Wed, 26 Mar 2025 10:43:52 -0700 Subject: [PATCH 035/190] Update README.md List Gitea MCP as third-party official one. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index dfe25a9a..37b05dd6 100644 --- a/README.md +++ b/README.md @@ -69,6 +69,7 @@ Official integrations are maintained by companies building production ready MCP - Financial Datasets Logo **[Financial Datasets](https://github.com/financial-datasets/mcp-server)** - Stock market API made for AI agents - Firecrawl Logo **[Firecrawl](https://github.com/mendableai/firecrawl-mcp-server)** - Extract web data with [Firecrawl](https://firecrawl.dev) - Fireproof Logo **[Fireproof](https://github.com/fireproof-storage/mcp-database-server)** - Immutable ledger database with live synchronization +- Gitea Logo **[Gitea](https://gitea.com/gitea/gitea-mcp)** - Interactive 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. - gotoHuman Logo **[gotoHuman](https://github.com/gotohuman/gotohuman-mcp-server)** - Human-in-the-loop platform - Allow AI agents and automations to send requests for approval to your [gotoHuman](https://www.gotohuman.com) inbox. - Grafana Logo **[Grafana](https://github.com/grafana/mcp-grafana)** - Search dashboards, investigate incidents and query datasources in your Grafana instance From 341ab417749aff6fa12ee7b271d413b3c9f0c82b Mon Sep 17 00:00:00 2001 From: Ola Hungerford Date: Mon, 24 Mar 2025 14:10:18 -0700 Subject: [PATCH 036/190] Update server-redis package.json to be consistent with other MCP packages --- src/redis/package.json | 31 +++++++++++++++++-------------- 1 file changed, 17 insertions(+), 14 deletions(-) diff --git a/src/redis/package.json b/src/redis/package.json index fc7f6e64..33155265 100644 --- a/src/redis/package.json +++ b/src/redis/package.json @@ -1,28 +1,31 @@ { - "name": "redis", - "version": "1.0.0", - "main": "index.js", + "name": "@modelcontextprotocol/server-redis", + "version": "0.1.0", + "description": "MCP server for using Redis", + "license": "MIT", + "author": "Anthropic, PBC (https://anthropic.com)", + "homepage": "https://modelcontextprotocol.io", + "bugs": "https://github.com/modelcontextprotocol/servers/issues", "type": "module", "bin": { "redis": "./build/index.js" }, - "scripts": { - "build": "tsc && node -e \"require('fs').chmodSync('build/index.js', '755')\"" - }, "files": [ "build" ], - "keywords": [], - "author": "", - "license": "ISC", - "description": "", - "devDependencies": { - "@types/node": "^22.10.2", - "typescript": "^5.7.2" + "scripts": { + "build": "tsc && shx chmod +x build/*.js", + "prepare": "npm run build", + "watch": "tsc --watch" }, "dependencies": { - "@modelcontextprotocol/sdk": "^0.4.0", + "@modelcontextprotocol/sdk": "^1.7.0", + "@types/node": "^22.10.2", "@types/redis": "^4.0.10", "redis": "^4.7.0" + }, + "devDependencies": { + "shx": "^0.3.4", + "typescript": "^5.7.2" } } From 11b494fc3f11aec0bcd73be2411e97936da85d3a Mon Sep 17 00:00:00 2001 From: Ola Hungerford Date: Mon, 24 Mar 2025 14:14:39 -0700 Subject: [PATCH 037/190] Update package-lock.json --- package-lock.json | 746 ++++++++++++++++++++++++++++++++++++++++------ 1 file changed, 650 insertions(+), 96 deletions(-) diff --git a/package-lock.json b/package-lock.json index 69308e1f..d6821599 100644 --- a/package-lock.json +++ b/package-lock.json @@ -863,6 +863,10 @@ "resolved": 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"sha512-gd0sGezQYCbWSbkZr75mln4YBidWUN60+devscpLF5mtRDUpiaTvKpBNrdaCvel1NdR2k6vclXybU5fBd2i+nw==", + "license": "MIT", + "dependencies": { + "content-type": "^1.0.5", + "media-typer": "^1.1.0", + "mime-types": "^3.0.0" + }, + "engines": { + "node": ">= 0.6" + } + }, + "src/redis/node_modules/zod": { + "version": "3.24.2", + "resolved": "https://registry.npmjs.org/zod/-/zod-3.24.2.tgz", + "integrity": "sha512-lY7CDW43ECgW9u1TcT3IoXHflywfVqDYze4waEz812jR/bZ8FHDsl7pFQoSZTz5N+2NqRXs8GBwnAwo3ZNxqhQ==", + "license": "MIT", + "funding": { + "url": "https://github.com/sponsors/colinhacks" + } + }, + "src/redis/node_modules/zod-to-json-schema": { + "version": "3.24.5", + "resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.24.5.tgz", + "integrity": "sha512-/AuWwMP+YqiPbsJx5D6TfgRTc4kTLjsh5SOcd4bLsfUg2RcEXrFMJl1DGgdHy2aCfsIA/cr/1JM0xcB2GZji8g==", + "license": "ISC", + "peerDependencies": { + "zod": "^3.24.1" + } + }, "src/sequentialthinking": { "name": "@modelcontextprotocol/server-sequential-thinking", "version": "0.6.2", From 3b4cbada5a32c821e05723a817496c5396e6f523 Mon Sep 17 00:00:00 2001 From: Stanislav Pankrashin Date: Fri, 21 Mar 2025 15:55:56 +1300 Subject: [PATCH 038/190] add to readme --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 0331fc5a..ab0c4b8c 100644 --- a/README.md +++ b/README.md @@ -111,6 +111,7 @@ Official integrations are maintained by companies building production ready MCP - **[Vectorize](https://github.com/vectorize-io/vectorize-mcp-server/)** - [Vectorize](https://vectorize.io) MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking. - Verodat Logo **[Verodat](https://github.com/Verodat/verodat-mcp-server)** - Interact with Verodat AI Ready Data platform - VeyraX Logo **[VeyraX](https://github.com/VeyraX/veyrax-mcp)** - Single tool to control all 100+ API integrations, and UI components +- Xero Logo **[Xero](https://github.com/XeroAPI/xero-mcp-server)** - Interact with the accounting data in your business using our official MCP server - **[ZenML](https://github.com/zenml-io/mcp-zenml)** - Interact with your MLOps and LLMOps pipelines through your [ZenML](https://www.zenml.io) MCP server ### 🌎 Community Servers From 7aa19faa629fd312da4b93f19dd533a7ce15eca7 Mon Sep 17 00:00:00 2001 From: Omar-V2 Date: Tue, 18 Mar 2025 03:11:04 +0000 Subject: [PATCH 039/190] Add link to apple calendar mcp server in readme --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index ab0c4b8c..843890eb 100644 --- a/README.md +++ b/README.md @@ -128,6 +128,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[AlphaVantage](https://github.com/calvernaz/alphavantage)** - MCP server for stock market data API [AlphaVantage](https://www.alphavantage.co) - **[Anki](https://github.com/scorzeth/anki-mcp-server)** - An MCP server for interacting with your [Anki](https://apps.ankiweb.net) decks and cards. - **[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. +- **[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. - **[ArangoDB](https://github.com/ravenwits/mcp-server-arangodb)** - MCP Server that provides database interaction capabilities through [ArangoDB](https://arangodb.com/). - **[Atlassian](https://github.com/sooperset/mcp-atlassian)** - Interact with Atlassian Cloud products (Confluence and Jira) including searching/reading Confluence spaces/pages, accessing Jira issues, and project metadata. - **[AWS](https://github.com/rishikavikondala/mcp-server-aws)** - Perform operations on your AWS resources using an LLM. From b2c4a6596f954de701d8977c7d57d01e0052b5df Mon Sep 17 00:00:00 2001 From: Bharath <44696641+cb-bharathvaj@users.noreply.github.com> Date: Tue, 25 Mar 2025 11:54:59 +0530 Subject: [PATCH 040/190] Add Chargebee MCP --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 843890eb..4357618d 100644 --- a/README.md +++ b/README.md @@ -145,6 +145,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Bitable MCP](https://github.com/lloydzhou/bitable-mcp)** (by lloydzhou) - MCP server provides access to Lark Bitable through the Model Context Protocol. It allows users to interact with Bitable tables using predefined tools. - **[Blender](https://github.com/ahujasid/blender-mcp)** (by ahujasid) - Blender integration allowing prompt enabled 3D scene creation, modeling and manipulation. - **[CFBD API](https://github.com/lenwood/cfbd-mcp-server)** - An MCP server for the [College Football Data API](https://collegefootballdata.com/). +- **[Chargebee](https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol)** - An MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com). - **[ChatMCP](https://github.com/AI-QL/chat-mcp)** – An Open Source Cross-platform GUI Desktop application compatible with Linux, macOS, and Windows, enabling seamless interaction with MCP servers across dynamically selectable LLMs, by **[AIQL](https://github.com/AI-QL)** - **[ChatSum](https://github.com/mcpso/mcp-server-chatsum)** - Query and Summarize chat messages with LLM. by [mcpso](https://mcp.so) - **[Chroma](https://github.com/privetin/chroma)** - Vector database server for semantic document search and metadata filtering, built on Chroma From 0c9c7f31236a6f8ad42bbc44f7c25e3441e9248c Mon Sep 17 00:00:00 2001 From: Bharath <44696641+cb-bharathvaj@users.noreply.github.com> Date: Tue, 25 Mar 2025 11:58:18 +0530 Subject: [PATCH 041/190] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 4357618d..afe5e621 100644 --- a/README.md +++ b/README.md @@ -145,7 +145,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Bitable MCP](https://github.com/lloydzhou/bitable-mcp)** (by lloydzhou) - MCP server provides access to Lark Bitable through the Model Context Protocol. It allows users to interact with Bitable tables using predefined tools. - **[Blender](https://github.com/ahujasid/blender-mcp)** (by ahujasid) - Blender integration allowing prompt enabled 3D scene creation, modeling and manipulation. - **[CFBD API](https://github.com/lenwood/cfbd-mcp-server)** - An MCP server for the [College Football Data API](https://collegefootballdata.com/). -- **[Chargebee](https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol)** - An MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com). +- **[Chargebee](https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol)** - MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com). - **[ChatMCP](https://github.com/AI-QL/chat-mcp)** – An Open Source Cross-platform GUI Desktop application compatible with Linux, macOS, and Windows, enabling seamless interaction with MCP servers across dynamically selectable LLMs, by **[AIQL](https://github.com/AI-QL)** - **[ChatSum](https://github.com/mcpso/mcp-server-chatsum)** - Query and Summarize chat messages with LLM. by [mcpso](https://mcp.so) - **[Chroma](https://github.com/privetin/chroma)** - Vector database server for semantic document search and metadata filtering, built on Chroma From 092e2c6c1ac632fb803569a5f070bfc162006b00 Mon Sep 17 00:00:00 2001 From: Bharath <44696641+cb-bharathvaj@users.noreply.github.com> Date: Wed, 26 Mar 2025 09:56:12 +0530 Subject: [PATCH 042/190] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index afe5e621..f0d1bb18 100644 --- a/README.md +++ b/README.md @@ -50,6 +50,7 @@ Official integrations are maintained by companies building production ready MCP - Bankless Logo **[Bankless Onchain](https://github.com/bankless/onchain-mcp)** - Query Onchain data, like ERC20 tokens, transaction history, smart contract state. - Box Logo **[Box](https://github.com/box-community/mcp-server-box)** - Interact with the Intelligent Content Management platform through Box AI. - 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) +- **[Chargebee](https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol)** - MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com). - **[Chroma](https://github.com/chroma-core/chroma-mcp)** - Embeddings, vector search, document storage, and full-text search with the open-source AI application database - Chronulus AI Logo **[Chronulus AI](https://github.com/ChronulusAI/chronulus-mcp)** - Predict anything with Chronulus AI forecasting and prediction agents. - ClickHouse Logo **[ClickHouse](https://github.com/ClickHouse/mcp-clickhouse)** - Query your [ClickHouse](https://clickhouse.com/) database server. @@ -145,7 +146,6 @@ A growing set of community-developed and maintained servers demonstrates various - **[Bitable MCP](https://github.com/lloydzhou/bitable-mcp)** (by lloydzhou) - MCP server provides access to Lark Bitable through the Model Context Protocol. It allows users to interact with Bitable tables using predefined tools. - **[Blender](https://github.com/ahujasid/blender-mcp)** (by ahujasid) - Blender integration allowing prompt enabled 3D scene creation, modeling and manipulation. - **[CFBD API](https://github.com/lenwood/cfbd-mcp-server)** - An MCP server for the [College Football Data API](https://collegefootballdata.com/). -- **[Chargebee](https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol)** - MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com). - **[ChatMCP](https://github.com/AI-QL/chat-mcp)** – An Open Source Cross-platform GUI Desktop application compatible with Linux, macOS, and Windows, enabling seamless interaction with MCP servers across dynamically selectable LLMs, by **[AIQL](https://github.com/AI-QL)** - **[ChatSum](https://github.com/mcpso/mcp-server-chatsum)** - Query and Summarize chat messages with LLM. by [mcpso](https://mcp.so) - **[Chroma](https://github.com/privetin/chroma)** - Vector database server for semantic document search and metadata filtering, built on Chroma From 98d94e873efa9c591cd379bd1dfa3a5812dad552 Mon Sep 17 00:00:00 2001 From: Vishal Mysore Date: Mon, 17 Mar 2025 17:44:50 -0400 Subject: [PATCH 043/190] Update README.md MCP Server that enables seamless integration between Claude AI and Arduino (ESP32), allowing AI-powered control of hardware peripherals such as motors, sensors, and actuators. This project provides a robust framework for building intelligent, connected robots and automation systems using Model Context Protocol (MCP). --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index f0d1bb18..0912be35 100644 --- a/README.md +++ b/README.md @@ -131,6 +131,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. - **[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. - **[ArangoDB](https://github.com/ravenwits/mcp-server-arangodb)** - MCP Server that provides database interaction capabilities through [ArangoDB](https://arangodb.com/). +- **[Arduino](https://github.com/vishalmysore/choturobo)** - MCP Server that enables AI-powered robotics using Claude AI and Arduino (ESP32) for real-world automation and interaction with robots. - **[Atlassian](https://github.com/sooperset/mcp-atlassian)** - Interact with Atlassian Cloud products (Confluence and Jira) including searching/reading Confluence spaces/pages, accessing Jira issues, and project metadata. - **[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)** - A MCP server for AWS Athena to run SQL queries on Glue Catalog. From 63af7f718ebdfcf58a012843eddc10ce3d104fb4 Mon Sep 17 00:00:00 2001 From: XGenerationLab Date: Wed, 19 Mar 2025 14:51:10 +0800 Subject: [PATCH 044/190] Update README.md --- README.md | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/README.md b/README.md index 0912be35..79327697 100644 --- a/README.md +++ b/README.md @@ -337,8 +337,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[X (Twitter)](https://github.com/EnesCinr/twitter-mcp)** (by EnesCinr) - Interact with twitter API. Post tweets and search for tweets by query. - **[X (Twitter)](https://github.com/vidhupv/x-mcp)** (by vidhupv) - Create, manage and publish X/Twitter posts directly through Claude chat. - **[xcodebuild](https://github.com/ShenghaiWang/xcodebuild)** - 🍎 Build iOS Xcode workspace/project and feed back errors to llm. -- **[Xero-mcp-server](https://github.com/john-zhang-dev/xero-mcp)** - Enabling clients to interact with Xero system for streamlined accounting, invoicing, and business operations. -- **[xiyan_mcp_server](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. +- **[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. - **[YouTube](https://github.com/ZubeidHendricks/youtube-mcp-server)** - Comprehensive YouTube API integration for video management, Shorts creation, and analytics. From 88664df896bdcb9729f316e3114a3308adf2594d Mon Sep 17 00:00:00 2001 From: Eugene Evstafev Date: Thu, 20 Mar 2025 15:56:36 +0000 Subject: [PATCH 045/190] docs: add telegram-mcp --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 79327697..2691ce81 100644 --- a/README.md +++ b/README.md @@ -315,6 +315,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Stripe](https://github.com/atharvagupta2003/mcp-stripe)** - This MCP allows integration with Stripe for handling payments, customers, and refunds. - **[TMDB](https://github.com/Laksh-star/mcp-server-tmdb)** - This MCP server integrates with The Movie Database (TMDB) API to provide movie information, search capabilities, and recommendations. - **[Tavily search](https://github.com/RamXX/mcp-tavily)** - An MCP server for Tavily's search & news API, with explicit site inclusions/exclusions +- **[Telegram](https://github.com/chigwell/telegram-mcp)** - An MCP server that provides paginated chat reading, message retrieval, and message sending capabilities for Telegram through Telethon integration. - **[Terminal-Control](https://github.com/GongRzhe/terminal-controller-mcp)** - A MCP server that enables secure terminal command execution, directory navigation, and file system operations through a standardized interface. - **[Ticketmaster](https://github.com/delorenj/mcp-server-ticketmaster)** - Search for events, venues, and attractions through the Ticketmaster Discovery API - **[Todoist](https://github.com/abhiz123/todoist-mcp-server)** - Interact with Todoist to manage your tasks. From 6e9a423764ad17198872c4222d22217a65a0ba35 Mon Sep 17 00:00:00 2001 From: Lama Date: Thu, 20 Mar 2025 12:21:40 -0400 Subject: [PATCH 046/190] Add KiCad MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 2691ce81..dbcb040c 100644 --- a/README.md +++ b/README.md @@ -223,6 +223,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[JavaFX](https://github.com/mcpso/mcp-server-javafx)** - 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, sqllite and [more](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc#supported-jdbc-variants). - **[JSON](https://github.com/GongRzhe/JSON-MCP-Server)** - JSON handling and processing server with advanced query capabilities using JSONPath syntax and support for array, string, numeric, and date operations. +- **[KiCad MCP](https://github.com/lamaalrajih/kicad-mcp)** - MCP server for KiCad on Mac, Windows, and Linux. - **[Keycloak MCP](https://github.com/ChristophEnglisch/keycloak-model-context-protocol)** - This MCP server enables natural language interaction with Keycloak for user and realm management including creating, deleting, and listing users and realms. - **[Kibela](https://github.com/kiwamizamurai/mcp-kibela-server)** (by kiwamizamurai) - Interact with Kibela API. - **[kintone](https://github.com/macrat/mcp-server-kintone)** - Manage records and apps in [kintone](https://kintone.com) through LLM tools. From 51c27912eff09a6daee43f6230c4bd3f3901c7cf Mon Sep 17 00:00:00 2001 From: SaseQ Date: Thu, 20 Mar 2025 20:11:41 +0100 Subject: [PATCH 047/190] README update: Replace Discord MCP server link to support more robust capabilities --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index dbcb040c..4d740bca 100644 --- a/README.md +++ b/README.md @@ -172,7 +172,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[DevRev](https://github.com/kpsunil97/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). - **[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. -- **[Discord](https://github.com/v-3/discordmcp)** - A MCP server to connect to Discord guilds through a bot and read and write messages in channels +- **[Discord](https://github.com/SaseQ/discord-mcp)** - A MCP server, which connects to Discord through a bot, and provides comprehensive integration with Discord. - **[Discourse](https://github.com/AshDevFr/discourse-mcp-server)** - A MCP server to search Discourse posts on a Discourse forum. - **[Docker](https://github.com/ckreiling/mcp-server-docker)** - Integrate with Docker to manage containers, images, volumes, and networks. - **[Drupal](https://github.com/Omedia/mcp-server-drupal)** - Server for interacting with [Drupal](https://www.drupal.org/project/mcp) using STDIO transport layer. From c51b4a62bfa1683adf59bd0fbb75d4f808a60273 Mon Sep 17 00:00:00 2001 From: SaseQ Date: Fri, 21 Mar 2025 17:08:12 +0100 Subject: [PATCH 048/190] Address review comments: move my new entry to another line --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 4d740bca..d57a2b52 100644 --- a/README.md +++ b/README.md @@ -172,6 +172,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[DevRev](https://github.com/kpsunil97/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). - **[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. +- **[Discord](https://github.com/v-3/discordmcp)** - A MCP server to connect to Discord guilds through a bot and read and write messages in channels - **[Discord](https://github.com/SaseQ/discord-mcp)** - A MCP server, which connects to Discord through a bot, and provides comprehensive integration with Discord. - **[Discourse](https://github.com/AshDevFr/discourse-mcp-server)** - A MCP server to search Discourse posts on a Discourse forum. - **[Docker](https://github.com/ckreiling/mcp-server-docker)** - Integrate with Docker to manage containers, images, volumes, and networks. From 7cfbaa4cbb1dc46f00a1a3091e84517148e24de3 Mon Sep 17 00:00:00 2001 From: KyrieTangSheng Date: Thu, 20 Mar 2025 13:46:50 -0700 Subject: [PATCH 049/190] added new server -- national park service --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index d57a2b52..bb4fae91 100644 --- a/README.md +++ b/README.md @@ -261,6 +261,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[MySQL](https://github.com/designcomputer/mysql_mcp_server)** (by DesignComputer) - MySQL database integration in Python with configurable access controls and schema inspection - **[n8n](https://github.com/leonardsellem/n8n-mcp-server)** - This MCP server provides tools and resources for AI assistants to manage n8n workflows and executions, including listing, creating, updating, and deleting workflows, as well as monitoring their execution status. - **[NASA](https://github.com/ProgramComputer/NASA-MCP-server)** (by ProgramComputer) - Access to a unified gateway of NASA's data sources including but not limited to APOD, NEO, EPIC, GIBS. +- **[National Parks](https://github.com/KyrieTangSheng/mcp-server-nationalparks)** - The server provides latest information of park details, alerts, visitor centers, campgrounds, hiking trails, and events for U.S. National Parks. - **[NAVER](https://github.com/pfldy2850/py-mcp-naver)** (by pfldy2850) - This MCP server provides tools to interact with various Naver services, such as searching blogs, news, books, and more. - **[NS Travel Information](https://github.com/r-huijts/ns-mcp-server)** - Access Dutch Railways (NS) real-time train travel information and disruptions through the official NS API. - **[Neo4j](https://github.com/da-okazaki/mcp-neo4j-server)** - A community built server that interacts with Neo4j Graph Database. From 195158c10188e2d1438f775b28777a9cd0246e2d Mon Sep 17 00:00:00 2001 From: Richard Song Date: Thu, 20 Mar 2025 13:56:16 -0700 Subject: [PATCH 050/190] docs: add maton-mcp server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index bb4fae91..5ef7369e 100644 --- a/README.md +++ b/README.md @@ -239,6 +239,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[llm-context](https://github.com/cyberchitta/llm-context.py)** - Provides a repo-packing MCP tool with configurable profiles that specify file inclusion/exclusion patterns and optional prompts. - **[mac-messages-mcp](https://github.com/carterlasalle/mac_messages_mcp)** - An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages. - **[MariaDB](https://github.com/abel9851/mcp-server-mariadb)** - MariaDB database integration with configurable access controls in Python. +- **[Maton](https://github.com/maton-ai/agent-toolkit/tree/main/modelcontextprotocol)** - Connect to your SaaS tools like HubSpot, Salesforce, and more. - **[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 Installer](https://github.com/anaisbetts/mcp-installer)** - This server is a server that installs other MCP servers for you. From 7acceaffb99dd8f56206293c7729233e09382080 Mon Sep 17 00:00:00 2001 From: Anton Efimenko Date: Thu, 20 Mar 2025 14:48:56 -0700 Subject: [PATCH 051/190] Update README.md Add official MCP integration with Mailgun --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 5ef7369e..af1e1440 100644 --- a/README.md +++ b/README.md @@ -83,6 +83,7 @@ Official integrations are maintained by companies building production ready MCP - Logfire Logo **[Logfire](https://github.com/pydantic/logfire-mcp)** - Provides access to OpenTelemetry traces and metrics through Logfire. - Langfuse Logo **[Langfuse Prompt Management](https://github.com/langfuse/mcp-server-langfuse)** - Open-source tool for collaborative editing, versioning, evaluating, and releasing prompts. - Lingo.dev Logo **[Lingo.dev](https://github.com/lingodotdev/lingo.dev/blob/main/mcp.md)** - Make your AI agent speak every language on the planet, using [Lingo.dev](https://lingo.dev) Localization Engine. +- Mailgun Logo **[Mailgun](https://github.com/mailgun/mailgun-mcp-server)** - Interact with Mailgun API. - Make Logo **[Make](https://github.com/integromat/make-mcp-server)** - Turn your [Make](https://www.make.com/) scenarios into callable tools for AI assistants. - Meilisearch Logo **[Meilisearch](https://github.com/meilisearch/meilisearch-mcp)** - Interact & query with Meilisearch (Full-text & semantic search API) - **[Metoro](https://github.com/metoro-io/metoro-mcp-server)** - Query and interact with kubernetes environments monitored by Metoro From b1154507631dad3554cde754bf73b9d138754240 Mon Sep 17 00:00:00 2001 From: termix-dewell <167734172+termixai-it@users.noreply.github.com> Date: Fri, 21 Mar 2025 13:58:05 +0800 Subject: [PATCH 052/190] Update README.md 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. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index af1e1440..1158e38d 100644 --- a/README.md +++ b/README.md @@ -147,6 +147,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Bing Web Search API](https://github.com/leehanchung/bing-search-mcp)** (by hanchunglee) - Server implementation for Microsoft Bing Web Search API. - **[Bitable MCP](https://github.com/lloydzhou/bitable-mcp)** (by lloydzhou) - MCP server provides access to Lark Bitable through the Model Context Protocol. It allows users to interact with Bitable tables using predefined tools. - **[Blender](https://github.com/ahujasid/blender-mcp)** (by ahujasid) - Blender integration allowing prompt enabled 3D scene creation, modeling and manipulation. +- **[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. - **[CFBD API](https://github.com/lenwood/cfbd-mcp-server)** - An MCP server for the [College Football Data API](https://collegefootballdata.com/). - **[ChatMCP](https://github.com/AI-QL/chat-mcp)** – An Open Source Cross-platform GUI Desktop application compatible with Linux, macOS, and Windows, enabling seamless interaction with MCP servers across dynamically selectable LLMs, by **[AIQL](https://github.com/AI-QL)** - **[ChatSum](https://github.com/mcpso/mcp-server-chatsum)** - Query and Summarize chat messages with LLM. by [mcpso](https://mcp.so) From 4fbee468f32a994141efca0255b04241dbac716f Mon Sep 17 00:00:00 2001 From: Vortiago Date: Fri, 21 Mar 2025 08:33:29 +0100 Subject: [PATCH 053/190] Added mcp-azure-devops to the readme file. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 1158e38d..02b1c611 100644 --- a/README.md +++ b/README.md @@ -140,6 +140,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[AWS Resources Operations](https://github.com/baryhuang/mcp-server-aws-resources-python)** - Run generated python code to securely query or modify any AWS resources supported by boto3. - **[AWS S3](https://github.com/aws-samples/sample-mcp-server-s3)** - A sample MCP server for AWS S3 that flexibly fetches objects from S3 such as PDF documents. - **[Azure ADX](https://github.com/pab1it0/adx-mcp-server)** - Query and analyze Azure Data Explorer databases. +- **[Azure DevOps](https://github.com/Vortiago/mcp-azure-devops)** - An MCP server that provides a bridge to Azure DevOps services, enabling AI assistants to query and manage work items. - **[Base Free USDC Transfer](https://github.com/magnetai/mcp-free-usdc-transfer)** - Send USDC on [Base](https://base.org) for free using Claude AI! Built with [Coinbase CDP](https://docs.cdp.coinbase.com/mpc-wallet/docs/welcome). * **[Basic Memory](https://github.com/basicmachines-co/basic-memory)** - Local-first knowledge management system that builds a semantic graph from Markdown files, enabling persistent memory across conversations with LLMs. - **[BigQuery](https://github.com/LucasHild/mcp-server-bigquery)** (by LucasHild) - This server enables LLMs to inspect database schemas and execute queries on BigQuery. From dc1376970635875aea9183480d67c126d0163c70 Mon Sep 17 00:00:00 2001 From: "pink hoodie." <36429880+pinkhoodie@users.noreply.github.com> Date: Fri, 21 Mar 2025 10:08:27 -0400 Subject: [PATCH 054/190] Update README.md - Thirdweb MCP --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 02b1c611..66d82643 100644 --- a/README.md +++ b/README.md @@ -107,6 +107,7 @@ Official integrations are maintained by companies building production ready MCP - StarRocks Logo **[StarRocks](https://github.com/StarRocks/mcp-server-starrocks)** - Interact with [StarRocks](https://www.starrocks.io/) - Stripe Logo **[Stripe](https://github.com/stripe/agent-toolkit)** - Interact with Stripe API - Tavily Logo **[Tavily](https://github.com/tavily-ai/tavily-mcp)** - Search engine for AI agents (search + extract) powered by [Tavily](https://tavily.com/) +- Thirdweb Logo **[Thirdweb](https://github.com/thirdweb-dev/ai/tree/main/python/thirdweb-mcp)** - Read/write to over 2k blockchains, enabling data querying, contract analysis/deployment, and transaction execution, powered by [Thirdweb](https://thirdweb.com/) - Tinybird Logo **[Tinybird](https://github.com/tinybirdco/mcp-tinybird)** - Interact with Tinybird serverless ClickHouse platform - UnifAI Logo **[UnifAI](https://github.com/unifai-network/unifai-mcp-server)** - Dynamically search and call tools using [UnifAI Network](https://unifai.network) - Unstructured Logo **[Unstructured](https://github.com/Unstructured-IO/UNS-MCP)** - Set up and interact with your unstructured data processing workflows in [Unstructured Platform](https://unstructured.io) From 86c0cd6f1356bd6ae7972929e843defa176d14af Mon Sep 17 00:00:00 2001 From: Jordi Sanchez Date: Fri, 21 Mar 2025 10:33:41 -0500 Subject: [PATCH 055/190] Add Databricks MCP server to Readme --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 66d82643..69735766 100644 --- a/README.md +++ b/README.md @@ -166,6 +166,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[crypto-feargreed-mcp](https://github.com/kukapay/crypto-feargreed-mcp)** - Providing real-time and historical Crypto Fear & Greed Index data. - **[cryptopanic-mcp-server](https://github.com/kukapay/cryptopanic-mcp-server)** - Providing latest cryptocurrency news to AI agents, powered by CryptoPanic. - **[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). +- **[Databricks](https://github.com/JordiNeil/mcp-databricks-server)** - Allows LLMs to run SQL queries, list and get details of jobs executions in a Databricks account. - **[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! - **[Dataset Viewer](https://github.com/privetin/dataset-viewer)** - Browse and analyze Hugging Face datasets with features like search, filtering, statistics, and data export - **[DBHub](https://github.com/bytebase/dbhub/)** - Universal database MCP server connecting to MySQL, PostgreSQL, SQLite, DuckDB and etc. From 4d8a4a666d3e0e9ddf48ae38c33e4ea5a13d6887 Mon Sep 17 00:00:00 2001 From: Till Simon Date: Fri, 21 Mar 2025 18:48:03 +0100 Subject: [PATCH 056/190] gotoHuman MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 69735766..9ebe86e1 100644 --- a/README.md +++ b/README.md @@ -69,6 +69,7 @@ Official integrations are maintained by companies building production ready MCP - Firecrawl Logo **[Firecrawl](https://github.com/mendableai/firecrawl-mcp-server)** - Extract web data with [Firecrawl](https://firecrawl.dev) - Fireproof Logo **[Fireproof](https://github.com/fireproof-storage/mcp-database-server)** - Immutable ledger database with live synchronization - Gitee Logo **[Gitee](https://github.com/oschina/mcp-gitee)** - Gitee API integration, repository, issue, and pull request management, and more. +- gotoHuman Logo **[gotoHuman](https://github.com/gotohuman/gotohuman-mcp-server)** - Human-in-the-loop platform - Allow AI agents and automations to send requests for approval to your [gotoHuman](https://www.gotohuman.com) inbox. - Grafana Logo **[Grafana](https://github.com/grafana/mcp-grafana)** - Search dashboards, investigate incidents and query datasources in your Grafana instance - Graphlit Logo **[Graphlit](https://github.com/graphlit/graphlit-mcp-server)** - Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a searchable [Graphlit](https://www.graphlit.com) project. - 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. From c6fa639755523f80f704251c91329034029aee39 Mon Sep 17 00:00:00 2001 From: Ali Raza <77957290+aliraza1231@users.noreply.github.com> Date: Tue, 25 Mar 2025 09:59:02 +0500 Subject: [PATCH 057/190] Update README.md Added APIMatic MCP Server in Third-Party Servers. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 9ebe86e1..2f567920 100644 --- a/README.md +++ b/README.md @@ -45,6 +45,7 @@ Official integrations are maintained by companies building production ready MCP - AgentRPC Logo **[AgentRPC](https://github.com/agentrpc/agentrpc)** - Connect to any function, any language, across network boundaries using [AgentRPC](https://www.agentrpc.com/). - Aiven Logo **[Aiven](https://github.com/Aiven-Open/mcp-aiven)** - Navigate your [Aiven projects](https://go.aiven.io/mcp-server) and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services - 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 +- 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. - 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. - 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 - Bankless Logo **[Bankless Onchain](https://github.com/bankless/onchain-mcp)** - Query Onchain data, like ERC20 tokens, transaction history, smart contract state. From b400fdcdffb60e4475903df2974b9566ecd29fae Mon Sep 17 00:00:00 2001 From: Ola Hungerford Date: Wed, 26 Mar 2025 08:15:52 -0700 Subject: [PATCH 058/190] Remove invalid submodule reference to src/mssql-mcp --- src/mssql-mcp | 1 - 1 file changed, 1 deletion(-) delete mode 160000 src/mssql-mcp diff --git a/src/mssql-mcp b/src/mssql-mcp deleted file mode 160000 index 479553d8..00000000 --- a/src/mssql-mcp +++ /dev/null @@ -1 +0,0 @@ -Subproject commit 479553d86acb7b495106d05a93a7b4ce417b4a73 From e0a489e516d80d8a7c80ec08da06b588e7e8a6fb Mon Sep 17 00:00:00 2001 From: Bury Huang Date: Wed, 26 Mar 2025 23:18:42 -0700 Subject: [PATCH 059/190] fix merge --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 2f567920..39be1644 100644 --- a/README.md +++ b/README.md @@ -349,6 +349,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[X (Twitter)](https://github.com/EnesCinr/twitter-mcp)** (by EnesCinr) - Interact with twitter API. Post tweets and search for tweets by query. - **[X (Twitter)](https://github.com/vidhupv/x-mcp)** (by vidhupv) - Create, manage and publish X/Twitter posts directly through Claude chat. - **[xcodebuild](https://github.com/ShenghaiWang/xcodebuild)** - 🍎 Build iOS Xcode workspace/project and feed back errors to llm. +- **[Xero-mcp-server](https://github.com/john-zhang-dev/xero-mcp)** - Enabling clients to interact with Xero system for streamlined accounting, invoicing, and business operations. - **[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. - **[YouTube](https://github.com/ZubeidHendricks/youtube-mcp-server)** - Comprehensive YouTube API integration for video management, Shorts creation, and analytics. From 1ef49c9caba2721aa6e7261759e57276245c4d8e Mon Sep 17 00:00:00 2001 From: Bury Huang Date: Wed, 26 Mar 2025 23:23:22 -0700 Subject: [PATCH 060/190] add community server My Apple Remembers --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index dfe25a9a..03322324 100644 --- a/README.md +++ b/README.md @@ -258,6 +258,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[MSSQL-Python](https://github.com/amornpan/py-mcp-mssql)** (by amornpan) - A read-only Python implementation for MSSQL database access with enhanced security features, configurable access controls, and schema inspection capabilities. Focuses on safe database interaction through Python ecosystem. - **[MSSQL-MCP](https://github.com/daobataotie/mssql-mcp)** (by daobataotie) - MSSQL MCP that refer to the official website's SQLite MCP for modifications to adapt to MSSQL - **[Markdownify](https://github.com/zcaceres/mcp-markdownify-server)** - MCP to convert almost anything to Markdown (PPTX, HTML, PDF, Youtube Transcripts and more) +- **[Memory - My Apple Remembers](https://github.com/baryhuang/my-apple-remembers)** - Save and recall memories to Apple Notes, secure and no-setup required. - **[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 - **[MongoDB](https://github.com/kiliczsh/mcp-mongo-server)** - A Model Context Protocol Server for MongoDB. From 69bfaf355cbcc98b74e9e3424516e5831117d594 Mon Sep 17 00:00:00 2001 From: Ryan Ramage Date: Thu, 27 Mar 2025 10:40:49 -0600 Subject: [PATCH 061/190] Update README.md Highlight the exciting example of multi-agent collaboration using the breakout room p2p protocol. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index dfe25a9a..ac078474 100644 --- a/README.md +++ b/README.md @@ -151,6 +151,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Bing Web Search API](https://github.com/leehanchung/bing-search-mcp)** (by hanchunglee) - Server implementation for Microsoft Bing Web Search API. - **[Bitable MCP](https://github.com/lloydzhou/bitable-mcp)** (by lloydzhou) - MCP server provides access to Lark Bitable through the Model Context Protocol. It allows users to interact with Bitable tables using predefined tools. - **[Blender](https://github.com/ahujasid/blender-mcp)** (by ahujasid) - Blender integration allowing prompt enabled 3D scene creation, modeling and manipulation. +- **[BreakoutRoom](https://github.com/agree-able/room-mcp)** - Agents accomplishing goals together in p2p rooms - **[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. - **[CFBD API](https://github.com/lenwood/cfbd-mcp-server)** - An MCP server for the [College Football Data API](https://collegefootballdata.com/). - **[ChatMCP](https://github.com/AI-QL/chat-mcp)** – An Open Source Cross-platform GUI Desktop application compatible with Linux, macOS, and Windows, enabling seamless interaction with MCP servers across dynamically selectable LLMs, by **[AIQL](https://github.com/AI-QL)** From 119aab98f303800bc981b985b6910aff2ca17b70 Mon Sep 17 00:00:00 2001 From: James <33908344+allen-munsch@users.noreply.github.com> Date: Thu, 27 Mar 2025 22:59:02 -0500 Subject: [PATCH 062/190] Update README.md add Prefect implementation adds a working example of MCP for prefect --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index b0cc79dc..8abebf7b 100644 --- a/README.md +++ b/README.md @@ -300,6 +300,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. - **[Placid.app](https://github.com/felores/placid-mcp-server)** - Generate image and video creatives using Placid.app templates - **[Playwright](https://github.com/executeautomation/mcp-playwright)** - This MCP Server will help you run browser automation and webscraping using Playwright +- **[Prefect](https://github.com/allen-munsch/mcp-prefect)** - MCP Server for workflow orchestration and ELT/ETL with Prefect Server, and Prefect Cloud [https://www.prefect.io/] using the `prefect` python client. - **[Postman](https://github.com/shannonlal/mcp-postman)** - MCP server for running Postman Collections locally via Newman. Allows for simple execution of Postman Server and returns the results of whether the collection passed all the tests. - **[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. From e276b45870852994b40c1edc61b79757b2835e68 Mon Sep 17 00:00:00 2001 From: kone-net Date: Fri, 28 Mar 2025 22:21:39 +0800 Subject: [PATCH 063/190] feat: MCP server for lark(Feishu) --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index b0cc79dc..c080459a 100644 --- a/README.md +++ b/README.md @@ -357,6 +357,7 @@ 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. - **[YouTube](https://github.com/ZubeidHendricks/youtube-mcp-server)** - Comprehensive YouTube API integration for video management, Shorts creation, and analytics. +- **[Lark(Feishu)](https://github.com/kone-net/mcp_server_lark)** - A Model Context Protocol(MCP) server for Lark(Feishu) sheet, message, doc and etc. ## 📚 Frameworks From 787605c5c6ef6413dbce18e362b1584ab40e93be Mon Sep 17 00:00:00 2001 From: kukapay Date: Sat, 29 Mar 2025 08:16:27 +0800 Subject: [PATCH 064/190] add several crypto-related MCP servers --- README.md | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/README.md b/README.md index 29cbe3cf..371a1aa6 100644 --- a/README.md +++ b/README.md @@ -169,6 +169,8 @@ A growing set of community-developed and maintained servers demonstrates various - **[coin_api_mcp](https://github.com/longmans/coin_api_mcp)** - Provides access to [coinmarketcap](https://coinmarketcap.com/) cryptocurrency data. - **[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. - **[crypto-feargreed-mcp](https://github.com/kukapay/crypto-feargreed-mcp)** - Providing real-time and historical Crypto Fear & Greed Index data. +- **[crypto-indicators-mcp](https://github.com/kukapay/crypto-indicators-mcp)** - An MCP server providing a range of cryptocurrency technical analysis indicators and strategies. +- **[crypto-sentiment-mcp](https://github.com/kukapay/crypto-sentiment-mcp)** - An MCP server that delivers cryptocurrency sentiment analysis to AI agents. - **[cryptopanic-mcp-server](https://github.com/kukapay/cryptopanic-mcp-server)** - Providing latest cryptocurrency news to AI agents, powered by CryptoPanic. - **[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). - **[Databricks](https://github.com/JordiNeil/mcp-databricks-server)** - Allows LLMs to run SQL queries, list and get details of jobs executions in a Databricks account. @@ -203,6 +205,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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 - **[FlightRadar24](https://github.com/sunsetcoder/flightradar24-mcp-server)** - A Claude Desktop MCP server that helps you track flights in real-time using Flightradar24 data. +- **[freqtrade-mcp](https://github.com/kukapay/freqtrade-mcp)** - An MCP server that integrates with the Freqtrade cryptocurrency trading bot. - **[Ghost](https://github.com/MFYDev/ghost-mcp)** - A Model Context Protocol (MCP) server for interacting with Ghost CMS through LLM interfaces like Claude. - **[Github Actions](https://github.com/ko1ynnky/github-actions-mcp-server)** - A Model Context Protocol (MCP) server for interacting with Github Actions. - **[Glean](https://github.com/longyi1207/glean-mcp-server)** - A server that uses Glean API to search and chat. @@ -235,6 +238,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[JavaFX](https://github.com/mcpso/mcp-server-javafx)** - 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, sqllite and [more](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc#supported-jdbc-variants). - **[JSON](https://github.com/GongRzhe/JSON-MCP-Server)** - JSON handling and processing server with advanced query capabilities using JSONPath syntax and support for array, string, numeric, and date operations. +- **[jupiter-mcp](https://github.com/kukapay/jupiter-mcp)** - An MCP server for executing token swaps on the Solana blockchain using Jupiter's new Ultra API. - **[KiCad MCP](https://github.com/lamaalrajih/kicad-mcp)** - MCP server for KiCad on Mac, Windows, and Linux. - **[Keycloak MCP](https://github.com/ChristophEnglisch/keycloak-model-context-protocol)** - This MCP server enables natural language interaction with Keycloak for user and realm management including creating, deleting, and listing users and realms. - **[Kibela](https://github.com/kiwamizamurai/mcp-kibela-server)** (by kiwamizamurai) - Interact with Kibela API. @@ -337,6 +341,7 @@ 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 - **[Todoist](https://github.com/abhiz123/todoist-mcp-server)** - Interact with Todoist to manage your tasks. - **[token-minter-mcp](https://github.com/kukapay/token-minter-mcp)** - An MCP server providing tools for AI agents to mint ERC-20 tokens across multiple blockchains. +- **[token-revoke-mcp](https://github.com/kukapay/token-revoke-mcp)** - An MCP server for checking and revoking ERC-20 token allowances across multiple blockchains. - **[Typesense](https://github.com/suhail-ak-s/mcp-typesense-server)** - A Model Context Protocol (MCP) server implementation that provides AI models with access to Typesense search capabilities. This server enables LLMs to discover, search, and analyze data stored in Typesense collections. - **[Travel Planner](https://github.com/GongRzhe/TRAVEL-PLANNER-MCP-Server)** - Travel planning and itinerary management server integrating with Google Maps API for location search, place details, and route calculations. - **[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. From bcc9e4a16bb0a31db661ad38433d1df2c600268d Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=C5=81ukasz=20Ciesielski?= Date: Sun, 30 Mar 2025 00:41:35 +0100 Subject: [PATCH 065/190] Add Salesforce MCP --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index b0cc79dc..b220761b 100644 --- a/README.md +++ b/README.md @@ -257,6 +257,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[mcp-k8s-go](https://github.com/strowk/mcp-k8s-go)** - Golang-based Kubernetes server for MCP to browse pods and their logs, events, namespaces and more. Built to be extensible. - **[mcp-local-rag](https://github.com/nkapila6/mcp-local-rag)** - "primitive" RAG-like web search model context protocol (MCP) server that runs locally using Google's MediaPipe Text Embedder and DuckDuckGo Search. ✨ no APIs required ✨. - **[mcp-proxy](https://github.com/sparfenyuk/mcp-proxy)** - Connect to MCP servers that run on SSE transport, or expose stdio servers as an SSE server. +- **[mcp-salesforce](https://github.com/lciesielski/mcp-salesforce-example)** - MCP server with basic demonstration of interactions with your Salesforce instance - **[mem0-mcp](https://github.com/mem0ai/mem0-mcp)** - A Model Context Protocol server for Mem0, which helps with managing coding preferences. - **[MSSQL](https://github.com/aekanun2020/mcp-server/)** - MSSQL database integration with configurable access controls and schema inspection - **[MSSQL](https://github.com/JexinSam/mssql_mcp_server)** (by jexin) - MCP Server for MSSQL database in Python From f526042cfdf372c6937e3bf3004db23ff59c4723 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?NaveenKumar=20Namachivayam=20=E2=9A=A1?= Date: Sun, 30 Mar 2025 11:24:30 -0400 Subject: [PATCH 066/190] docs: add JMeter MCP server for load testing to README --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 1ebd7d52..09c465d1 100644 --- a/README.md +++ b/README.md @@ -235,6 +235,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[iTerm MCP](https://github.com/ferrislucas/iterm-mcp)** - Integration with iTerm2 terminal emulator for macOS, enabling LLMs to execute and monitor terminal commands. - **[JavaFX](https://github.com/mcpso/mcp-server-javafx)** - 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, sqllite and [more](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc#supported-jdbc-variants). +- **[JMeter](https://github.com/QAInsights/jmeter-mcp-server)** - Run load testing using Apache JMeter via MCP-compliant tools. - **[JSON](https://github.com/GongRzhe/JSON-MCP-Server)** - JSON handling and processing server with advanced query capabilities using JSONPath syntax and support for array, string, numeric, and date operations. - **[KiCad MCP](https://github.com/lamaalrajih/kicad-mcp)** - MCP server for KiCad on Mac, Windows, and Linux. - **[Keycloak MCP](https://github.com/ChristophEnglisch/keycloak-model-context-protocol)** - This MCP server enables natural language interaction with Keycloak for user and realm management including creating, deleting, and listing users and realms. From 7f12606fa566d43950d44f4932b08dcdf7dc961c Mon Sep 17 00:00:00 2001 From: Luke Harries Date: Sun, 30 Mar 2025 17:20:42 +0100 Subject: [PATCH 067/190] Add WhatsApp MCP server --- README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 1ebd7d52..53f6866e 100644 --- a/README.md +++ b/README.md @@ -346,7 +346,8 @@ A growing set of community-developed and maintained servers demonstrates various - **[VolcEngine TOS](https://github.com/dinghuazhou/sample-mcp-server-tos)** - A sample MCP server for VolcEngine TOS that flexibly get objects from TOS. - **[Wanaku MCP Router](https://github.com/wanaku-ai/wanaku/)** - The Wanaku MCP Router is a SSE-based MCP server that provides an extensible routing engine that allows integrating your enterprise systems with AI agents. - **[Webflow](https://github.com/kapilduraphe/webflow-mcp-server)** - Interfact with the Webflow APIs -- **[whale-tracker-mcp](https://github.com/kukapay/whale-tracker-mcp)** - A mcp server for tracking cryptocurrency whale transactions. +- **[whale-tracker-mcp](https://github.com/kukapay/whale-tracker-mcp)** - A mcp server for tracking cryptocurrency whale transactions. +- **[WhatsApp MCP Server](https://github.com/lharries/whatsapp-mcp)** - MCP server for your personal WhatsApp handling individuals, groups, searching and sending. - **[Whois MCP](https://github.com/bharathvaj-ganesan/whois-mcp)** - MCP server that performs whois lookup against domain, IP, ASN and TLD. - **[WildFly MCP](https://github.com/wildfly-extras/wildfly-mcp)** - WildFly MCP server that enables LLM to interact with running WildFly servers (retrieve metrics, logs, invoke operations, ...). - **[Windows CLI](https://github.com/SimonB97/win-cli-mcp-server)** - MCP server for secure command-line interactions on Windows systems, enabling controlled access to PowerShell, CMD, and Git Bash shells. From d2bcbeecb5eb39e1d92f7c45f33feb48cb2d969c Mon Sep 17 00:00:00 2001 From: Helix Date: Sun, 30 Mar 2025 22:32:48 +0200 Subject: [PATCH 068/190] Update README.md to add a new Community Server (Shodan) Commit to add the Shodan MCP Server to the wiki for direct interaction. Compatible at the date of this commit with Cursor, Claude and VSCode Insiders. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 1ebd7d52..f6171f12 100644 --- a/README.md +++ b/README.md @@ -323,6 +323,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[scrapling-fetch](https://github.com/cyberchitta/scrapling-fetch-mcp)** - Access text content from bot-protected websites. Fetches HTML/markdown from sites with anti-automation measures using Scrapling. - **[SearXNG](https://github.com/ihor-sokoliuk/mcp-searxng)** - A Model Context Protocol Server for [SearXNG](https://docs.searxng.org) - **[ServiceNow](https://github.com/osomai/servicenow-mcp)** - A MCP server to interact with a ServiceNow instance +- **[Shodan MCP](https://github.com/Hexix23/shodan-mcp)** - MCP server to interact with [Shodan](https://www.shodan.io/) - **[Siri Shortcuts](https://github.com/dvcrn/mcp-server-siri-shortcuts)** - MCP to interact with Siri Shortcuts on macOS. Exposes all Shortcuts as MCP tools. - **[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. - **[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+ protcool actions and growing From 6963a319001165a521570246c2029569eef302b1 Mon Sep 17 00:00:00 2001 From: Sacha Morard <2254275+SachaMorard@users.noreply.github.com> Date: Mon, 31 Mar 2025 11:57:45 +0200 Subject: [PATCH 069/190] Add Edgee MCP server to the official integration list --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 1ebd7d52..5b7f74ee 100644 --- a/README.md +++ b/README.md @@ -61,6 +61,7 @@ Official integrations are maintained by companies building production ready MCP - 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 - DevHub Logo **[DevHub](https://github.com/devhub/devhub-cms-mcp)** - Manage and utilize website content within the [DevHub](https://www.devhub.com) CMS platform - E2B Logo **[E2B](https://github.com/e2b-dev/mcp-server)** - Run code in secure sandboxes hosted by [E2B](https://e2b.dev) +- Edgee Logo **[E2B](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 - eSignatures Logo **[eSignatures](https://github.com/esignaturescom/mcp-server-esignatures)** - Contract and template management for drafting, reviewing, and sending binding contracts. - Exa Logo **[Exa](https://github.com/exa-labs/exa-mcp-server)** - Search Engine made for AIs by [Exa](https://exa.ai) From 6e3011e645d86d83b44e85758ae619ec939f2e17 Mon Sep 17 00:00:00 2001 From: Ed Burns Date: Fri, 7 Mar 2025 16:08:58 -0500 Subject: [PATCH 070/190] interactive rebase in progress; onto e181222 pick 2a833f1 On branch edburns/mention-quarkus-mcp Mention the Quarkus MCP servers Quarkus extension. modified: README.md No commands remaining. modified: README.md - Move to community section, as suggested by @tadasant. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 1ebd7d52..e033ee04 100644 --- a/README.md +++ b/README.md @@ -306,6 +306,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Prometheus](https://github.com/pab1it0/prometheus-mcp-server)** - Query and analyze Prometheus - open-source monitoring system. - **[Pulumi](https://github.com/dogukanakkaya/pulumi-mcp-server)** - MCP Server to Interact with Pulumi API, creates and lists Stacks - **[Pushover](https://github.com/ashiknesin/pushover-mcp)** - Send instant notifications to your devices using [Pushover.net](https://pushover.net/) +- **[Quarkus](https://github.com/quarkiverse/quarkus-mcp-servers)** - MCP servers for the Quarkus Java 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. - **[QuickChart](https://github.com/GongRzhe/Quickchart-MCP-Server)** - A Model Context Protocol server for generating charts using QuickChart.io - **[Qwen_Max](https://github.com/66julienmartin/MCP-server-Qwen_Max)** - A Model Context Protocol (MCP) server implementation for the Qwen models. From e3babc7fa1de847aad2bf5b85fab2c6d991a483c Mon Sep 17 00:00:00 2001 From: YuChenSSR Date: Mon, 31 Mar 2025 20:58:12 +0800 Subject: [PATCH 071/190] Add Multi-Model Advisor to the list of community MCP servers in README --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 1ebd7d52..b1c6ae11 100644 --- a/README.md +++ b/README.md @@ -270,6 +270,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[MongoDB Lens](https://github.com/furey/mongodb-lens)** - Full Featured MCP Server for MongoDB Databases. - **[Monday.com](https://github.com/sakce/mcp-server-monday)** - MCP Server to interact with Monday.com boards and items. - **[Multicluster-MCP-Sever](https://github.com/yanmxa/multicluster-mcp-server)** - The gateway for GenAI systems to interact with multiple Kubernetes clusters. +- **[Multi-Model Advisor](https://github.com/YuChenSSR/multi-ai-advisor-mcp)** - A Model Context Protocol (MCP) server that orchestrates queries across multiple Ollama models, synthesizing their insights to deliver a comprehensive and multifaceted AI perspective on any given query. - **[MySQL](https://github.com/benborla/mcp-server-mysql)** (by benborla) - MySQL database integration in NodeJS with configurable access controls and schema inspection - **[MySQL](https://github.com/designcomputer/mysql_mcp_server)** (by DesignComputer) - MySQL database integration in Python with configurable access controls and schema inspection - **[n8n](https://github.com/leonardsellem/n8n-mcp-server)** - This MCP server provides tools and resources for AI assistants to manage n8n workflows and executions, including listing, creating, updating, and deleting workflows, as well as monitoring their execution status. From 42cd3b6e56e426ba31fc90c7031637d9eb1bddcb Mon Sep 17 00:00:00 2001 From: moonrailgun Date: Tue, 1 Apr 2025 00:34:08 +0800 Subject: [PATCH 072/190] docs: add tianji mcp server link --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 1ebd7d52..a6af49d0 100644 --- a/README.md +++ b/README.md @@ -113,6 +113,7 @@ Official integrations are maintained by companies building production ready MCP - Stripe Logo **[Stripe](https://github.com/stripe/agent-toolkit)** - Interact with Stripe API - Tavily Logo **[Tavily](https://github.com/tavily-ai/tavily-mcp)** - Search engine for AI agents (search + extract) powered by [Tavily](https://tavily.com/) - Thirdweb Logo **[Thirdweb](https://github.com/thirdweb-dev/ai/tree/main/python/thirdweb-mcp)** - Read/write to over 2k blockchains, enabling data querying, contract analysis/deployment, and transaction execution, powered by [Thirdweb](https://thirdweb.com/) +- Tianji Logo **[Tianji](https://github.com/msgbyte/tianji/tree/master/apps/mcp-server)** - Interact with Tianji platform whatever selfhosted or cloud platform, powered by [Tianji](https://tianji.msgbyte.com/). - Tinybird Logo **[Tinybird](https://github.com/tinybirdco/mcp-tinybird)** - Interact with Tinybird serverless ClickHouse platform - UnifAI Logo **[UnifAI](https://github.com/unifai-network/unifai-mcp-server)** - Dynamically search and call tools using [UnifAI Network](https://unifai.network) - Unstructured Logo **[Unstructured](https://github.com/Unstructured-IO/UNS-MCP)** - Set up and interact with your unstructured data processing workflows in [Unstructured Platform](https://unstructured.io) From 424be00fa04fb9f618282c8d93a364d184cd2e1b Mon Sep 17 00:00:00 2001 From: akesiraju Date: Mon, 31 Mar 2025 14:58:45 -0400 Subject: [PATCH 073/190] Add Morningstar MCP Server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 1ebd7d52..54bd7243 100644 --- a/README.md +++ b/README.md @@ -269,6 +269,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[MongoDB](https://github.com/kiliczsh/mcp-mongo-server)** - A Model Context Protocol Server for MongoDB. - **[MongoDB Lens](https://github.com/furey/mongodb-lens)** - Full Featured MCP Server for MongoDB Databases. - **[Monday.com](https://github.com/sakce/mcp-server-monday)** - MCP Server to interact with Monday.com boards and items. +- **[Morningstar](https://github.com/Morningstar/morningstar-mcp-server)** - MCP Server to interact with Morningstar Research, Editorial and Datapoints - **[Multicluster-MCP-Sever](https://github.com/yanmxa/multicluster-mcp-server)** - The gateway for GenAI systems to interact with multiple Kubernetes clusters. - **[MySQL](https://github.com/benborla/mcp-server-mysql)** (by benborla) - MySQL database integration in NodeJS with configurable access controls and schema inspection - **[MySQL](https://github.com/designcomputer/mysql_mcp_server)** (by DesignComputer) - MySQL database integration in Python with configurable access controls and schema inspection From c227826db458206c8c199bef46e6030be996ef65 Mon Sep 17 00:00:00 2001 From: Gal Date: Mon, 31 Mar 2025 22:04:45 +0300 Subject: [PATCH 074/190] Add Edwin to MCP server list --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 1ebd7d52..3d3b8109 100644 --- a/README.md +++ b/README.md @@ -131,6 +131,7 @@ 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. - **[Airbnb](https://github.com/openbnb-org/mcp-server-airbnb)** - Provides tools to search Airbnb and get listing details. - **[Algorand](https://github.com/GoPlausible/algorand-mcp)** - A comprehensive MCP server for tooling interactions (40+) and resource accessibility (60+) plus many useful prompts for interacting with the Algorand blockchain. +- **[Edwin](https://github.com/edwin-finance/edwin/tree/main/examples/mcp-server)** - MCP server for edwin SDK - enabling AI agents to interact with DeFi protocols across EVM, Solana and other blockchains. - **[Airflow](https://github.com/yangkyeongmo/mcp-server-apache-airflow)** - A MCP Server that connects to [Apache Airflow](https://airflow.apache.org/) using official python client. - **[Airtable](https://github.com/domdomegg/airtable-mcp-server)** - Read and write access to [Airtable](https://airtable.com/) databases, with schema inspection. - **[Airtable](https://github.com/felores/airtable-mcp)** - Airtable Model Context Protocol Server. From fea5f0ba14cae2da7753181f72c59582f9557c22 Mon Sep 17 00:00:00 2001 From: lipandong Date: Tue, 1 Apr 2025 10:50:24 +0800 Subject: [PATCH 075/190] Add Alibaba Cloud AnalyticDB for MySQL MCP Server to README --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 1ebd7d52..22bf3efc 100644 --- a/README.md +++ b/README.md @@ -44,6 +44,7 @@ Official integrations are maintained by companies building production ready MCP - AgentQL Logo **[AgentQL](https://github.com/tinyfish-io/agentql-mcp)** - Enable AI agents to get structured data from unstructured web with [AgentQL](https://www.agentql.com/). - AgentRPC Logo **[AgentRPC](https://github.com/agentrpc/agentrpc)** - Connect to any function, any language, across network boundaries using [AgentRPC](https://www.agentrpc.com/). - Aiven Logo **[Aiven](https://github.com/Aiven-Open/mcp-aiven)** - Navigate your [Aiven projects](https://go.aiven.io/mcp-server) and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services +- Alibaba Cloud AnalyticDB for MySQL Logo **[Alibaba Cloud AnalyticDB for MySQL](https://github.com/aliyun/alibabacloud-adb-mysql-mcp-server)** - Connect to a [AnalyticDB for MySQL](https://www.alibabacloud.com/en/product/analyticdb-for-mysql) cluster for getting database or table metadata, querying and analyzing data.It will be supported to add the openapi for cluster operation in the future. - 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 - 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. - 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. From 01dc9d2572434ee860f4ddade3dddd3e71ddbd00 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?V=C3=ADctor=20Romero?= <46640258+IOhacker@users.noreply.github.com> Date: Mon, 31 Mar 2025 21:34:49 -0600 Subject: [PATCH 076/190] Integrate the MCP Server for Mifos X an Open Source Core Banking Solution for Financial Institutions Integrate the MCP Server for Mifos X an Open Source Core Banking Solution for Financial Institutions --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 1ebd7d52..51bf0e87 100644 --- a/README.md +++ b/README.md @@ -252,6 +252,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[mac-messages-mcp](https://github.com/carterlasalle/mac_messages_mcp)** - An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages. - **[MariaDB](https://github.com/abel9851/mcp-server-mariadb)** - MariaDB database integration with configurable access controls in Python. - **[Maton](https://github.com/maton-ai/agent-toolkit/tree/main/modelcontextprotocol)** - Connect to your SaaS tools like HubSpot, Salesforce, and more. +- **[Mifos X](https://github.com/openMF/mcp-mifosx)** - A MCP server for the Mifos X Open Source Banking useful for managing clients, loans, savings, shares, financial transactions and generating financial reports. - **[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 Installer](https://github.com/anaisbetts/mcp-installer)** - This server is a server that installs other MCP servers for you. From 8d25f0e7434ba2f39cc32176bd7424e3c18af43e Mon Sep 17 00:00:00 2001 From: Aland Osman <56197620+Lunatix01@users.noreply.github.com> Date: Tue, 1 Apr 2025 12:01:15 +0300 Subject: [PATCH 077/190] Add Spring AI MCP Client and Server to README.md --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 1ebd7d52..89a6697d 100644 --- a/README.md +++ b/README.md @@ -372,11 +372,13 @@ These are high-level frameworks that make it easier to build MCP servers or clie * **[Higress MCP Server Hosting](https://github.com/alibaba/higress/tree/main/plugins/wasm-go/mcp-servers)** - A solution for hosting MCP Servers by extending the API Gateway (based on Envoy) with wasm plugins. * **[MCP-Framework](https://mcp-framework.com)** Build MCP servers with elegance and speed in Typescript. Comes with a CLI to create your project with `mcp create app`. Get started with your first server in under 5 minutes by **[Alex Andru](https://github.com/QuantGeekDev)** * **[Quarkus MCP Server SDK](https://github.com/quarkiverse/quarkus-mcp-server)** (Java) +* **[Spring AI MCP Server](https://docs.spring.io/spring-ai/reference/api/mcp/mcp-server-boot-starter-docs.html)** - Provides auto-configuration for setting up an MCP server in Spring Boot applications. * **[Template MCP Server](https://github.com/mcpdotdirect/template-mcp-server)** - A CLI tool to create a new Model Context Protocol server project with TypeScript support, dual transport options, and an extensible structure ### For clients * **[codemirror-mcp](https://github.com/marimo-team/codemirror-mcp)** - CodeMirror extension that implements the Model Context Protocol (MCP) for resource mentions and prompt commands +* **[Spring AI MCP Client](https://docs.spring.io/spring-ai/reference/api/mcp/mcp-client-boot-starter-docs.html)** - Provides auto-configuration for MCP client functionality in Spring Boot applications. ## 📚 Resources From b5a907263c77c2fa6bd40db38609cbf98b290ec6 Mon Sep 17 00:00:00 2001 From: Brian Buvinghausen Date: Tue, 1 Apr 2025 08:39:10 -0500 Subject: [PATCH 078/190] Fix docker warnings --- src/puppeteer/Dockerfile | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/puppeteer/Dockerfile b/src/puppeteer/Dockerfile index d0f58a3a..6bcfbb97 100644 --- a/src/puppeteer/Dockerfile +++ b/src/puppeteer/Dockerfile @@ -1,12 +1,12 @@ FROM node:22-bookworm-slim -ENV DEBIAN_FRONTEND noninteractive +ENV DEBIAN_FRONTEND=noninteractive # for arm64 support we need to install chromium provided by debian # npm ERR! The chromium binary is not available for arm64. # https://github.com/puppeteer/puppeteer/issues/7740 -ENV PUPPETEER_SKIP_CHROMIUM_DOWNLOAD true +ENV PUPPETEER_SKIP_CHROMIUM_DOWNLOAD=true ENV PUPPETEER_EXECUTABLE_PATH=/usr/bin/chromium RUN apt-get update && \ From 5ab9ded765135be2487709fbdc798342ccea64a8 Mon Sep 17 00:00:00 2001 From: samuelhsin Date: Wed, 2 Apr 2025 00:02:10 +0800 Subject: [PATCH 079/190] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 1ebd7d52..dab32ef2 100644 --- a/README.md +++ b/README.md @@ -58,6 +58,7 @@ Official integrations are maintained by companies building production ready MCP - **[Cloudflare](https://github.com/cloudflare/mcp-server-cloudflare)** - Deploy, configure & interrogate your resources on the Cloudflare developer platform (e.g. Workers/KV/R2/D1) - 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 telemtry data from your LLMs in natural language. - **[Convex](https://stack.convex.dev/convex-mcp-server)** - Introspect and query your apps deployed to Convex. +- DataWorks Logo **[DataWorks](https://github.com/aliyun/alibabacloud-dataworks-mcp-server)** - A Model Context Protocol (MCP) server that provides tools for AI, allowing it to interact with the [DataWorks](https://www.alibabacloud.com/help/en/dataworks/) Open API through a standardized interface. This implementation is based on the Alibaba Cloud Open API and enables AI agents to perform cloud resources operations seamlessly. - 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 - DevHub Logo **[DevHub](https://github.com/devhub/devhub-cms-mcp)** - Manage and utilize website content within the [DevHub](https://www.devhub.com) CMS platform - E2B Logo **[E2B](https://github.com/e2b-dev/mcp-server)** - Run code in secure sandboxes hosted by [E2B](https://e2b.dev) From db80920ed17033417b73fdae8d27ad2f2d0d293a Mon Sep 17 00:00:00 2001 From: samuelhsin Date: Wed, 2 Apr 2025 00:15:46 +0800 Subject: [PATCH 080/190] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index dab32ef2..d2528b55 100644 --- a/README.md +++ b/README.md @@ -58,8 +58,8 @@ Official integrations are maintained by companies building production ready MCP - **[Cloudflare](https://github.com/cloudflare/mcp-server-cloudflare)** - Deploy, configure & interrogate your resources on the Cloudflare developer platform (e.g. Workers/KV/R2/D1) - 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 telemtry data from your LLMs in natural language. - **[Convex](https://stack.convex.dev/convex-mcp-server)** - Introspect and query your apps deployed to Convex. -- DataWorks Logo **[DataWorks](https://github.com/aliyun/alibabacloud-dataworks-mcp-server)** - A Model Context Protocol (MCP) server that provides tools for AI, allowing it to interact with the [DataWorks](https://www.alibabacloud.com/help/en/dataworks/) Open API through a standardized interface. This implementation is based on the Alibaba Cloud Open API and enables AI agents to perform cloud resources operations seamlessly. - 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 +- DataWorks Logo **[DataWorks](https://github.com/aliyun/alibabacloud-dataworks-mcp-server)** - A Model Context Protocol (MCP) server that provides tools for AI, allowing it to interact with the [DataWorks](https://www.alibabacloud.com/help/en/dataworks/) Open API through a standardized interface. This implementation is based on the Alibaba Cloud Open API and enables AI agents to perform cloud resources operations seamlessly. - DevHub Logo **[DevHub](https://github.com/devhub/devhub-cms-mcp)** - Manage and utilize website content within the [DevHub](https://www.devhub.com) CMS platform - E2B Logo **[E2B](https://github.com/e2b-dev/mcp-server)** - Run code in secure sandboxes hosted by [E2B](https://e2b.dev) - 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 From 293c4b734f1709b43b1ae605a7ec018f413f5058 Mon Sep 17 00:00:00 2001 From: yunusemreozdemir Date: Wed, 2 Apr 2025 01:11:12 +0300 Subject: [PATCH 081/190] add upstash mcp server to official integrations --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 35e24f15..1bf97ac9 100644 --- a/README.md +++ b/README.md @@ -116,6 +116,7 @@ Official integrations are maintained by companies building production ready MCP - Tinybird Logo **[Tinybird](https://github.com/tinybirdco/mcp-tinybird)** - Interact with Tinybird serverless ClickHouse platform - UnifAI Logo **[UnifAI](https://github.com/unifai-network/unifai-mcp-server)** - Dynamically search and call tools using [UnifAI Network](https://unifai.network) - Unstructured Logo **[Unstructured](https://github.com/Unstructured-IO/UNS-MCP)** - Set up and interact with your unstructured data processing workflows in [Unstructured Platform](https://unstructured.io) +- Upstash Logo **[Upstash](https://github.com/upstash/mcp-server)** - Manage Redis databases and run Redis commands on [Upstash](https://upstash.com/) with natural language. - **[Vectorize](https://github.com/vectorize-io/vectorize-mcp-server/)** - [Vectorize](https://vectorize.io) MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking. - Verodat Logo **[Verodat](https://github.com/Verodat/verodat-mcp-server)** - Interact with Verodat AI Ready Data platform - VeyraX Logo **[VeyraX](https://github.com/VeyraX/veyrax-mcp)** - Single tool to control all 100+ API integrations, and UI components From c5de8bdf3f33090471199764370da9b0046ab59b Mon Sep 17 00:00:00 2001 From: Jun Date: Tue, 1 Apr 2025 22:28:22 -0500 Subject: [PATCH 082/190] Add a Puppeteer tool to capture screenshot as raw base64 text --- src/puppeteer/README.md | 8 ++++++ src/puppeteer/index.ts | 55 +++++++++++++++++++++++++++++++++++++++++ 2 files changed, 63 insertions(+) diff --git a/src/puppeteer/README.md b/src/puppeteer/README.md index 4eab314c..50f8b82e 100644 --- a/src/puppeteer/README.md +++ b/src/puppeteer/README.md @@ -21,6 +21,14 @@ A Model Context Protocol server that provides browser automation capabilities us - `width` (number, optional, default: 800): Screenshot width - `height` (number, optional, default: 600): Screenshot height +- **puppeteer_screenshot_encoded** + - Captures a screenshot of the entire page or a specific element and return it as a base64-encoded data URI. + - Inputs: + - `name` (string, required): Name for the screenshot + - `selector` (string, optional): CSS selector for element to screenshot + - `width` (number, optional, default: 800): Screenshot width + - `height` (number, optional, default: 600): Screenshot height + - **puppeteer_click** - Click elements on the page - Input: `selector` (string): CSS selector for element to click diff --git a/src/puppeteer/index.ts b/src/puppeteer/index.ts index 1849c783..feabec70 100644 --- a/src/puppeteer/index.ts +++ b/src/puppeteer/index.ts @@ -43,6 +43,20 @@ const TOOLS: Tool[] = [ required: ["name"], }, }, + { + name: "puppeteer_screenshot_encoded", + description: "Take a screenshot of the current page or a specific element and return it as a base64-encoded data URI", + inputSchema: { + type: "object", + properties: { + name: { type: "string", description: "Name for the screenshot" }, + selector: { type: "string", description: "CSS selector for element to screenshot" }, + width: { type: "number", description: "Width in pixels (default: 800)" }, + height: { type: "number", description: "Height in pixels (default: 600)" }, + }, + required: ["name"], + }, + }, { name: "puppeteer_click", description: "Click an element on the page", @@ -265,6 +279,47 @@ async function handleToolCall(name: string, args: any): Promise }; } + case "puppeteer_screenshot_encoded": { + const width = args.width ?? 800; + const height = args.height ?? 600; + await page.setViewport({ width, height }); + + const screenshot = await (args.selector + ? (await page.$(args.selector))?.screenshot({ encoding: "base64" }) + : page.screenshot({ encoding: "base64", fullPage: false })); + + if (!screenshot) { + return { + content: [ + { + type: "text", + text: args.selector ? `Element not found: ${args.selector}` : "Screenshot failed", + }, + ], + isError: true, + }; + } + + screenshots.set(args.name, screenshot as string); + server.notification({ + method: "notifications/resources/list_changed", + }); + + return { + content: [ + { + type: "text", + text: `Screenshot '${args.name}' taken at ${width}x${height}`, + } as TextContent, + { + type: "text", + text: `data:image/png;base64,${screenshot}`, + } as TextContent, + ], + isError: false, + }; + } + case "puppeteer_click": try { await page.click(args.selector); From 5e90fb0d3e257a47f060b20c379300f528598d9c Mon Sep 17 00:00:00 2001 From: Daniel Allen Date: Thu, 3 Apr 2025 08:04:50 +0100 Subject: [PATCH 083/190] Add official Burp Suite MCP server extension to servers list --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 35e24f15..b7745b45 100644 --- a/README.md +++ b/README.md @@ -51,6 +51,7 @@ Official integrations are maintained by companies building production ready MCP - Bankless Logo **[Bankless Onchain](https://github.com/bankless/onchain-mcp)** - Query Onchain data, like ERC20 tokens, transaction history, smart contract state. - Box Logo **[Box](https://github.com/box-community/mcp-server-box)** - Interact with the Intelligent Content Management platform through Box AI. - 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) +- PortSwigger Logo **[Burp Suite](https://github.com/PortSwigger/mcp-server)** - MCP Server extension allowing AI clients to connect to [Burp Suite](https://portswigger.net) - **[Chargebee](https://github.com/chargebee/agentkit/tree/main/modelcontextprotocol)** - MCP Server that connects AI agents to [Chargebee platform](https://www.chargebee.com). - **[Chroma](https://github.com/chroma-core/chroma-mcp)** - Embeddings, vector search, document storage, and full-text search with the open-source AI application database - Chronulus AI Logo **[Chronulus AI](https://github.com/ChronulusAI/chronulus-mcp)** - Predict anything with Chronulus AI forecasting and prediction agents. From 0f4c9fab6f30be9f5e732ae4c8a848b890bb4d98 Mon Sep 17 00:00:00 2001 From: Mikhail Shilkov Date: Fri, 4 Apr 2025 14:23:12 +0200 Subject: [PATCH 084/190] Add Pulumi to Official Integrations README.md Add [Pulumi MCP Server](https://www.npmjs.com/package/@pulumi/mcp-server) to Official Integrations README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 788118eb..b4d04c97 100644 --- a/README.md +++ b/README.md @@ -101,6 +101,7 @@ Official integrations are maintained by companies building production ready MCP - Octagon Logo **[Octagon](https://github.com/OctagonAI/octagon-mcp-server)** - Deliver real-time investment research with extensive private and public market data. - Oxylabs Logo **[Oxylabs](https://github.com/oxylabs/oxylabs-mcp)** - Scrape websites with Oxylabs Web API, supporting dynamic rendering and parsing for structured data extraction. - 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. +- Pulumi Logo **[Pulumi](https://github.com/pulumi/mcp-server)** - Deploy and manage cloud infrastructure using [Pulumi](https://pulumi.com). - **[Qdrant](https://github.com/qdrant/mcp-server-qdrant/)** - Implement semantic memory layer on top of the Qdrant vector search engine - **[Ramp](https://github.com/ramp-public/ramp-mcp)** - Interact with [Ramp](https://ramp.com)'s Developer API to run analysis on your spend and gain insights leveraging LLMs - **[Raygun](https://github.com/MindscapeHQ/mcp-server-raygun)** - Interact with your crash reporting and real using monitoring data on your Raygun account From aa5e9791c944e2c6048532e0b63e8b2a015c20cf Mon Sep 17 00:00:00 2001 From: kars Date: Sat, 5 Apr 2025 14:01:57 +0900 Subject: [PATCH 085/190] add OP.GG to list --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 788118eb..a0ebff65 100644 --- a/README.md +++ b/README.md @@ -99,6 +99,7 @@ Official integrations are maintained by companies building production ready MCP - Neon Logo **[Neon](https://github.com/neondatabase/mcp-server-neon)** - Interact with the Neon serverless Postgres platform - OceanBase Logo **[OceanBase](https://github.com/oceanbase/mcp-oceanbase)** - MCP Server for OceanBase database and its tools - Octagon Logo **[Octagon](https://github.com/OctagonAI/octagon-mcp-server)** - Deliver real-time investment research with extensive private and public market data. +- OP.GG Logo **[OP.GG](https://github.com/opgginc/opgg-mcp-esports)** - Fetch upcoming League of Legends tournaments (Worlds, MSI, LCK, LPL, LEC and etc) match schedules effortlessly. - Oxylabs Logo **[Oxylabs](https://github.com/oxylabs/oxylabs-mcp)** - Scrape websites with Oxylabs Web API, supporting dynamic rendering and parsing for structured data extraction. - 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. - **[Qdrant](https://github.com/qdrant/mcp-server-qdrant/)** - Implement semantic memory layer on top of the Qdrant vector search engine From 0a27c33c399202f6771135ffdf11ee595410e43f Mon Sep 17 00:00:00 2001 From: thefalc Date: Tue, 8 Apr 2025 06:54:45 -0700 Subject: [PATCH 086/190] Added Confluent MCP server project --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index daaaf373..bede3e98 100644 --- a/README.md +++ b/README.md @@ -61,6 +61,7 @@ Official integrations are maintained by companies building production ready MCP - **[Cloudflare](https://github.com/cloudflare/mcp-server-cloudflare)** - Deploy, configure & interrogate your resources on the Cloudflare developer platform (e.g. Workers/KV/R2/D1) - 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. - 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 telemtry data from your LLMs in natural language. +- **[Confluent](https://github.com/confluentinc/mcp-confluent)** - Interact with Confluent Kafka and Confluent Cloud REST APIs. - **[Convex](https://stack.convex.dev/convex-mcp-server)** - Introspect and query your apps deployed to Convex. - 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 - DevHub Logo **[DevHub](https://github.com/devhub/devhub-cms-mcp)** - Manage and utilize website content within the [DevHub](https://www.devhub.com) CMS platform From 5db0a19c4ab41f15dba19564bc1f959b7e0ef7c3 Mon Sep 17 00:00:00 2001 From: Brad Erickson Date: Thu, 27 Mar 2025 18:57:44 -0700 Subject: [PATCH 087/190] Add Video Still Capture MCP to README --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index a7962b4e..f2cf8203 100644 --- a/README.md +++ b/README.md @@ -365,6 +365,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. - **[Vega-Lite](https://github.com/isaacwasserman/mcp-vegalite-server)** - Generate visualizations from fetched data using the VegaLite format and renderer. - **[Video Editor](https://github.com/burningion/video-editing-mcp)** - A Model Context Protocol Server to add, edit, and search videos with [Video Jungle](https://www.video-jungle.com/). +- **[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) - **[VolcEngine TOS](https://github.com/dinghuazhou/sample-mcp-server-tos)** - A sample MCP server for VolcEngine TOS that flexibly get objects from TOS. - **[Wanaku MCP Router](https://github.com/wanaku-ai/wanaku/)** - The Wanaku MCP Router is a SSE-based MCP server that provides an extensible routing engine that allows integrating your enterprise systems with AI agents. From b771a3a79c0fa2f71c0814fbe26d168e76c16113 Mon Sep 17 00:00:00 2001 From: Aidan Date: Thu, 10 Apr 2025 09:19:09 -0500 Subject: [PATCH 088/190] prisma added --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index a7962b4e..3e013e9a 100644 --- a/README.md +++ b/README.md @@ -109,6 +109,7 @@ Official integrations are maintained by companies building production ready MCP - Paddle Logo **[Paddle](https://github.com/PaddleHQ/paddle-mcp-server)** - Interact with the Paddle API. Manage product catalog, billing and subscriptions, and reports. - PayPal Logo **[PayPal](https://mcp.paypal.com)** - PayPal's official MCP server. - 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. +- Prisma Logo **[Prisma](https://github.com/prisma/prisma)** - Create and manage Prisma Postgres databases - **[Qdrant](https://github.com/qdrant/mcp-server-qdrant/)** - Implement semantic memory layer on top of the Qdrant vector search engine - **[Ramp](https://github.com/ramp-public/ramp-mcp)** - Interact with [Ramp](https://ramp.com)'s Developer API to run analysis on your spend and gain insights leveraging LLMs - **[Raygun](https://github.com/MindscapeHQ/mcp-server-raygun)** - Interact with your crash reporting and real using monitoring data on your Raygun account From 3a6f892599584705e79b694ed940b2bb881e3feb Mon Sep 17 00:00:00 2001 From: Aidan Date: Thu, 10 Apr 2025 09:21:09 -0500 Subject: [PATCH 089/190] link updated --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 3e013e9a..f5078d07 100644 --- a/README.md +++ b/README.md @@ -109,7 +109,7 @@ Official integrations are maintained by companies building production ready MCP - Paddle Logo **[Paddle](https://github.com/PaddleHQ/paddle-mcp-server)** - Interact with the Paddle API. Manage product catalog, billing and subscriptions, and reports. - PayPal Logo **[PayPal](https://mcp.paypal.com)** - PayPal's official MCP server. - 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. -- Prisma Logo **[Prisma](https://github.com/prisma/prisma)** - Create and manage Prisma Postgres databases +- Prisma Logo **[Prisma](https://www.prisma.io/docs/postgres/mcp-server)** - Create and manage Prisma Postgres databases - **[Qdrant](https://github.com/qdrant/mcp-server-qdrant/)** - Implement semantic memory layer on top of the Qdrant vector search engine - **[Ramp](https://github.com/ramp-public/ramp-mcp)** - Interact with [Ramp](https://ramp.com)'s Developer API to run analysis on your spend and gain insights leveraging LLMs - **[Raygun](https://github.com/MindscapeHQ/mcp-server-raygun)** - Interact with your crash reporting and real using monitoring data on your Raygun account From 35557a4f7c8cf9d76266ac413dcfe3f619c19a11 Mon Sep 17 00:00:00 2001 From: Aidan Date: Thu, 10 Apr 2025 09:24:08 -0500 Subject: [PATCH 090/190] image updated --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index f5078d07..b56072cd 100644 --- a/README.md +++ b/README.md @@ -109,7 +109,7 @@ Official integrations are maintained by companies building production ready MCP - Paddle Logo **[Paddle](https://github.com/PaddleHQ/paddle-mcp-server)** - Interact with the Paddle API. Manage product catalog, billing and subscriptions, and reports. - PayPal Logo **[PayPal](https://mcp.paypal.com)** - PayPal's official MCP server. - 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. -- Prisma Logo **[Prisma](https://www.prisma.io/docs/postgres/mcp-server)** - Create and manage Prisma Postgres databases +- Prisma Logo **[Prisma](https://www.prisma.io/docs/postgres/mcp-server)** - Create and manage Prisma Postgres databases - **[Qdrant](https://github.com/qdrant/mcp-server-qdrant/)** - Implement semantic memory layer on top of the Qdrant vector search engine - **[Ramp](https://github.com/ramp-public/ramp-mcp)** - Interact with [Ramp](https://ramp.com)'s Developer API to run analysis on your spend and gain insights leveraging LLMs - **[Raygun](https://github.com/MindscapeHQ/mcp-server-raygun)** - Interact with your crash reporting and real using monitoring data on your Raygun account From c3267155cd7194322eee3b98a165a2da88d31720 Mon Sep 17 00:00:00 2001 From: "R.Huijts" Date: Fri, 11 Apr 2025 09:33:45 +0200 Subject: [PATCH 091/190] Add Strava MCP server to community servers list --- README.md | 11 ++++++----- 1 file changed, 6 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index 499e3e41..3cc9d3c2 100644 --- a/README.md +++ b/README.md @@ -77,6 +77,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[AWS](https://github.com/rishikavikondala/mcp-server-aws)** - Perform operations on your AWS resources using an LLM - **[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/) - **[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. +- **[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. - **[Windows CLI](https://github.com/SimonB97/win-cli-mcp-server)** - MCP server for secure command-line interactions on Windows systems, enabling controlled access to PowerShell, CMD, and Git Bash shells. - **[OpenRPC](https://github.com/shanejonas/openrpc-mpc-server)** - Interact with and discover JSON-RPC APIs via [OpenRPC](https://open-rpc.org). - **[FireCrawl](https://github.com/vrknetha/mcp-server-firecrawl)** - Advanced web scraping with JavaScript rendering, PDF support, and smart rate limiting @@ -117,14 +118,14 @@ Additional resources on MCP. - **[Awesome MCP Servers by wong2](https://github.com/wong2/awesome-mcp-servers)** (**[website](https://mcpservers.org)**) - A curated list of MCP servers by **[wong2](https://github.com/wong2)** - **[Awesome MCP Servers by appcypher](https://github.com/appcypher/awesome-mcp-servers)** - A curated list of MCP servers by **[Stephen Akinyemi](https://github.com/appcypher)** - **[Open-Sourced MCP Servers Directory](https://github.com/chatmcp/mcp-directory)** - A curated list of MCP servers by **[mcpso](https://mcp.so)** -- **[Discord Server](https://glama.ai/mcp/discord)** – A community discord server dedicated to MCP by **[Frank Fiegel](https://github.com/punkpeye)** +- **[Discord Server](https://glama.ai/mcp/discord)** – A community discord server dedicated to MCP by **[Frank Fiegel](https://github.com/punkpeye)** - **[Smithery](https://smithery.ai/)** - A registry of MCP servers to find the right tools for your LLM agents by **[Henry Mao](https://github.com/calclavia)** - **[mcp-get](https://mcp-get.com)** - Command line tool for installing and managing MCP servers by **[Michael Latman](https://github.com/michaellatman)** - **[mcp-cli](https://github.com/wong2/mcp-cli)** - A CLI inspector for the Model Context Protocol by **[wong2](https://github.com/wong2)** -- **[r/mcp](https://www.reddit.com/r/mcp)** – A Reddit community dedicated to MCP by **[Frank Fiegel](https://github.com/punkpeye)** -- **[MCP X Community](https://x.com/i/communities/1861891349609603310)** – A X community for MCP by **[Xiaoyi](https://x.com/chxy)** +- **[r/mcp](https://www.reddit.com/r/mcp)** – A Reddit community dedicated to MCP by **[Frank Fiegel](https://github.com/punkpeye)** +- **[MCP X Community](https://x.com/i/communities/1861891349609603310)** – A X community for MCP by **[Xiaoyi](https://x.com/chxy)** - **[mcp-manager](https://github.com/zueai/mcp-manager)** - Simple Web UI to install and manage MCP servers for Claude Desktop by **[Zue](https://github.com/zueai)** -- **[MCPHub](https://github.com/Jeamee/MCPHub-Desktop)** – An Open Source MacOS & Windows GUI Desktop app for discovering, installing and managing MCP servers by **[Jeamee](https://github.com/jeamee)** +- **[MCPHub](https://github.com/Jeamee/MCPHub-Desktop)** – An Open Source MacOS & Windows GUI Desktop app for discovering, installing and managing MCP servers by **[Jeamee](https://github.com/jeamee)** ## 🚀 Getting Started @@ -218,4 +219,4 @@ 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! +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! \ No newline at end of file From a7d31541181aa27f77d76511270b45c41ee59c1b Mon Sep 17 00:00:00 2001 From: Kevin Thomas Date: Sat, 12 Apr 2025 12:24:10 -0400 Subject: [PATCH 092/190] Update README.md adding MalwareBazaar_MCP PR to add MalwareBazaar_MCP to the Community list. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 90799b46..a6d164c5 100644 --- a/README.md +++ b/README.md @@ -270,6 +270,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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/) - **[llm-context](https://github.com/cyberchitta/llm-context.py)** - Provides a repo-packing MCP tool with configurable profiles that specify file inclusion/exclusion patterns and optional prompts. - **[mac-messages-mcp](https://github.com/carterlasalle/mac_messages_mcp)** - An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages. +- **[MalwareBazaar_MCP](https://github.com/mytechnotalent/MalwareBazaar_MCP)** (by Kevin Thomas) - An AI-driven MCP server that autonomously interfaces with MalwareBazaar, delivering real-time threat intel and sample metadata for authorized cybersecurity research workflows. - **[MariaDB](https://github.com/abel9851/mcp-server-mariadb)** - MariaDB database integration with configurable access controls in Python. - **[Maton](https://github.com/maton-ai/agent-toolkit/tree/main/modelcontextprotocol)** - Connect to your SaaS tools like HubSpot, Salesforce, and more. - **[MCP Compass](https://github.com/liuyoshio/mcp-compass)** - Suggest the right MCP server for your needs From 27d728db5fcef005b138c710f219c57e224b5596 Mon Sep 17 00:00:00 2001 From: Kevin Thomas Date: Sun, 13 Apr 2025 10:16:20 -0400 Subject: [PATCH 093/190] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index a6d164c5..8177222f 100644 --- a/README.md +++ b/README.md @@ -334,6 +334,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[QuickChart](https://github.com/GongRzhe/Quickchart-MCP-Server)** - A Model Context Protocol server for generating charts using QuickChart.io - **[Qwen_Max](https://github.com/66julienmartin/MCP-server-Qwen_Max)** - A Model Context Protocol (MCP) server implementation for the Qwen models. - **[RabbitMQ](https://github.com/kenliao94/mcp-server-rabbitmq)** - The MCP server that interacts with RabbitMQ to publish and consume messages. +- **[RAG](https://github.com/mytechnotalent/RAG_MCP)** - A RAG-ready MCP server for semantic PDF search with OCR, FAISS, and transformers—plug into any MCP client and retrieve intelligent answers. - **[RAG Web Browser](https://github.com/apify/mcp-server-rag-web-browser)** An MCP server for Apify's open-source RAG Web Browser [Actor](https://apify.com/apify/rag-web-browser) to perform web searches, scrape URLs, and return content in Markdown. - **[Reaper](https://github.com/dschuler36/reaper-mcp-server)** - Interact with your [Reaper](https://www.reaper.fm/) (Digital Audio Workstation) projects. - **[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. From efad4e6386e760f4c68090fc9eed01b0713b26e9 Mon Sep 17 00:00:00 2001 From: Kevin Thomas Date: Sun, 13 Apr 2025 10:19:10 -0400 Subject: [PATCH 094/190] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 8177222f..4e3607d5 100644 --- a/README.md +++ b/README.md @@ -334,7 +334,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[QuickChart](https://github.com/GongRzhe/Quickchart-MCP-Server)** - A Model Context Protocol server for generating charts using QuickChart.io - **[Qwen_Max](https://github.com/66julienmartin/MCP-server-Qwen_Max)** - A Model Context Protocol (MCP) server implementation for the Qwen models. - **[RabbitMQ](https://github.com/kenliao94/mcp-server-rabbitmq)** - The MCP server that interacts with RabbitMQ to publish and consume messages. -- **[RAG](https://github.com/mytechnotalent/RAG_MCP)** - A RAG-ready MCP server for semantic PDF search with OCR, FAISS, and transformers—plug into any MCP client and retrieve intelligent answers. +- **[RAG](https://github.com/mytechnotalent/RAG_MCP)** - A RAG-ready MCP server for semantic PDF search with OCR, FAISS, and transformers—plug into any MCP client and retrieve intelligent answers within your MCP client. - **[RAG Web Browser](https://github.com/apify/mcp-server-rag-web-browser)** An MCP server for Apify's open-source RAG Web Browser [Actor](https://apify.com/apify/rag-web-browser) to perform web searches, scrape URLs, and return content in Markdown. - **[Reaper](https://github.com/dschuler36/reaper-mcp-server)** - Interact with your [Reaper](https://www.reaper.fm/) (Digital Audio Workstation) projects. - **[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. From 2551ca8aed395e55de0014e34c8b9de3f502a15e Mon Sep 17 00:00:00 2001 From: Kevin Thomas Date: Sun, 13 Apr 2025 14:32:46 +0000 Subject: [PATCH 095/190] removed other PR entry --- README.md | 1 - 1 file changed, 1 deletion(-) diff --git a/README.md b/README.md index 4e3607d5..a6d164c5 100644 --- a/README.md +++ b/README.md @@ -334,7 +334,6 @@ A growing set of community-developed and maintained servers demonstrates various - **[QuickChart](https://github.com/GongRzhe/Quickchart-MCP-Server)** - A Model Context Protocol server for generating charts using QuickChart.io - **[Qwen_Max](https://github.com/66julienmartin/MCP-server-Qwen_Max)** - A Model Context Protocol (MCP) server implementation for the Qwen models. - **[RabbitMQ](https://github.com/kenliao94/mcp-server-rabbitmq)** - The MCP server that interacts with RabbitMQ to publish and consume messages. -- **[RAG](https://github.com/mytechnotalent/RAG_MCP)** - A RAG-ready MCP server for semantic PDF search with OCR, FAISS, and transformers—plug into any MCP client and retrieve intelligent answers within your MCP client. - **[RAG Web Browser](https://github.com/apify/mcp-server-rag-web-browser)** An MCP server for Apify's open-source RAG Web Browser [Actor](https://apify.com/apify/rag-web-browser) to perform web searches, scrape URLs, and return content in Markdown. - **[Reaper](https://github.com/dschuler36/reaper-mcp-server)** - Interact with your [Reaper](https://www.reaper.fm/) (Digital Audio Workstation) projects. - **[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. From 944e162c4577b68baf2d4da8191ff0adcd68301f Mon Sep 17 00:00:00 2001 From: Juan Santos Ochoa Date: Mon, 31 Mar 2025 13:46:22 -0600 Subject: [PATCH 096/190] docs: add Jupyter Notebook MCP to Community Servers JupyterMCP connects Jupyter Notebook to Claude AI through the Model Context Protocol (MCP), allowing Claude to directly interact with and control Jupyter Notebooks. This integration enables AI-assisted code execution, data analysis, visualization, and more. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 5a631bac..2b405a90 100644 --- a/README.md +++ b/README.md @@ -259,6 +259,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[JavaFX](https://github.com/mcpso/mcp-server-javafx)** - 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, sqllite and [more](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc#supported-jdbc-variants). - **[JSON](https://github.com/GongRzhe/JSON-MCP-Server)** - JSON handling and processing server with advanced query capabilities using JSONPath syntax and support for array, string, numeric, and date operations. +- **[Jupyter Notebook](https://github.com/jjsantos01/jupyter-notebook-mcp)** - connects Jupyter Notebook to Claude AI, allowing Claude to directly interact with and control Jupyter Notebooks. This integration enables AI-assisted code execution, data analysis, visualization, and more. - **[KiCad MCP](https://github.com/lamaalrajih/kicad-mcp)** - MCP server for KiCad on Mac, Windows, and Linux. - **[Keycloak MCP](https://github.com/ChristophEnglisch/keycloak-model-context-protocol)** - This MCP server enables natural language interaction with Keycloak for user and realm management including creating, deleting, and listing users and realms. - **[Kibela](https://github.com/kiwamizamurai/mcp-kibela-server)** (by kiwamizamurai) - Interact with Kibela API. From 892ae8a2dcd8de7c38ca0af4e663c53f45c974f2 Mon Sep 17 00:00:00 2001 From: Ammon Brown Date: Thu, 17 Apr 2025 09:45:51 -0400 Subject: [PATCH 097/190] Add GibsonAI MCP Added the MCP server for GibsonAI --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 5a631bac..61718728 100644 --- a/README.md +++ b/README.md @@ -76,6 +76,7 @@ Official integrations are maintained by companies building production ready MCP - Financial Datasets Logo **[Financial Datasets](https://github.com/financial-datasets/mcp-server)** - Stock market API made for AI agents - Firecrawl Logo **[Firecrawl](https://github.com/mendableai/firecrawl-mcp-server)** - Extract web data with [Firecrawl](https://firecrawl.dev) - Fireproof Logo **[Fireproof](https://github.com/fireproof-storage/mcp-database-server)** - Immutable ledger database with live synchronization +- GibsonAI Logo **[GibsonAI](https://github.com/GibsonAI/mcp)** - AI-Powered Cloud databases: Build, migrate, and deploy database instances with AI - Gitee Logo **[Gitee](https://github.com/oschina/mcp-gitee)** - Gitee API integration, repository, issue, and pull request management, and more. - gotoHuman Logo **[gotoHuman](https://github.com/gotohuman/gotohuman-mcp-server)** - Human-in-the-loop platform - Allow AI agents and automations to send requests for approval to your [gotoHuman](https://www.gotohuman.com) inbox. - Grafana Logo **[Grafana](https://github.com/grafana/mcp-grafana)** - Search dashboards, investigate incidents and query datasources in your Grafana instance From 4b8d81fc405da9233e5526f06aa38d0cd69d1bc3 Mon Sep 17 00:00:00 2001 From: Alexander Song Date: Thu, 17 Apr 2025 20:46:56 -0700 Subject: [PATCH 098/190] docs: add arize-phoenix to official integrations --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index b7d0bb0b..9032e341 100644 --- a/README.md +++ b/README.md @@ -47,6 +47,7 @@ Official integrations are maintained by companies building production ready MCP - 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 - 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 - 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. +- Arize-Phoenix Logo **[Arize Phoenix](https://github.com/Arize-ai/phoenix/tree/main/js/packages/phoenix-mcp)** - Inspect traces, manage prompts, curate datasets, and run experiments for open-source AI and LLM observability [Arize Phoenix](https://github.com/Arize-ai/phoenix). - DataStax logo **[Astra DB](https://github.com/datastax/astra-db-mcp)** - Comprehensive tools for managing collections and documents in a [DataStax Astra DB](https://www.datastax.com/products/datastax-astra) NoSQL database with a full range of operations such as create, update, delete, find, and associated bulk actions. - 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. - 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 From fbd1c64ff40daa68020081ebba4b12cd5f900f32 Mon Sep 17 00:00:00 2001 From: Alexander Song Date: Thu, 17 Apr 2025 20:50:40 -0700 Subject: [PATCH 099/190] edit --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 9032e341..31f4d872 100644 --- a/README.md +++ b/README.md @@ -47,7 +47,7 @@ Official integrations are maintained by companies building production ready MCP - 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 - 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 - 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. -- Arize-Phoenix Logo **[Arize Phoenix](https://github.com/Arize-ai/phoenix/tree/main/js/packages/phoenix-mcp)** - Inspect traces, manage prompts, curate datasets, and run experiments for open-source AI and LLM observability [Arize Phoenix](https://github.com/Arize-ai/phoenix). +- Arize-Phoenix Logo **[Arize Phoenix](https://github.com/Arize-ai/phoenix/tree/main/js/packages/phoenix-mcp)** - Inspect traces, manage prompts, curate datasets, and run experiments using [Arize Phoenix](https://github.com/Arize-ai/phoenix), an open-source AI and LLM observability tool. - DataStax logo **[Astra DB](https://github.com/datastax/astra-db-mcp)** - Comprehensive tools for managing collections and documents in a [DataStax Astra DB](https://www.datastax.com/products/datastax-astra) NoSQL database with a full range of operations such as create, update, delete, find, and associated bulk actions. - 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. - 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 From c5dedbb343121e0e54708d8f24eade038a971cdc Mon Sep 17 00:00:00 2001 From: Ali Hashemi Date: Sat, 19 Apr 2025 10:57:44 -0300 Subject: [PATCH 100/190] chore: add rust mcp filesystem to community servers --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 38f1dada..bf92ac2c 100644 --- a/README.md +++ b/README.md @@ -348,6 +348,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Rquest](https://github.com/xxxbrian/mcp-rquest)** - An MCP server providing realistic browser-like HTTP request capabilities with accurate TLS/JA3/JA4 fingerprints for bypassing anti-bot measures. - **[Rijksmuseum](https://github.com/r-huijts/rijksmuseum-mcp)** - Interface with the Rijksmuseum API to search artworks, retrieve artwork details, access image tiles, and explore user collections. - **[Riot Games](https://github.com/jifrozen0110/mcp-riot)** - MCP server for League of Legends – fetch player info, ranks, champion stats, and match history via Riot API. +- **[Rust MCP Filesystem](https://github.com/rust-mcp-stack/rust-mcp-filesystem)** - Fast, asynchronous MCP server for efficient handling of various filesystem operations built with the power of Rust. - **[Salesforce MCP](https://github.com/smn2gnt/MCP-Salesforce)** - Interact with Salesforce Data and Metadata - **[Scholarly](https://github.com/adityak74/mcp-scholarly)** - A MCP server to search for scholarly and academic articles. - **[scrapling-fetch](https://github.com/cyberchitta/scrapling-fetch-mcp)** - Access text content from bot-protected websites. Fetches HTML/markdown from sites with anti-automation measures using Scrapling. From 2e25c60bfbaec752fe2c1739b05126d769d11ea8 Mon Sep 17 00:00:00 2001 From: VivekKumarNeu Date: Sat, 19 Apr 2025 18:32:45 -0700 Subject: [PATCH 101/190] add lucene mcp server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index a7eaf946..831b83e1 100644 --- a/README.md +++ b/README.md @@ -406,6 +406,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[YouTube](https://github.com/Klavis-AI/klavis/tree/main/mcp_servers/youtube)** - Extract Youtube video information (with proxies support). - **[YouTube](https://github.com/ZubeidHendricks/youtube-mcp-server)** - Comprehensive YouTube API integration for video management, Shorts creation, and analytics. - **[mcp_weather](https://github.com/isdaniel/mcp_weather_server)** - Get weather information from https://api.open-meteo.com API. +- **[mcp-lucene-server](https://github.com/VivekKumarNeu/MCP-Lucene-Server)** - spring boot server using Lucene for fast document search and management. ## 📚 Frameworks From 943252994b7a07cfee459d41bc9da74cf5f4bd24 Mon Sep 17 00:00:00 2001 From: VivekKumarNeu Date: Sat, 19 Apr 2025 22:51:33 -0700 Subject: [PATCH 102/190] add lucene mcp server --- README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 831b83e1..7629a2c2 100644 --- a/README.md +++ b/README.md @@ -279,6 +279,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[LINE](https://github.com/amornpan/py-mcp-line)** (by amornpan) - Implementation for LINE Bot integration that enables Language Models to read and analyze LINE conversations through a standardized interface. Features asynchronous operation, comprehensive logging, webhook event handling, and support for various message types. - **[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/) - **[llm-context](https://github.com/cyberchitta/llm-context.py)** - Provides a repo-packing MCP tool with configurable profiles that specify file inclusion/exclusion patterns and optional prompts. +- **[lucene-mcp-server](https://github.com/VivekKumarNeu/MCP-Lucene-Server)** - spring boot server using Lucene for fast document search and management. - **[mac-messages-mcp](https://github.com/carterlasalle/mac_messages_mcp)** - An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages. - **[MariaDB](https://github.com/abel9851/mcp-server-mariadb)** - MariaDB database integration with configurable access controls in Python. - **[Markdown2doc](https://github.com/Klavis-AI/klavis/tree/main/mcp_servers/pandoc)** - Convert between various file formats using Pandoc @@ -406,7 +407,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[YouTube](https://github.com/Klavis-AI/klavis/tree/main/mcp_servers/youtube)** - Extract Youtube video information (with proxies support). - **[YouTube](https://github.com/ZubeidHendricks/youtube-mcp-server)** - Comprehensive YouTube API integration for video management, Shorts creation, and analytics. - **[mcp_weather](https://github.com/isdaniel/mcp_weather_server)** - Get weather information from https://api.open-meteo.com API. -- **[mcp-lucene-server](https://github.com/VivekKumarNeu/MCP-Lucene-Server)** - spring boot server using Lucene for fast document search and management. + ## 📚 Frameworks From 22df04f0007f51bc512f7660c9f53dafafc35fb6 Mon Sep 17 00:00:00 2001 From: VivekKumarNeu Date: Sat, 19 Apr 2025 22:57:32 -0700 Subject: [PATCH 103/190] add lucene mcp server --- README.md | 1 - 1 file changed, 1 deletion(-) diff --git a/README.md b/README.md index 7629a2c2..0b01d771 100644 --- a/README.md +++ b/README.md @@ -408,7 +408,6 @@ A growing set of community-developed and maintained servers demonstrates various - **[YouTube](https://github.com/ZubeidHendricks/youtube-mcp-server)** - Comprehensive YouTube API integration for video management, Shorts creation, and analytics. - **[mcp_weather](https://github.com/isdaniel/mcp_weather_server)** - Get weather information from https://api.open-meteo.com API. - ## 📚 Frameworks These are high-level frameworks that make it easier to build MCP servers or clients. From acad59f973f1dabdf7e31a7858dad6c6203c6ada Mon Sep 17 00:00:00 2001 From: Diego Giorgini Date: Sun, 20 Apr 2025 16:33:52 +0200 Subject: [PATCH 104/190] Add MCP server for aranet4 --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index a7eaf946..9dfc8987 100644 --- a/README.md +++ b/README.md @@ -159,6 +159,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Anki](https://github.com/scorzeth/anki-mcp-server)** - An MCP server for interacting with your [Anki](https://apps.ankiweb.net) decks and cards. - **[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. - **[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. +- **[Aranet4](https://github.com/diegobit/aranet4-mcp-server)** - MCP Server to manage your Aranet4 CO2 sensor. Fetch data and store in a local SQLite. Ask questions about historical data. - **[ArangoDB](https://github.com/ravenwits/mcp-server-arangodb)** - MCP Server that provides database interaction capabilities through [ArangoDB](https://arangodb.com/). - **[Arduino](https://github.com/vishalmysore/choturobo)** - MCP Server that enables AI-powered robotics using Claude AI and Arduino (ESP32) for real-world automation and interaction with robots. - **[Atlassian](https://github.com/sooperset/mcp-atlassian)** - Interact with Atlassian Cloud products (Confluence and Jira) including searching/reading Confluence spaces/pages, accessing Jira issues, and project metadata. From bb2ca478a9090f553cc432a52378f7c048b7158a Mon Sep 17 00:00:00 2001 From: hiromitsusasaki Date: Mon, 21 Apr 2025 00:16:50 +0900 Subject: [PATCH 105/190] docs: add Raindrop.io MCP server to community servers --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index a7eaf946..75b3d6cf 100644 --- a/README.md +++ b/README.md @@ -347,6 +347,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Qwen_Max](https://github.com/66julienmartin/MCP-server-Qwen_Max)** - A Model Context Protocol (MCP) server implementation for the Qwen models. - **[RabbitMQ](https://github.com/kenliao94/mcp-server-rabbitmq)** - The MCP server that interacts with RabbitMQ to publish and consume messages. - **[RAG Web Browser](https://github.com/apify/mcp-server-rag-web-browser)** An MCP server for Apify's open-source RAG Web Browser [Actor](https://apify.com/apify/rag-web-browser) to perform web searches, scrape URLs, and return content in Markdown. +- **[Raindrop.io](https://github.com/hiromitsusasaki/raindrop-io-mcp-server)** - An integration that allows LLMs to interact with Raindrop.io bookmarks using the Model Context Protocol (MCP). - **[Reaper](https://github.com/dschuler36/reaper-mcp-server)** - Interact with your [Reaper](https://www.reaper.fm/) (Digital Audio Workstation) projects. - **[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 From e491ebeba2a8a1b7fd9175f08743b95b3eb4d3f3 Mon Sep 17 00:00:00 2001 From: Erik Date: Mon, 21 Apr 2025 10:15:37 +0200 Subject: [PATCH 106/190] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index a7eaf946..82699e73 100644 --- a/README.md +++ b/README.md @@ -191,6 +191,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[code-assistant](https://github.com/stippi/code-assistant)** - A coding assistant MCP server that allows to explore a code-base and make changes to code. Should be used with trusted repos only (insufficient protection against prompt injections). - **[code-executor](https://github.com/bazinga012/mcp_code_executor)** - An MCP server that allows LLMs to execute Python code within a specified Conda environment. - **[code-sandbox-mcp](https://github.com/Automata-Labs-team/code-sandbox-mcp)** - An MCP server to create secure code sandbox environment for executing code within Docker containers. +- **[consul-mcp](https://github.com/kocierik/consul-mcp-server)** - A consul MCP server for service management, health check and Key-Value Store - **[cognee-mcp](https://github.com/topoteretes/cognee/tree/main/cognee-mcp)** - GraphRAG memory server with customizable ingestion, data processing and search - **[coin_api_mcp](https://github.com/longmans/coin_api_mcp)** - Provides access to [coinmarketcap](https://coinmarketcap.com/) cryptocurrency data. - **[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 b9290f348d56331607a350fecaad29f19ebe2d2f Mon Sep 17 00:00:00 2001 From: Erik Date: Mon, 21 Apr 2025 10:24:59 +0200 Subject: [PATCH 107/190] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 82699e73..04fbf1a2 100644 --- a/README.md +++ b/README.md @@ -314,6 +314,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[National Parks](https://github.com/KyrieTangSheng/mcp-server-nationalparks)** - The server provides latest information of park details, alerts, visitor centers, campgrounds, hiking trails, and events for U.S. National Parks. - **[NAVER](https://github.com/pfldy2850/py-mcp-naver)** (by pfldy2850) - This MCP server provides tools to interact with various Naver services, such as searching blogs, news, books, and more. - **[NS Travel Information](https://github.com/r-huijts/ns-mcp-server)** - Access Dutch Railways (NS) real-time train travel information and disruptions through the official NS API. +- **[nomad-mcp](https://github.com/kocierik/nomad-mcp-server)** - A server that provides a set of tools for managing Nomad clusters through the MCP. - **[Neo4j](https://github.com/da-okazaki/mcp-neo4j-server)** - A community built server that interacts with Neo4j Graph Database. - **[Neovim](https://github.com/bigcodegen/mcp-neovim-server)** - An MCP Server for your Neovim session. - **[Notion](https://github.com/suekou/mcp-notion-server)** (by suekou) - Interact with Notion API. From 0a7c7c18f847d678a42a7dc31b6064ff261e01fd Mon Sep 17 00:00:00 2001 From: Harry Chen Date: Tue, 22 Apr 2025 12:03:01 +0800 Subject: [PATCH 108/190] docs: Update server README.md --- src/time/README.md | 30 ++++++++++++++++++------------ 1 file changed, 18 insertions(+), 12 deletions(-) diff --git a/src/time/README.md b/src/time/README.md index eed504bb..181823f2 100644 --- a/src/time/README.md +++ b/src/time/README.md @@ -45,10 +45,12 @@ Add to your Claude settings: Using uvx ```json -"mcpServers": { - "time": { - "command": "uvx", - "args": ["mcp-server-time"] +{ + "mcpServers": { + "time": { + "command": "uvx", + "args": ["mcp-server-time"] + } } } ``` @@ -58,10 +60,12 @@ Add to your Claude settings: Using docker ```json -"mcpServers": { - "time": { - "command": "docker", - "args": ["run", "-i", "--rm", "mcp/time"] +{ + "mcpServers": { + "time": { + "command": "docker", + "args": ["run", "-i", "--rm", "mcp/time"] + } } } ``` @@ -71,10 +75,12 @@ Add to your Claude settings: Using pip installation ```json -"mcpServers": { - "time": { - "command": "python", - "args": ["-m", "mcp_server_time"] +{ + "mcpServers": { + "time": { + "command": "python", + "args": ["-m", "mcp_server_time"] + } } } ``` From a4f4fa8d7d49ca45b6bdc419f95f227afa2c79da Mon Sep 17 00:00:00 2001 From: shaun smith <1936278+evalstate@users.noreply.github.com> Date: Tue, 22 Apr 2025 17:08:20 +0100 Subject: [PATCH 109/190] Update README.md Alphabetical ordering Co-authored-by: Tadas Antanavicius --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 021115e5..c680b445 100644 --- a/README.md +++ b/README.md @@ -156,8 +156,8 @@ A growing set of community-developed and maintained servers demonstrates various - **[Figma](https://github.com/GLips/Figma-Context-MCP)** - Give your coding agent direct access to Figma file data, helping it one-shot design implementation. - **[FireCrawl](https://github.com/vrknetha/mcp-server-firecrawl)** - Advanced web scraping with JavaScript rendering, PDF support, and smart rate limiting - **[FlightRadar24](https://github.com/sunsetcoder/flightradar24-mcp-server)** - A Claude Desktop MCP server that helps you track flights in real-time using Flightradar24 data. -- **[Git](https://github.com/geropl/git-mcp-go)** - Allows LLM to interact with a local git repository, incl. optional push support. - **[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. - **[Glean](https://github.com/longyi1207/glean-mcp-server)** - A server that uses Glean API to search and chat. - **[Gmail](https://github.com/GongRzhe/Gmail-MCP-Server)** - A Model Context Protocol (MCP) server for Gmail integration in Claude Desktop with auto authentication support. - **[Goal Story](https://github.com/hichana/goalstory-mcp)** - a Goal Tracker and Visualization Tool for personal and professional development. From 83cbd8e42ffcb14c0eb91663a0805548e99ebc27 Mon Sep 17 00:00:00 2001 From: Aria Dhanang <57926750+ariadng@users.noreply.github.com> Date: Wed, 23 Apr 2025 03:08:35 +0700 Subject: [PATCH 110/190] Add MetaTrader MCP to Community Servers Add MetaTrader MCP to (https://github.com/ariadng/metatrader-mcp-server) Community Servers. It's a MCP server to enable AI LLMs to execute trades using MetaTrader platform. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index fb82a010..09560cb5 100644 --- a/README.md +++ b/README.md @@ -297,6 +297,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[mcp-proxy](https://github.com/sparfenyuk/mcp-proxy)** - Connect to MCP servers that run on SSE transport, or expose stdio servers as an SSE server. - **[mem0-mcp](https://github.com/mem0ai/mem0-mcp)** - A Model Context Protocol server for Mem0, which helps with managing coding preferences. - **[Membase](https://github.com/unibaseio/membase-mcp)** - Save and query your agent memory in distributed way by Membase. +- **[MetaTrader MCP](https://github.com/ariadng/metatrader-mcp-server)** - Enable AI LLMs to execute trades using MetaTrader 5 platform. - **[MSSQL](https://github.com/aekanun2020/mcp-server/)** - MSSQL database integration with configurable access controls and schema inspection - **[MSSQL](https://github.com/JexinSam/mssql_mcp_server)** (by jexin) - MCP Server for MSSQL database in Python - **[MSSQL-Python](https://github.com/amornpan/py-mcp-mssql)** (by amornpan) - A read-only Python implementation for MSSQL database access with enhanced security features, configurable access controls, and schema inspection capabilities. Focuses on safe database interaction through Python ecosystem. From 5bcb415374e752077bd08497ff58fccad39b7f1b Mon Sep 17 00:00:00 2001 From: Kurtis Van Gent <31518063+kurtisvg@users.noreply.github.com> Date: Tue, 22 Apr 2025 19:50:15 -0600 Subject: [PATCH 111/190] Update Toolbox description to list supported databases. --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index fb82a010..f85cb8b4 100644 --- a/README.md +++ b/README.md @@ -103,7 +103,7 @@ Official integrations are maintained by companies building production ready MCP - Lingo.dev Logo **[Lingo.dev](https://github.com/lingodotdev/lingo.dev/blob/main/mcp.md)** - Make your AI agent speak every language on the planet, using [Lingo.dev](https://lingo.dev) Localization Engine. - Mailgun Logo **[Mailgun](https://github.com/mailgun/mailgun-mcp-server)** - Interact with Mailgun API. - Make Logo **[Make](https://github.com/integromat/make-mcp-server)** - Turn your [Make](https://www.make.com/) scenarios into callable tools for AI assistants. -- 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. +- 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. - Meilisearch Logo **[Meilisearch](https://github.com/meilisearch/meilisearch-mcp)** - Interact & query with Meilisearch (Full-text & semantic search API) - **[Metoro](https://github.com/metoro-io/metoro-mcp-server)** - Query and interact with kubernetes environments monitored by Metoro - **[Milvus](https://github.com/zilliztech/mcp-server-milvus)** - Search, Query and interact with data in your Milvus Vector Database. From 07af15945dd722744d27e6da12c4c1c1e2fa0182 Mon Sep 17 00:00:00 2001 From: Shiv Deepak Muddada Date: Fri, 18 Apr 2025 18:25:54 -0700 Subject: [PATCH 112/190] add streamableHttp server support for everything server --- src/everything/package.json | 5 +- src/everything/streamableHttp.ts | 151 +++++++++++++++++++++++++++++++ 2 files changed, 154 insertions(+), 2 deletions(-) create mode 100644 src/everything/streamableHttp.ts diff --git a/src/everything/package.json b/src/everything/package.json index bfcbfae4..ffe6b7cd 100644 --- a/src/everything/package.json +++ b/src/everything/package.json @@ -18,10 +18,11 @@ "prepare": "npm run build", "watch": "tsc --watch", "start": "node dist/index.js", - "start:sse": "node dist/sse.js" + "start:sse": "node dist/sse.js", + "start:streamableHttp": "node dist/streamableHttp.js" }, "dependencies": { - "@modelcontextprotocol/sdk": "^1.9.0", + "@modelcontextprotocol/sdk": "^1.10.1", "express": "^4.21.1", "zod": "^3.23.8", "zod-to-json-schema": "^3.23.5" diff --git a/src/everything/streamableHttp.ts b/src/everything/streamableHttp.ts new file mode 100644 index 00000000..4267b2f4 --- /dev/null +++ b/src/everything/streamableHttp.ts @@ -0,0 +1,151 @@ +import { StreamableHTTPServerTransport } from "@modelcontextprotocol/sdk/server/streamableHttp.js"; +import { isInitializeRequest } from '@modelcontextprotocol/sdk/types.js'; +import { InMemoryEventStore } from '@modelcontextprotocol/sdk/examples/shared/inMemoryEventStore.js'; +import express, { Request, Response } from "express"; +import { createServer } from "./everything.js"; +import { randomUUID } from 'node:crypto'; + +const app = express(); + +app.use(express.json()); + +const { server, cleanup } = createServer(); + +const transports: { [sessionId: string]: StreamableHTTPServerTransport } = {}; + +app.post('/mcp', async (req: Request, res: Response) => { + console.log('Received MCP request:', req.body); + try { + // Check for existing session ID + const sessionId = req.headers['mcp-session-id'] as string | undefined; + let transport: StreamableHTTPServerTransport; + + if (sessionId && transports[sessionId]) { + // Reuse existing transport + transport = transports[sessionId]; + } else if (!sessionId && isInitializeRequest(req.body)) { + // New initialization request + const eventStore = new InMemoryEventStore(); + transport = new StreamableHTTPServerTransport({ + sessionIdGenerator: () => randomUUID(), + eventStore, // Enable resumability + onsessioninitialized: (sessionId) => { + // Store the transport by session ID when session is initialized + // This avoids race conditions where requests might come in before the session is stored + console.log(`Session initialized with ID: ${sessionId}`); + transports[sessionId] = transport; + } + }); + + // Set up onclose handler to clean up transport when closed + transport.onclose = () => { + const sid = transport.sessionId; + if (sid && transports[sid]) { + console.log(`Transport closed for session ${sid}, removing from transports map`); + delete transports[sid]; + } + }; + + // Connect the transport to the MCP server BEFORE handling the request + // so responses can flow back through the same transport + await server.connect(transport); + + await transport.handleRequest(req, res, req.body); + return; // Already handled + } else { + // Invalid request - no session ID or not initialization request + res.status(400).json({ + jsonrpc: '2.0', + error: { + code: -32000, + message: 'Bad Request: No valid session ID provided', + }, + id: null, + }); + return; + } + + // Handle the request with existing transport - no need to reconnect + // The existing transport is already connected to the server + await transport.handleRequest(req, res, req.body); + } catch (error) { + console.error('Error handling MCP request:', error); + if (!res.headersSent) { + res.status(500).json({ + jsonrpc: '2.0', + error: { + code: -32603, + message: 'Internal server error', + }, + id: null, + }); + } + } +}); + +// Handle GET requests for SSE streams (using built-in support from StreamableHTTP) +app.get('/mcp', async (req: Request, res: Response) => { + const sessionId = req.headers['mcp-session-id'] as string | undefined; + if (!sessionId || !transports[sessionId]) { + res.status(400).send('Invalid or missing session ID'); + return; + } + + // Check for Last-Event-ID header for resumability + const lastEventId = req.headers['last-event-id'] as string | undefined; + if (lastEventId) { + console.log(`Client reconnecting with Last-Event-ID: ${lastEventId}`); + } else { + console.log(`Establishing new SSE stream for session ${sessionId}`); + } + + const transport = transports[sessionId]; + await transport.handleRequest(req, res); +}); + +// Handle DELETE requests for session termination (according to MCP spec) +app.delete('/mcp', async (req: Request, res: Response) => { + const sessionId = req.headers['mcp-session-id'] as string | undefined; + if (!sessionId || !transports[sessionId]) { + res.status(400).send('Invalid or missing session ID'); + return; + } + + console.log(`Received session termination request for session ${sessionId}`); + + try { + const transport = transports[sessionId]; + await transport.handleRequest(req, res); + } catch (error) { + console.error('Error handling session termination:', error); + if (!res.headersSent) { + res.status(500).send('Error processing session termination'); + } + } +}); + +// Start the server +const PORT = process.env.PORT || 3001; +app.listen(PORT, () => { + console.log(`MCP Streamable HTTP Server listening on port ${PORT}`); +}); + +// Handle server shutdown +process.on('SIGINT', async () => { + console.log('Shutting down server...'); + + // Close all active transports to properly clean up resources + for (const sessionId in transports) { + try { + console.log(`Closing transport for session ${sessionId}`); + await transports[sessionId].close(); + delete transports[sessionId]; + } catch (error) { + console.error(`Error closing transport for session ${sessionId}:`, error); + } + } + await cleanup(); + await server.close(); + console.log('Server shutdown complete'); + process.exit(0); +}); From ace5c2a8dd2ffd85bf53a070e7f0767f949257fb Mon Sep 17 00:00:00 2001 From: Shiv Deepak Muddada Date: Fri, 18 Apr 2025 23:56:50 -0700 Subject: [PATCH 113/190] update docs --- src/everything/README.md | 16 +++++++++++++++- 1 file changed, 15 insertions(+), 1 deletion(-) diff --git a/src/everything/README.md b/src/everything/README.md index 236ac596..f356d687 100644 --- a/src/everything/README.md +++ b/src/everything/README.md @@ -126,7 +126,7 @@ The server sends random-leveled log messages every 15 seconds, e.g.: } ``` -## Usage with Claude Desktop +## Usage with Claude Desktop (uses [stdio Transport](https://modelcontextprotocol.io/specification/2025-03-26/basic/transports#stdio)) Add to your `claude_desktop_config.json`: @@ -171,4 +171,18 @@ Optionally, you can add it to a file called `.vscode/mcp.json` in your workspace } } } +## Run with [HTTP+SSE Transport](https://modelcontextprotocol.io/specification/2024-11-05/basic/transports#http-with-sse) (deprecated as of [2025-03-26](https://modelcontextprotocol.io/specification/2025-03-26/basic/transports)) + +```shell +cd src/everything +npm install +npm run start:sse +``` + +## Run with [Streamable HTTP Transport](https://modelcontextprotocol.io/specification/2025-03-26/basic/transports#streamable-http) + +```shell +cd src/everything +npm install +npm run start:streamableHttp ``` From 03e9a7be0dd5abfb023b4ea9e9e39a493b732a11 Mon Sep 17 00:00:00 2001 From: Shiv Deepak Muddada Date: Sat, 19 Apr 2025 13:04:29 -0700 Subject: [PATCH 114/190] ref: cleanup --- src/everything/README.md | 2 ++ src/everything/streamableHttp.ts | 31 ++++++++++++++++++++++++++----- 2 files changed, 28 insertions(+), 5 deletions(-) diff --git a/src/everything/README.md b/src/everything/README.md index f356d687..4d51de51 100644 --- a/src/everything/README.md +++ b/src/everything/README.md @@ -171,6 +171,8 @@ Optionally, you can add it to a file called `.vscode/mcp.json` in your workspace } } } +``` + ## Run with [HTTP+SSE Transport](https://modelcontextprotocol.io/specification/2024-11-05/basic/transports#http-with-sse) (deprecated as of [2025-03-26](https://modelcontextprotocol.io/specification/2025-03-26/basic/transports)) ```shell diff --git a/src/everything/streamableHttp.ts b/src/everything/streamableHttp.ts index 4267b2f4..69807d6e 100644 --- a/src/everything/streamableHttp.ts +++ b/src/everything/streamableHttp.ts @@ -50,7 +50,7 @@ app.post('/mcp', async (req: Request, res: Response) => { // so responses can flow back through the same transport await server.connect(transport); - await transport.handleRequest(req, res, req.body); + await transport.handleRequest(req, res); return; // Already handled } else { // Invalid request - no session ID or not initialization request @@ -67,7 +67,7 @@ app.post('/mcp', async (req: Request, res: Response) => { // Handle the request with existing transport - no need to reconnect // The existing transport is already connected to the server - await transport.handleRequest(req, res, req.body); + await transport.handleRequest(req, res); } catch (error) { console.error('Error handling MCP request:', error); if (!res.headersSent) { @@ -87,7 +87,14 @@ app.post('/mcp', async (req: Request, res: Response) => { app.get('/mcp', async (req: Request, res: Response) => { const sessionId = req.headers['mcp-session-id'] as string | undefined; if (!sessionId || !transports[sessionId]) { - res.status(400).send('Invalid or missing session ID'); + res.status(400).json({ + jsonrpc: '2.0', + error: { + code: -32000, + message: 'Bad Request: No valid session ID provided', + }, + id: null, + }); return; } @@ -107,7 +114,14 @@ app.get('/mcp', async (req: Request, res: Response) => { app.delete('/mcp', async (req: Request, res: Response) => { const sessionId = req.headers['mcp-session-id'] as string | undefined; if (!sessionId || !transports[sessionId]) { - res.status(400).send('Invalid or missing session ID'); + res.status(400).json({ + jsonrpc: '2.0', + error: { + code: -32000, + message: 'Bad Request: No valid session ID provided', + }, + id: null, + }); return; } @@ -119,7 +133,14 @@ app.delete('/mcp', async (req: Request, res: Response) => { } catch (error) { console.error('Error handling session termination:', error); if (!res.headersSent) { - res.status(500).send('Error processing session termination'); + res.status(500).json({ + jsonrpc: '2.0', + error: { + code: -32603, + message: 'Error handling session termination', + }, + id: null, + }); } } }); From d1d79444f7bf791d153a7587dbb6924b5851c49b Mon Sep 17 00:00:00 2001 From: Shiv Deepak Muddada Date: Sat, 19 Apr 2025 16:21:41 -0700 Subject: [PATCH 115/190] fix: passing body to handleRequest, and optionally adding a response id if it exists --- src/everything/streamableHttp.ts | 16 +++++++++------- 1 file changed, 9 insertions(+), 7 deletions(-) diff --git a/src/everything/streamableHttp.ts b/src/everything/streamableHttp.ts index 69807d6e..0c4bbd2d 100644 --- a/src/everything/streamableHttp.ts +++ b/src/everything/streamableHttp.ts @@ -50,7 +50,7 @@ app.post('/mcp', async (req: Request, res: Response) => { // so responses can flow back through the same transport await server.connect(transport); - await transport.handleRequest(req, res); + await transport.handleRequest(req, res, req.body); return; // Already handled } else { // Invalid request - no session ID or not initialization request @@ -60,14 +60,14 @@ app.post('/mcp', async (req: Request, res: Response) => { code: -32000, message: 'Bad Request: No valid session ID provided', }, - id: null, + id: req?.body?.id, }); return; } // Handle the request with existing transport - no need to reconnect // The existing transport is already connected to the server - await transport.handleRequest(req, res); + await transport.handleRequest(req, res, req.body); } catch (error) { console.error('Error handling MCP request:', error); if (!res.headersSent) { @@ -77,8 +77,9 @@ app.post('/mcp', async (req: Request, res: Response) => { code: -32603, message: 'Internal server error', }, - id: null, + id: req?.body?.id, }); + return; } } }); @@ -93,7 +94,7 @@ app.get('/mcp', async (req: Request, res: Response) => { code: -32000, message: 'Bad Request: No valid session ID provided', }, - id: null, + id: req?.body?.id, }); return; } @@ -120,7 +121,7 @@ app.delete('/mcp', async (req: Request, res: Response) => { code: -32000, message: 'Bad Request: No valid session ID provided', }, - id: null, + id: req?.body?.id, }); return; } @@ -139,8 +140,9 @@ app.delete('/mcp', async (req: Request, res: Response) => { code: -32603, message: 'Error handling session termination', }, - id: null, + id: req?.body?.id, }); + return; } } }); From 7e602b09763d48837d3d48e717b69fe9a5095bd6 Mon Sep 17 00:00:00 2001 From: Shiv Deepak Muddada Date: Sat, 19 Apr 2025 16:43:15 -0700 Subject: [PATCH 116/190] update package.lock --- package-lock.json | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/package-lock.json b/package-lock.json index aa8137c3..23e61d70 100644 --- a/package-lock.json +++ b/package-lock.json @@ -5435,7 +5435,7 @@ "version": "0.6.2", "license": "MIT", "dependencies": { - "@modelcontextprotocol/sdk": "^1.9.0", + "@modelcontextprotocol/sdk": "^1.10.1", "express": "^4.21.1", "zod": "^3.23.8", "zod-to-json-schema": "^3.23.5" @@ -5450,9 +5450,9 @@ } }, "src/everything/node_modules/@modelcontextprotocol/sdk": { - "version": "1.9.0", - "resolved": "https://registry.npmjs.org/@modelcontextprotocol/sdk/-/sdk-1.9.0.tgz", - "integrity": "sha512-Jq2EUCQpe0iyO5FGpzVYDNFR6oR53AIrwph9yWl7uSc7IWUMsrmpmSaTGra5hQNunXpM+9oit85p924jWuHzUA==", + "version": "1.10.1", + "resolved": "https://registry.npmjs.org/@modelcontextprotocol/sdk/-/sdk-1.10.1.tgz", + "integrity": "sha512-xNYdFdkJqEfIaTVP1gPKoEvluACHZsHZegIoICX8DM1o6Qf3G5u2BQJHmgd0n4YgRPqqK/u1ujQvrgAxxSJT9w==", "license": "MIT", "dependencies": { "content-type": "^1.0.5", From e70bcd317b4dd00181b4978816c6e83df28e7a34 Mon Sep 17 00:00:00 2001 From: Shiv Deepak Muddada Date: Tue, 22 Apr 2025 19:14:12 -0700 Subject: [PATCH 117/190] remove json middleware from everything streamable http server --- src/everything/streamableHttp.ts | 12 +++++------- 1 file changed, 5 insertions(+), 7 deletions(-) diff --git a/src/everything/streamableHttp.ts b/src/everything/streamableHttp.ts index 0c4bbd2d..3a87bc83 100644 --- a/src/everything/streamableHttp.ts +++ b/src/everything/streamableHttp.ts @@ -1,5 +1,4 @@ import { StreamableHTTPServerTransport } from "@modelcontextprotocol/sdk/server/streamableHttp.js"; -import { isInitializeRequest } from '@modelcontextprotocol/sdk/types.js'; import { InMemoryEventStore } from '@modelcontextprotocol/sdk/examples/shared/inMemoryEventStore.js'; import express, { Request, Response } from "express"; import { createServer } from "./everything.js"; @@ -7,14 +6,12 @@ import { randomUUID } from 'node:crypto'; const app = express(); -app.use(express.json()); - const { server, cleanup } = createServer(); const transports: { [sessionId: string]: StreamableHTTPServerTransport } = {}; app.post('/mcp', async (req: Request, res: Response) => { - console.log('Received MCP request:', req.body); + console.log('Received MCP POST request'); try { // Check for existing session ID const sessionId = req.headers['mcp-session-id'] as string | undefined; @@ -23,7 +20,7 @@ app.post('/mcp', async (req: Request, res: Response) => { if (sessionId && transports[sessionId]) { // Reuse existing transport transport = transports[sessionId]; - } else if (!sessionId && isInitializeRequest(req.body)) { + } else if (!sessionId) { // New initialization request const eventStore = new InMemoryEventStore(); transport = new StreamableHTTPServerTransport({ @@ -50,7 +47,7 @@ app.post('/mcp', async (req: Request, res: Response) => { // so responses can flow back through the same transport await server.connect(transport); - await transport.handleRequest(req, res, req.body); + await transport.handleRequest(req, res); return; // Already handled } else { // Invalid request - no session ID or not initialization request @@ -67,7 +64,7 @@ app.post('/mcp', async (req: Request, res: Response) => { // Handle the request with existing transport - no need to reconnect // The existing transport is already connected to the server - await transport.handleRequest(req, res, req.body); + await transport.handleRequest(req, res); } catch (error) { console.error('Error handling MCP request:', error); if (!res.headersSent) { @@ -86,6 +83,7 @@ app.post('/mcp', async (req: Request, res: Response) => { // Handle GET requests for SSE streams (using built-in support from StreamableHTTP) app.get('/mcp', async (req: Request, res: Response) => { + console.log('Received MCP GET request'); const sessionId = req.headers['mcp-session-id'] as string | undefined; if (!sessionId || !transports[sessionId]) { res.status(400).json({ From 90798ce06d6ec284dcbd366b18fd15d9bb42ca6f Mon Sep 17 00:00:00 2001 From: yuiseki Date: Wed, 23 Apr 2025 15:54:07 +0900 Subject: [PATCH 118/190] Add Gyazo Official MCP Server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index fb82a010..56e2fffc 100644 --- a/README.md +++ b/README.md @@ -81,6 +81,7 @@ Official integrations are maintained by companies building production ready MCP - Firecrawl Logo **[Firecrawl](https://github.com/mendableai/firecrawl-mcp-server)** - Extract web data with [Firecrawl](https://firecrawl.dev) - Fireproof Logo **[Fireproof](https://github.com/fireproof-storage/mcp-database-server)** - Immutable ledger database with live synchronization - Gitee Logo **[Gitee](https://github.com/oschina/mcp-gitee)** - Gitee API integration, repository, issue, and pull request management, and more. +- Gyazo Logo **[Gyazo](https://github.com/nota/gyazo-mcp-server)** - Search, fetch, upload, and interact with Gyazo images, including metadata and OCR data. - gotoHuman Logo **[gotoHuman](https://github.com/gotohuman/gotohuman-mcp-server)** - Human-in-the-loop platform - Allow AI agents and automations to send requests for approval to your [gotoHuman](https://www.gotohuman.com) inbox. - Grafana Logo **[Grafana](https://github.com/grafana/mcp-grafana)** - Search dashboards, investigate incidents and query datasources in your Grafana instance - Graphlit Logo **[Graphlit](https://github.com/graphlit/graphlit-mcp-server)** - Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a searchable [Graphlit](https://www.graphlit.com) project. From 2539e341f4c6aa9f6a2f8c84364fc551659cb1dc Mon Sep 17 00:00:00 2001 From: Ben Barnett Date: Wed, 23 Apr 2025 09:45:14 +0100 Subject: [PATCH 119/190] Add Snyk official MCP Server Enhance security posture by embedding Snyk vulnerability scanning directly into agentic workflows. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index fb82a010..fa0d739d 100644 --- a/README.md +++ b/README.md @@ -124,6 +124,7 @@ 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. - **[Redis](https://github.com/redis/mcp-redis/)** - The Redis official MCP Server offers an interface to manage and search data in Redis. - **[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. +- **[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. - **[Qdrant](https://github.com/qdrant/mcp-server-qdrant/)** - Implement semantic memory layer on top of the Qdrant vector search engine - **[Ramp](https://github.com/ramp-public/ramp-mcp)** - Interact with [Ramp](https://ramp.com)'s Developer API to run analysis on your spend and gain insights leveraging LLMs - **[Raygun](https://github.com/MindscapeHQ/mcp-server-raygun)** - Interact with your crash reporting and real using monitoring data on your Raygun account From 3d728f74972f501a0fd2864951c4b5028796ab67 Mon Sep 17 00:00:00 2001 From: Erik Date: Wed, 23 Apr 2025 18:40:41 +0200 Subject: [PATCH 120/190] Update README.md --- README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 04fbf1a2..f2dd06b0 100644 --- a/README.md +++ b/README.md @@ -314,9 +314,10 @@ A growing set of community-developed and maintained servers demonstrates various - **[National Parks](https://github.com/KyrieTangSheng/mcp-server-nationalparks)** - The server provides latest information of park details, alerts, visitor centers, campgrounds, hiking trails, and events for U.S. National Parks. - **[NAVER](https://github.com/pfldy2850/py-mcp-naver)** (by pfldy2850) - This MCP server provides tools to interact with various Naver services, such as searching blogs, news, books, and more. - **[NS Travel Information](https://github.com/r-huijts/ns-mcp-server)** - Access Dutch Railways (NS) real-time train travel information and disruptions through the official NS API. -- **[nomad-mcp](https://github.com/kocierik/nomad-mcp-server)** - A server that provides a set of tools for managing Nomad clusters through the MCP. + - **[Neo4j](https://github.com/da-okazaki/mcp-neo4j-server)** - A community built server that interacts with Neo4j Graph Database. - **[Neovim](https://github.com/bigcodegen/mcp-neovim-server)** - An MCP Server for your Neovim session. +- **[nomad-mcp](https://github.com/kocierik/nomad-mcp-server)** - A server that provides a set of tools for managing Nomad clusters through the MCP. - **[Notion](https://github.com/suekou/mcp-notion-server)** (by suekou) - Interact with Notion API. - **[Notion](https://github.com/v-3/notion-server)** (by v-3) - Notion MCP integration. Search, Read, Update, and Create pages through Claude chat. - **[ntfy-mcp](https://github.com/teddyzxcv/ntfy-mcp)** (by teddyzxcv) - The MCP server that keeps you informed by sending the notification on phone using ntfy From 5f8388024e31d7131dfbd4a9512806771f51097d Mon Sep 17 00:00:00 2001 From: Erik Date: Wed, 23 Apr 2025 18:42:14 +0200 Subject: [PATCH 121/190] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index f2dd06b0..fb5a150e 100644 --- a/README.md +++ b/README.md @@ -317,7 +317,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Neo4j](https://github.com/da-okazaki/mcp-neo4j-server)** - A community built server that interacts with Neo4j Graph Database. - **[Neovim](https://github.com/bigcodegen/mcp-neovim-server)** - An MCP Server for your Neovim session. -- **[nomad-mcp](https://github.com/kocierik/nomad-mcp-server)** - A server that provides a set of tools for managing Nomad clusters through the MCP. +- **[nomad-mcp](https://github.com/kocierik/mcp-nomad)** - A server that provides a set of tools for managing Nomad clusters through the MCP. - **[Notion](https://github.com/suekou/mcp-notion-server)** (by suekou) - Interact with Notion API. - **[Notion](https://github.com/v-3/notion-server)** (by v-3) - Notion MCP integration. Search, Read, Update, and Create pages through Claude chat. - **[ntfy-mcp](https://github.com/teddyzxcv/ntfy-mcp)** (by teddyzxcv) - The MCP server that keeps you informed by sending the notification on phone using ntfy From cc6c703c8af39f559a27d00ba3d8f72b5412e82f Mon Sep 17 00:00:00 2001 From: Bury Huang Date: Wed, 23 Apr 2025 10:39:24 -0700 Subject: [PATCH 122/190] update the name and location --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 1766e2e9..604d3adc 100644 --- a/README.md +++ b/README.md @@ -166,6 +166,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Amadeus](https://github.com/donghyun-chae/mcp-amadeus)** (by donghyun-chae) - An MCP server to access, explore, and interact with Amadeus Flight Offers Search API for retrieving detailed flight options, including airline, times, duration, and pricing data. - **[Anki](https://github.com/scorzeth/anki-mcp-server)** - An MCP server for interacting with your [Anki](https://apps.ankiweb.net) decks and cards. - **[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. +- **[Apple Script](https://github.com/peakmojo/applescript-mcp)** - MCP server that lets LLM run AppleScript code to to fully control anything on Mac, no setup needed. - **[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. - **[Aranet4](https://github.com/diegobit/aranet4-mcp-server)** - MCP Server to manage your Aranet4 CO2 sensor. Fetch data and store in a local SQLite. Ask questions about historical data. - **[ArangoDB](https://github.com/ravenwits/mcp-server-arangodb)** - MCP Server that provides database interaction capabilities through [ArangoDB](https://arangodb.com/). @@ -317,7 +318,6 @@ A growing set of community-developed and maintained servers demonstrates various - **[MSSQL-Python](https://github.com/amornpan/py-mcp-mssql)** (by amornpan) - A read-only Python implementation for MSSQL database access with enhanced security features, configurable access controls, and schema inspection capabilities. Focuses on safe database interaction through Python ecosystem. - **[MSSQL-MCP](https://github.com/daobataotie/mssql-mcp)** (by daobataotie) - MSSQL MCP that refer to the official website's SQLite MCP for modifications to adapt to MSSQL - **[Markdownify](https://github.com/zcaceres/mcp-markdownify-server)** - MCP to convert almost anything to Markdown (PPTX, HTML, PDF, Youtube Transcripts and more) -- **[Memory - My Apple Remembers](https://github.com/baryhuang/my-apple-remembers)** - Save and recall memories to Apple Notes, secure and no-setup required. - **[Microsoft Teams](https://github.com/InditexTech/mcp-teams-server)** - MCP server that integrates Microsoft Teams messaging (read, post, mention, list members and threads) - **[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 From 6476b8fcfe8c74521756cc08a11175022df737c1 Mon Sep 17 00:00:00 2001 From: Bury Huang Date: Wed, 23 Apr 2025 15:13:30 -0700 Subject: [PATCH 123/190] update order --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 91012cab..4ac13857 100644 --- a/README.md +++ b/README.md @@ -166,8 +166,8 @@ A growing set of community-developed and maintained servers demonstrates various - **[Amadeus](https://github.com/donghyun-chae/mcp-amadeus)** (by donghyun-chae) - An MCP server to access, explore, and interact with Amadeus Flight Offers Search API for retrieving detailed flight options, including airline, times, duration, and pricing data. - **[Anki](https://github.com/scorzeth/anki-mcp-server)** - An MCP server for interacting with your [Anki](https://apps.ankiweb.net) decks and cards. - **[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. -- **[Apple Script](https://github.com/peakmojo/applescript-mcp)** - MCP server that lets LLM run AppleScript code to to fully control anything on Mac, no setup needed. - **[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. +- **[Apple Script](https://github.com/peakmojo/applescript-mcp)** - MCP server that lets LLM run AppleScript code to to fully control anything on Mac, no setup needed. - **[Aranet4](https://github.com/diegobit/aranet4-mcp-server)** - MCP Server to manage your Aranet4 CO2 sensor. Fetch data and store in a local SQLite. Ask questions about historical data. - **[ArangoDB](https://github.com/ravenwits/mcp-server-arangodb)** - MCP Server that provides database interaction capabilities through [ArangoDB](https://arangodb.com/). - **[Arduino](https://github.com/vishalmysore/choturobo)** - MCP Server that enables AI-powered robotics using Claude AI and Arduino (ESP32) for real-world automation and interaction with robots. From 4017307b23fd72f8341fd45a3c4ca63b4c8a5422 Mon Sep 17 00:00:00 2001 From: Dmitrii Korotovskii Date: Sat, 12 Apr 2025 20:39:57 +0200 Subject: [PATCH 124/190] Proposal to add community MCP Slack server to the README --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 4ac13857..ec277925 100644 --- a/README.md +++ b/README.md @@ -390,6 +390,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[ServiceNow](https://github.com/osomai/servicenow-mcp)** - A MCP server to interact with a ServiceNow instance - **[Shopify](https://github.com/GeLi2001/shopify-mcp)** - MCP to interact with Shopify API including order, product, customers and so on. - **[Siri Shortcuts](https://github.com/dvcrn/mcp-server-siri-shortcuts)** - MCP to interact with Siri Shortcuts on macOS. Exposes all Shortcuts as MCP tools. +- **[Slack](https://github.com/korotovsky/slack-mcp-server)** - The most powerful MCP server for Slack Workspaces. This integration supports both Stdio and SSE transports, proxy settings and does not require any permissions or bots being created or approved by Workspace admins 😏. - **[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. - **[Solver](https://github.com/szeider/mcp-solver)** - Solves constraint satisfaction and optimization problems . - **[SoccerDataAPI](https://github.com/yeonupark/mcp-soccer-data)** - This MCP server provides real-time football match data based on the SoccerDataAPI. From 1ce57aa5c1ce14cd4cc2818904b3e8859709f71d Mon Sep 17 00:00:00 2001 From: Nithish Raghunandanan <12782505+nithishr@users.noreply.github.com> Date: Thu, 24 Apr 2025 14:37:22 +0200 Subject: [PATCH 125/190] Add Couchbase MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index ec277925..3b5e7e9d 100644 --- a/README.md +++ b/README.md @@ -68,6 +68,7 @@ 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. - 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 telemtry data from your LLMs in natural language. - **[Convex](https://stack.convex.dev/convex-mcp-server)** - Introspect and query your apps deployed to Convex. +- **[Couchbase](https://github.com/Couchbase-Ecosystem/mcp-server-couchbase)** - Interact with the data stored in Couchbase clusters. - 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 - DevHub Logo **[DevHub](https://github.com/devhub/devhub-cms-mcp)** - Manage and utilize website content within the [DevHub](https://www.devhub.com) CMS platform - E2B Logo **[E2B](https://github.com/e2b-dev/mcp-server)** - Run code in secure sandboxes hosted by [E2B](https://e2b.dev) From 4d9ad1f9d262b2caabd07dff7a8bbd549a688282 Mon Sep 17 00:00:00 2001 From: TBXark Date: Thu, 24 Apr 2025 23:31:56 +0800 Subject: [PATCH 126/190] Add MCP Proxy Server --- README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 7c69fff5..baeca743 100644 --- a/README.md +++ b/README.md @@ -312,6 +312,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[mcp-k8s-go](https://github.com/strowk/mcp-k8s-go)** - Golang-based Kubernetes server for MCP to browse pods and their logs, events, namespaces and more. Built to be extensible. - **[mcp-local-rag](https://github.com/nkapila6/mcp-local-rag)** - "primitive" RAG-like web search model context protocol (MCP) server that runs locally using Google's MediaPipe Text Embedder and DuckDuckGo Search. ✨ no APIs required ✨. - **[mcp-proxy](https://github.com/sparfenyuk/mcp-proxy)** - Connect to MCP servers that run on SSE transport, or expose stdio servers as an SSE server. +- **[MCP Proxy Server](https://github.com/TBXark/mcp-proxy)** - An MCP proxy server that aggregates and serves multiple MCP resource servers through a single HTTP server. - **[mem0-mcp](https://github.com/mem0ai/mem0-mcp)** - A Model Context Protocol server for Mem0, which helps with managing coding preferences. - **[Membase](https://github.com/unibaseio/membase-mcp)** - Save and query your agent memory in distributed way by Membase. - **[MetaTrader MCP](https://github.com/ariadng/metatrader-mcp-server)** - Enable AI LLMs to execute trades using MetaTrader 5 platform. @@ -586,4 +587,4 @@ 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! \ No newline at end of file +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 faf4d8b31a6a9851b370f813ef6f74adafc047cc Mon Sep 17 00:00:00 2001 From: hao-cyber Date: Thu, 24 Apr 2025 23:52:45 +0800 Subject: [PATCH 127/190] Add Phone MCP integration to README --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 7c69fff5..7a234f1a 100644 --- a/README.md +++ b/README.md @@ -358,6 +358,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[OpenRPC](https://github.com/shanejonas/openrpc-mpc-server)** - Interact with and discover JSON-RPC APIs via [OpenRPC](https://open-rpc.org). - **[Open Strategy Partners Marketing Tools](https://github.com/open-strategy-partners/osp_marketing_tools)** - Content editing codes, value map, and positioning tools for product marketing. - **[Pandoc](https://github.com/vivekVells/mcp-pandoc)** - MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more. +- **[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. - **[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. - **[Placid.app](https://github.com/felores/placid-mcp-server)** - Generate image and video creatives using Placid.app templates From 2145f015932204ab8fbd854e013a89db9ac4c054 Mon Sep 17 00:00:00 2001 From: Damilola Emmanuel Olowookere Date: Thu, 24 Apr 2025 19:55:17 +0100 Subject: [PATCH 128/190] Add multi-database MCP server entry --- README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 6ca75ede..9e7ccbe7 100644 --- a/README.md +++ b/README.md @@ -223,6 +223,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Deepseek_R1](https://github.com/66julienmartin/MCP-server-Deepseek_R1)** - A Model Context Protocol (MCP) server implementation connecting Claude Desktop with DeepSeek's language models (R1/V3) - **[deepseek-thinker-mcp](https://github.com/ruixingshi/deepseek-thinker-mcp)** - A MCP (Model Context Protocol) provider Deepseek reasoning content to MCP-enabled AI Clients, like Claude Desktop. Supports access to Deepseek's thought processes from the Deepseek API service or from a local Ollama server. - **[Descope](https://github.com/descope-sample-apps/descope-mcp-server)** - An MCP server to integrate with [Descope](https://descope.com) to search audit logs, manage users, and more. +- **[DevDb](https://github.com/damms005/devdb-vscode?tab=readme-ov-file#mcp-configuration)** - An MCP server that runs right inside the IDE, for connecting to MySQL, Postgres, SQLite, and MSSQL databases. - **[DevRev](https://github.com/kpsunil97/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). - **[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. @@ -586,4 +587,4 @@ 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! \ No newline at end of file +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 6e7b575ad9a1b7b6fa6dded6a524cd1bee597cb2 Mon Sep 17 00:00:00 2001 From: sssjiang <33194239+sssjiang@users.noreply.github.com> Date: Fri, 25 Apr 2025 12:02:40 +0800 Subject: [PATCH 129/190] Update README.md change in alphabetical order --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 2daed75d..07ac27b5 100644 --- a/README.md +++ b/README.md @@ -286,6 +286,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Prometheus](https://github.com/pab1it0/prometheus-mcp-server)** - Query and analyze Prometheus - open-source monitoring system. - **[Pulumi](https://github.com/dogukanakkaya/pulumi-mcp-server)** - MCP Server to Interact with Pulumi API, creates and lists Stacks - **[Pushover](https://github.com/ashiknesin/pushover-mcp)** - Send instant notifications to your devices using [Pushover.net](https://pushover.net/) +- **[PubChem](https://github.com/sssjiang/pubchem_mcp_server)** - extract drug information from pubchem API. - **[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. - **[QuickChart](https://github.com/GongRzhe/Quickchart-MCP-Server)** - A Model Context Protocol server for generating charts using QuickChart.io - **[Qwen_Max](https://github.com/66julienmartin/MCP-server-Qwen_Max)** - A Model Context Protocol (MCP) server implementation for the Qwen models. @@ -337,7 +338,6 @@ A growing set of community-developed and maintained servers demonstrates various - **[xiyan_mcp_server](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. - **[YouTube](https://github.com/ZubeidHendricks/youtube-mcp-server)** - Comprehensive YouTube API integration for video management, Shorts creation, and analytics. -- **[PubChem](https://github.com/sssjiang/pubchem_mcp_server)** - extract drug information from pubchem API. ## 📚 Frameworks From a29c970b68db0b4b133a667ecf23ea3c277a94ef Mon Sep 17 00:00:00 2001 From: Bob Remeika Date: Fri, 25 Apr 2025 17:49:41 -0700 Subject: [PATCH 130/190] Add Ragie to third-party server list --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index d5d854f0..04129548 100644 --- a/README.md +++ b/README.md @@ -127,6 +127,7 @@ Official integrations are maintained by companies building production ready MCP - Prisma Logo **[Prisma](https://www.prisma.io/docs/postgres/mcp-server)** - Create and manage Prisma Postgres databases - **[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. +- **[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. - **[Redis](https://github.com/redis/mcp-redis/)** - The Redis official MCP Server offers an interface to manage and search data in Redis. - **[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. - **[Qdrant](https://github.com/qdrant/mcp-server-qdrant/)** - Implement semantic memory layer on top of the Qdrant vector search engine From c596ade68dfd7250d913de16ae931d0a6bc1f456 Mon Sep 17 00:00:00 2001 From: snagasuri Date: Sat, 26 Apr 2025 18:36:33 -0700 Subject: [PATCH 131/190] Add Deebo MCP server link to community servers list --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 9e2e9c43..b3811fab 100644 --- a/README.md +++ b/README.md @@ -219,6 +219,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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! - **[Dataset Viewer](https://github.com/privetin/dataset-viewer)** - Browse and analyze Hugging Face datasets with features like search, filtering, statistics, and data export - **[DBHub](https://github.com/bytebase/dbhub/)** - Universal database MCP server connecting to MySQL, PostgreSQL, SQLite, DuckDB and etc. +- **[Deebo](https://github.com/snagasuri/deebo-prototype)** – Agentic debugging MCP server that helps AI coding agents delegate and fix hard bugs through isolated multi-agent hypothesis testing. - **[Deep Research](https://github.com/reading-plus-ai/mcp-server-deep-research)** - Lightweight MCP server offering Grok/OpenAI/Gemini/Perplexity-style automated deep research exploration and structured reporting. - **[DeepSeek MCP Server](https://github.com/DMontgomery40/deepseek-mcp-server)** - Model Context Protocol server integrating DeepSeek's advanced language models, in addition to [other useful API endpoints](https://github.com/DMontgomery40/deepseek-mcp-server?tab=readme-ov-file#features) - **[Deepseek_R1](https://github.com/66julienmartin/MCP-server-Deepseek_R1)** - A Model Context Protocol (MCP) server implementation connecting Claude Desktop with DeepSeek's language models (R1/V3) From a1daff49febf8872596f7148a6ccaa3b2980dc9e Mon Sep 17 00:00:00 2001 From: Stefano Amorelli Date: Sun, 27 Apr 2025 22:56:00 +0300 Subject: [PATCH 132/190] feat(hyprmcp): add hyprmcp to the servers' list --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 275f0667..faa85ee7 100644 --- a/README.md +++ b/README.md @@ -280,6 +280,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. - **[Hyperliquid](https://github.com/mektigboy/server-hyperliquid)** - An MCP server implementation that integrates the Hyperliquid SDK for exchange data. +- **[hyprmcp](https://github.com/stefanoamorelli/hyprmcp)** (by Stefano Amorelli) - Lightweight MCP server for `hyprland`. - **[iFlytek Workflow](https://github.com/iflytek/ifly-workflow-mcp-server)** - Connect to iFlytek Workflow via the MCP server and run your own Agent. - **[Image Generation](https://github.com/GongRzhe/Image-Generation-MCP-Server)** - This MCP server provides image generation capabilities using the Replicate Flux model. - **[InfluxDB](https://github.com/idoru/influxdb-mcp-server)** - Run queries against InfluxDB OSS API v2. From 1037620edbdd2e1cdeb42945969c5f7ff10ddffd Mon Sep 17 00:00:00 2001 From: Kris Muhi Date: Tue, 29 Apr 2025 11:28:33 +0200 Subject: [PATCH 133/190] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 275f0667..7220c189 100644 --- a/README.md +++ b/README.md @@ -72,6 +72,7 @@ Official integrations are maintained by companies building production ready MCP - **[Couchbase](https://github.com/Couchbase-Ecosystem/mcp-server-couchbase)** - Interact with the data stored in Couchbase clusters. - 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 - DevHub Logo **[DevHub](https://github.com/devhub/devhub-cms-mcp)** - Manage and utilize website content within the [DevHub](https://www.devhub.com) CMS platform +- Dynatrace Logo **[Dynatrace](https://github.com/dynatrace-oss/dynatrace-mcp)** - Manage and interact with the [Dynatrace Platform ](https://www.dynatrace.com) for real-time observability and monitoring. - E2B Logo **[E2B](https://github.com/e2b-dev/mcp-server)** - Run code in secure sandboxes hosted by [E2B](https://e2b.dev) - 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) From 21c7a0673c85017a16fb2387ba11f1ae0b71b3f2 Mon Sep 17 00:00:00 2001 From: Kris Muhi Date: Tue, 29 Apr 2025 11:29:45 +0200 Subject: [PATCH 134/190] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 7220c189..77da84db 100644 --- a/README.md +++ b/README.md @@ -72,7 +72,7 @@ Official integrations are maintained by companies building production ready MCP - **[Couchbase](https://github.com/Couchbase-Ecosystem/mcp-server-couchbase)** - Interact with the data stored in Couchbase clusters. - 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 - DevHub Logo **[DevHub](https://github.com/devhub/devhub-cms-mcp)** - Manage and utilize website content within the [DevHub](https://www.devhub.com) CMS platform -- Dynatrace Logo **[Dynatrace](https://github.com/dynatrace-oss/dynatrace-mcp)** - Manage and interact with the [Dynatrace Platform ](https://www.dynatrace.com) for real-time observability and monitoring. +- Dynatrace Logo **[Dynatrace](https://github.com/dynatrace-oss/dynatrace-mcp)** - Manage and interact with the [Dynatrace Platform ](https://www.dynatrace.com/platform) for real-time observability and monitoring. - E2B Logo **[E2B](https://github.com/e2b-dev/mcp-server)** - Run code in secure sandboxes hosted by [E2B](https://e2b.dev) - 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) From 15e1b79b0d12fa095c56c9993b4d1193891f1c8c Mon Sep 17 00:00:00 2001 From: Shaofeng Shi Date: Fri, 18 Apr 2025 18:56:15 +0800 Subject: [PATCH 135/190] Add Apache Gravitino --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 275f0667..90c572b2 100644 --- a/README.md +++ b/README.md @@ -168,6 +168,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Amadeus](https://github.com/donghyun-chae/mcp-amadeus)** (by donghyun-chae) - An MCP server to access, explore, and interact with Amadeus Flight Offers Search API for retrieving detailed flight options, including airline, times, duration, and pricing data. - **[Anki](https://github.com/scorzeth/anki-mcp-server)** - An MCP server for interacting with your [Anki](https://apps.ankiweb.net) decks and cards. - **[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-gravitino)** - Allow LLMs to explore metadata of structured data and unstructured data with Gravitino, and perform data governance tasks including tagging/classification. - **[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. - **[Apple Script](https://github.com/peakmojo/applescript-mcp)** - MCP server that lets LLM run AppleScript code to to fully control anything on Mac, no setup needed. - **[Aranet4](https://github.com/diegobit/aranet4-mcp-server)** - MCP Server to manage your Aranet4 CO2 sensor. Fetch data and store in a local SQLite. Ask questions about historical data. From f5f0c65677eb47fca25804be1b0d8998e51ea24e Mon Sep 17 00:00:00 2001 From: Shaofeng Shi Date: Mon, 21 Apr 2025 10:54:17 +0800 Subject: [PATCH 136/190] minor, update the code repo name --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 90c572b2..2fba06c8 100644 --- a/README.md +++ b/README.md @@ -168,7 +168,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Amadeus](https://github.com/donghyun-chae/mcp-amadeus)** (by donghyun-chae) - An MCP server to access, explore, and interact with Amadeus Flight Offers Search API for retrieving detailed flight options, including airline, times, duration, and pricing data. - **[Anki](https://github.com/scorzeth/anki-mcp-server)** - An MCP server for interacting with your [Anki](https://apps.ankiweb.net) decks and cards. - **[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-gravitino)** - Allow LLMs to explore metadata of structured data and unstructured data with Gravitino, and perform data governance tasks including tagging/classification. +- **[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. - **[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. - **[Apple Script](https://github.com/peakmojo/applescript-mcp)** - MCP server that lets LLM run AppleScript code to to fully control anything on Mac, no setup needed. - **[Aranet4](https://github.com/diegobit/aranet4-mcp-server)** - MCP Server to manage your Aranet4 CO2 sensor. Fetch data and store in a local SQLite. Ask questions about historical data. From 02ba70681d92513a7a5bb3f97af6ca71fd4962fd Mon Sep 17 00:00:00 2001 From: samuelhsin Date: Tue, 29 Apr 2025 23:40:21 +0800 Subject: [PATCH 137/190] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index b3f2dda6..7bb8838c 100644 --- a/README.md +++ b/README.md @@ -71,7 +71,6 @@ Official integrations are maintained by companies building production ready MCP - **[Convex](https://stack.convex.dev/convex-mcp-server)** - Introspect and query your apps deployed to Convex. - **[Couchbase](https://github.com/Couchbase-Ecosystem/mcp-server-couchbase)** - Interact with the data stored in Couchbase clusters. - 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 -- DataWorks Logo **[DataWorks](https://github.com/aliyun/alibabacloud-dataworks-mcp-server)** - A Model Context Protocol (MCP) server that provides tools for AI, allowing it to interact with the [DataWorks](https://www.alibabacloud.com/help/en/dataworks/) Open API through a standardized interface. This implementation is based on the Alibaba Cloud Open API and enables AI agents to perform cloud resources operations seamlessly. - DevHub Logo **[DevHub](https://github.com/devhub/devhub-cms-mcp)** - Manage and utilize website content within the [DevHub](https://www.devhub.com) CMS platform - E2B Logo **[E2B](https://github.com/e2b-dev/mcp-server)** - Run code in secure sandboxes hosted by [E2B](https://e2b.dev) - 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 @@ -220,6 +219,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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! - **[DaVinci Resolve](https://github.com/samuelgursky/davinci-resolve-mcp)** - MCP server integration for DaVinci Resolve providing powerful tools for video editing, color grading, media management, and project control. - **[Dataset Viewer](https://github.com/privetin/dataset-viewer)** - Browse and analyze Hugging Face datasets with features like search, filtering, statistics, and data export +- **[DataWorks](https://github.com/aliyun/alibabacloud-dataworks-mcp-server)** - A Model Context Protocol (MCP) server that provides tools for AI, allowing it to interact with the [DataWorks](https://www.alibabacloud.com/help/en/dataworks/) Open API through a standardized interface. This implementation is based on the Alibaba Cloud Open API and enables AI agents to perform cloud resources operations seamlessly. - **[DBHub](https://github.com/bytebase/dbhub/)** - Universal database MCP server connecting to MySQL, PostgreSQL, SQLite, DuckDB and etc. - **[Deebo](https://github.com/snagasuri/deebo-prototype)** – Agentic debugging MCP server that helps AI coding agents delegate and fix hard bugs through isolated multi-agent hypothesis testing. - **[Deep Research](https://github.com/reading-plus-ai/mcp-server-deep-research)** - Lightweight MCP server offering Grok/OpenAI/Gemini/Perplexity-style automated deep research exploration and structured reporting. From 042482110db4f76df3339f4127e04feffefd02ff Mon Sep 17 00:00:00 2001 From: Taidgh Robinson Date: Tue, 29 Apr 2025 17:33:48 -0700 Subject: [PATCH 138/190] Added nba-mcp-server to Community Servers list --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 275f0667..3076d2fd 100644 --- a/README.md +++ b/README.md @@ -341,6 +341,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Nasdaq Data Link](https://github.com/stefanoamorelli/nasdaq-data-link-mcp)** (by stefanoamorelli) - An MCP server to access, explore, and interact with Nasdaq Data Link’s extensive and valuable financial and economic datasets. - **[National Parks](https://github.com/KyrieTangSheng/mcp-server-nationalparks)** - The server provides latest information of park details, alerts, visitor centers, campgrounds, hiking trails, and events for U.S. National Parks. - **[NAVER](https://github.com/pfldy2850/py-mcp-naver)** (by pfldy2850) - This MCP server provides tools to interact with various Naver services, such as searching blogs, news, books, and more. +- **[NBA](https://github.com/Taidgh-Robinson/nba-mcp-server)** - This MCP server provides tools to fetch recent and historical NBA games including basic and advanced statistics. - **[NS Travel Information](https://github.com/r-huijts/ns-mcp-server)** - Access Dutch Railways (NS) real-time train travel information and disruptions through the official NS API. - **[Neo4j](https://github.com/da-okazaki/mcp-neo4j-server)** - A community built server that interacts with Neo4j Graph Database. From ea351800039220e162cc79f8f5c96697864a2b8c Mon Sep 17 00:00:00 2001 From: opslevel-ops <87447355+opslevel-ops@users.noreply.github.com> Date: Thu, 1 May 2025 08:00:20 -0500 Subject: [PATCH 139/190] Add Official MCP for OpsLevel --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index faa85ee7..740f0c58 100644 --- a/README.md +++ b/README.md @@ -120,6 +120,7 @@ Official integrations are maintained by companies building production ready MCP - OceanBase Logo **[OceanBase](https://github.com/oceanbase/mcp-oceanbase)** - MCP Server for OceanBase database and its tools - Octagon Logo **[Octagon](https://github.com/OctagonAI/octagon-mcp-server)** - Deliver real-time investment research with extensive private and public market data. - 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. +- OpsLevel **[OpsLevel](https://github.com/opslevel/opslevel-mcp)** - Official MCP Server for [OpsLevel](https://www.opslevel.com). - Oxylabs Logo **[Oxylabs](https://github.com/oxylabs/oxylabs-mcp)** - Scrape websites with Oxylabs Web API, supporting dynamic rendering and parsing for structured data extraction. - Paddle Logo **[Paddle](https://github.com/PaddleHQ/paddle-mcp-server)** - Interact with the Paddle API. Manage product catalog, billing and subscriptions, and reports. - PayPal Logo **[PayPal](https://mcp.paypal.com)** - PayPal's official MCP server. From 5138880d79023e8905d936e0fc8242029b9307a0 Mon Sep 17 00:00:00 2001 From: Josh Warwick Date: Thu, 1 May 2025 18:34:10 +0100 Subject: [PATCH 140/190] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 562a6e33..0e7d7d3e 100644 --- a/README.md +++ b/README.md @@ -479,6 +479,7 @@ Additional resources on MCP. - **[Awesome MCP Servers by appcypher](https://github.com/appcypher/awesome-mcp-servers)** - A curated list of MCP servers by **[Stephen Akinyemi](https://github.com/appcypher)** - **[Awesome MCP Servers by punkpeye](https://github.com/punkpeye/awesome-mcp-servers)** (**[website](https://glama.ai/mcp/servers)**) - A curated list of MCP servers by **[Frank Fiegel](https://github.com/punkpeye)** - **[Awesome MCP Servers by wong2](https://github.com/wong2/awesome-mcp-servers)** (**[website](https://mcpservers.org)**) - A curated list of MCP servers by **[wong2](https://github.com/wong2)** +- **[Awesome Remote MCP Servers by JAW9C](https://github.com/jaw9c/awesome-remote-mcp-servers)** - A curated list of **remote** MCP servers, including thier authentication support by **[JAW9C](https://github.com/jaw9c)** - **[Discord Server](https://glama.ai/mcp/discord)** – A community discord server dedicated to MCP by **[Frank Fiegel](https://github.com/punkpeye)** - **[Discord Server (ModelContextProtocol)](https://discord.gg/jHEGxQu2a5)** – Connect with developers, share insights, and collaborate on projects in an active Discord community dedicated to the Model Context Protocol by **[Alex Andru](https://github.com/QuantGeekDev)** - Klavis Logo **[Klavis AI](https://www.klavis.ai)** - Open Source MCP Infra. Hosted MCP servers and MCP clients on Slack and Discord. From afdf0bd26fb5f89641244feaf358208573b1ab80 Mon Sep 17 00:00:00 2001 From: Rohan Sharma <65773548+rohans2@users.noreply.github.com> Date: Thu, 1 May 2025 21:15:11 -0400 Subject: [PATCH 141/190] Add Google Sheets MCP Server This google sheets MCP Server is written in TypeScript. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 562a6e33..ffd4085f 100644 --- a/README.md +++ b/README.md @@ -271,6 +271,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Google Calendar](https://github.com/nspady/google-calendar-mcp)** - Google Calendar MCP Server for managing Google calendar events. Also supports searching for events by attributes like title and location. - **[Google Custom Search](https://github.com/adenot/mcp-google-search)** - Provides Google Search results via the Google Custom Search API - **[Google Sheets](https://github.com/xing5/mcp-google-sheets)** - Access and editing data to your Google Sheets. +- **[Google Sheets](https://github.com/rohans2/mcp-google-sheets)** - A MCP Server written in TypeScript to access and edit data in your Google Sheets. - **[Google Tasks](https://github.com/zcaceres/gtasks-mcp)** - Google Tasks API Model Context Protocol Server. - **[Google Vertex AI Search](https://github.com/ubie-oss/mcp-vertexai-search)** - Provides Google Vertex AI Search results by grounding a Gemini model with your own private data - **[GraphQL Schema](https://github.com/hannesj/mcp-graphql-schema)** - Allow LLMs to explore large GraphQL schemas without bloating the context. From 0e5eab40f67dda2104c4e8d0d2c13ec08f6625c2 Mon Sep 17 00:00:00 2001 From: Filipe C Menezes Date: Fri, 2 May 2025 14:10:37 +0100 Subject: [PATCH 142/190] Add MongoDB official mcp server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 562a6e33..0a70e238 100644 --- a/README.md +++ b/README.md @@ -113,6 +113,7 @@ Official integrations are maintained by companies building production ready MCP - **[Metoro](https://github.com/metoro-io/metoro-mcp-server)** - Query and interact with kubernetes environments monitored by Metoro - **[Milvus](https://github.com/zilliztech/mcp-server-milvus)** - Search, Query and interact with data in your Milvus Vector Database. - **[Momento](https://github.com/momentohq/mcp-momento)** - Momento Cache lets you quickly improve your performance, reduce costs, and handle load at any scale. +- **[MongoDB](https://github.com/mongodb-js/mongodb-mcp-server)** - MongoDB community server or MongoDB Atlas are both supported. - MotherDuck Logo **[MotherDuck](https://github.com/motherduckdb/mcp-server-motherduck)** - Query and analyze data with MotherDuck and local DuckDB - 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 70cdf59a61c5f339aa247760ff08720b795aaa53 Mon Sep 17 00:00:00 2001 From: Filipe C Menezes Date: Fri, 2 May 2025 14:20:47 +0100 Subject: [PATCH 143/190] fix --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 0a70e238..0dde914c 100644 --- a/README.md +++ b/README.md @@ -113,7 +113,7 @@ Official integrations are maintained by companies building production ready MCP - **[Metoro](https://github.com/metoro-io/metoro-mcp-server)** - Query and interact with kubernetes environments monitored by Metoro - **[Milvus](https://github.com/zilliztech/mcp-server-milvus)** - Search, Query and interact with data in your Milvus Vector Database. - **[Momento](https://github.com/momentohq/mcp-momento)** - Momento Cache lets you quickly improve your performance, reduce costs, and handle load at any scale. -- **[MongoDB](https://github.com/mongodb-js/mongodb-mcp-server)** - MongoDB community server or MongoDB Atlas are both supported. +- **[MongoDB](https://github.com/mongodb-js/mongodb-mcp-server)** - Both MongoDB Community Server and MongoDB Atlas are supported. - MotherDuck Logo **[MotherDuck](https://github.com/motherduckdb/mcp-server-motherduck)** - Query and analyze data with MotherDuck and local DuckDB - 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 85403171e2349b4e5e41b2356e523c6bfcff1d44 Mon Sep 17 00:00:00 2001 From: TocharinOU Date: Fri, 2 May 2025 21:52:32 +0800 Subject: [PATCH 144/190] Add Kibana MCP Server to community servers list --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 562a6e33..8f7e218c 100644 --- a/README.md +++ b/README.md @@ -295,6 +295,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[JSON](https://github.com/GongRzhe/JSON-MCP-Server)** - JSON handling and processing server with advanced query capabilities using JSONPath syntax and support for array, string, numeric, and date operations. - **[KiCad MCP](https://github.com/lamaalrajih/kicad-mcp)** - MCP server for KiCad on Mac, Windows, and Linux. - **[Keycloak MCP](https://github.com/ChristophEnglisch/keycloak-model-context-protocol)** - This MCP server enables natural language interaction with Keycloak for user and realm management including creating, deleting, and listing users and realms. +- **[Kibana MCP](https://github.com/TocharianOU/mcp-server-kibana.git)** (by TocharianOU) - A community-maintained MCP server implementation that allows any MCP-compatible client to access and manage Kibana instances through natural language or programmatic requests. - **[Kibela](https://github.com/kiwamizamurai/mcp-kibela-server)** (by kiwamizamurai) - Interact with Kibela API. - **[kintone](https://github.com/macrat/mcp-server-kintone)** - Manage records and apps in [kintone](https://kintone.com) through LLM tools. - **[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. From f93911607b165c1e0b0f0a68b6ab9647b62adece Mon Sep 17 00:00:00 2001 From: cliffhall Date: Mon, 5 May 2025 13:09:38 -0400 Subject: [PATCH 145/190] Update `server-everything` to allow choosing the transport on the command line. # Run the default (stdio) server ```npx @modelcontextprotocol/server-everything``` # Or specify stdio explicitly ```npx @modelcontextprotocol/server-everything stdio``` # Run the SSE server ```npx @modelcontextprotocol/server-everything sse``` # Run the streamable HTTP server ```npx @modelcontextprotocol/server-everything streamableHttp``` * In src/everything/index.ts - refactor/extracted contents to stdio.ts - replaced with code that - Gets the single argument from the commandline as scriptName - switches on scriptName - imports the appropriate server script or outputs usage options - scripts run on import * In src/everything/stdio.ts - added console log "Starting default (STDIO) server..." * In src/everything/sse.ts - added console log "Starting SSE server..." * In src/everything/streamableHttp.ts - added console log "Starting Streamable HTTP server..." * This fixes #1594 --- src/everything/index.ts | 50 ++++++++++++++++++++------------ src/everything/sse.ts | 2 ++ src/everything/stdio.ts | 26 +++++++++++++++++ src/everything/streamableHttp.ts | 2 ++ 4 files changed, 62 insertions(+), 18 deletions(-) create mode 100644 src/everything/stdio.ts diff --git a/src/everything/index.ts b/src/everything/index.ts index c0ab77a2..801fe721 100644 --- a/src/everything/index.ts +++ b/src/everything/index.ts @@ -1,23 +1,37 @@ #!/usr/bin/env node -import { StdioServerTransport } from "@modelcontextprotocol/sdk/server/stdio.js"; -import { createServer } from "./everything.js"; +// Parse command line arguments first +const args = process.argv.slice(2); +const scriptName = args[0] || 'stdio'; -async function main() { - const transport = new StdioServerTransport(); - const { server, cleanup } = createServer(); - - await server.connect(transport); - - // Cleanup on exit - process.on("SIGINT", async () => { - await cleanup(); - await server.close(); - process.exit(0); - }); +async function run() { + try { + // Dynamically import only the requested module to prevent all modules from initializing + switch (scriptName) { + case 'stdio': + // Import and run the default server + await import('./stdio.js'); + break; + case 'sse': + // Import and run the SSE server + await import('./sse.js'); + break; + case 'streamableHttp': + // Import and run the streamable HTTP server + await import('./streamableHttp.js'); + break; + default: + console.error(`Unknown script: ${scriptName}`); + console.log('Available scripts:'); + console.log('- stdio'); + console.log('- sse'); + console.log('- streamableHttp'); + process.exit(1); + } + } catch (error) { + console.error('Error running script:', error); + process.exit(1); + } } -main().catch((error) => { - console.error("Server error:", error); - process.exit(1); -}); +run(); diff --git a/src/everything/sse.ts b/src/everything/sse.ts index 7a02eb53..08d44654 100644 --- a/src/everything/sse.ts +++ b/src/everything/sse.ts @@ -2,6 +2,8 @@ import { SSEServerTransport } from "@modelcontextprotocol/sdk/server/sse.js"; import express from "express"; import { createServer } from "./everything.js"; +console.log('Starting SSE server...'); + const app = express(); const { server, cleanup } = createServer(); diff --git a/src/everything/stdio.ts b/src/everything/stdio.ts new file mode 100644 index 00000000..2c94fa35 --- /dev/null +++ b/src/everything/stdio.ts @@ -0,0 +1,26 @@ +#!/usr/bin/env node + +import { StdioServerTransport } from "@modelcontextprotocol/sdk/server/stdio.js"; +import { createServer } from "./everything.js"; + +console.log('Starting default (STDIO) server...'); + +async function main() { + const transport = new StdioServerTransport(); + const {server, cleanup} = createServer(); + + await server.connect(transport); + + // Cleanup on exit + process.on("SIGINT", async () => { + await cleanup(); + await server.close(); + process.exit(0); + }); +} + +main().catch((error) => { + console.error("Server error:", error); + process.exit(1); +}); + diff --git a/src/everything/streamableHttp.ts b/src/everything/streamableHttp.ts index 3a87bc83..2e4d52de 100644 --- a/src/everything/streamableHttp.ts +++ b/src/everything/streamableHttp.ts @@ -4,6 +4,8 @@ import express, { Request, Response } from "express"; import { createServer } from "./everything.js"; import { randomUUID } from 'node:crypto'; +console.log('Starting Streamable HTTP server...'); + const app = express(); const { server, cleanup } = createServer(); From f06dc654ff65bd4bd814bd9b4b4aacfa2a13aae6 Mon Sep 17 00:00:00 2001 From: cliffhall Date: Mon, 5 May 2025 13:33:25 -0400 Subject: [PATCH 146/190] Update `server-everything` to allow choosing the transport on the command line. * Update README.md --- src/everything/README.md | 31 +++++++++++++++++++++++++++++-- 1 file changed, 29 insertions(+), 2 deletions(-) diff --git a/src/everything/README.md b/src/everything/README.md index 4d51de51..261ce033 100644 --- a/src/everything/README.md +++ b/src/everything/README.md @@ -173,7 +173,7 @@ Optionally, you can add it to a file called `.vscode/mcp.json` in your workspace } ``` -## Run with [HTTP+SSE Transport](https://modelcontextprotocol.io/specification/2024-11-05/basic/transports#http-with-sse) (deprecated as of [2025-03-26](https://modelcontextprotocol.io/specification/2025-03-26/basic/transports)) +## Running from source with [HTTP+SSE Transport](https://modelcontextprotocol.io/specification/2024-11-05/basic/transports#http-with-sse) (deprecated as of [2025-03-26](https://modelcontextprotocol.io/specification/2025-03-26/basic/transports)) ```shell cd src/everything @@ -181,10 +181,37 @@ npm install npm run start:sse ``` -## Run with [Streamable HTTP Transport](https://modelcontextprotocol.io/specification/2025-03-26/basic/transports#streamable-http) +## Run from source with [Streamable HTTP Transport](https://modelcontextprotocol.io/specification/2025-03-26/basic/transports#streamable-http) ```shell cd src/everything npm install npm run start:streamableHttp ``` + +## Running as an installed package +### Install +```shell +npm install -g @modelcontextprotocol/server-everything@latest +```` + +### Run the default (stdio) server +```shell +npx @modelcontextprotocol/server-everything +``` + +### Or specify stdio explicitly +```shell +npx @modelcontextprotocol/server-everything stdio +``` + +### Run the SSE server +```shell +npx @modelcontextprotocol/server-everything sse +``` + +### Run the streamable HTTP server +```shell +npx @modelcontextprotocol/server-everything streamableHttp +``` + From c4371d95d5d47171006f92585795cb29421ce712 Mon Sep 17 00:00:00 2001 From: cliffhall Date: Mon, 5 May 2025 18:00:44 -0400 Subject: [PATCH 147/190] Update `server-everything` to use the latest version of the SDK --- package-lock.json | 8 ++++---- src/everything/package.json | 2 +- 2 files changed, 5 insertions(+), 5 deletions(-) diff --git a/package-lock.json b/package-lock.json index 23e61d70..7555fa00 100644 --- a/package-lock.json +++ b/package-lock.json @@ -5435,7 +5435,7 @@ "version": "0.6.2", "license": "MIT", "dependencies": { - "@modelcontextprotocol/sdk": "^1.10.1", + "@modelcontextprotocol/sdk": "^1.11.0", "express": "^4.21.1", "zod": "^3.23.8", "zod-to-json-schema": "^3.23.5" @@ -5450,9 +5450,9 @@ } }, "src/everything/node_modules/@modelcontextprotocol/sdk": { - "version": "1.10.1", - "resolved": "https://registry.npmjs.org/@modelcontextprotocol/sdk/-/sdk-1.10.1.tgz", - "integrity": "sha512-xNYdFdkJqEfIaTVP1gPKoEvluACHZsHZegIoICX8DM1o6Qf3G5u2BQJHmgd0n4YgRPqqK/u1ujQvrgAxxSJT9w==", + "version": "1.11.0", + "resolved": "https://registry.npmjs.org/@modelcontextprotocol/sdk/-/sdk-1.11.0.tgz", + "integrity": "sha512-k/1pb70eD638anoi0e8wUGAlbMJXyvdV4p62Ko+EZ7eBe1xMx8Uhak1R5DgfoofsK5IBBnRwsYGTaLZl+6/+RQ==", "license": "MIT", "dependencies": { "content-type": "^1.0.5", diff --git a/src/everything/package.json b/src/everything/package.json index ffe6b7cd..553db407 100644 --- a/src/everything/package.json +++ b/src/everything/package.json @@ -22,7 +22,7 @@ "start:streamableHttp": "node dist/streamableHttp.js" }, "dependencies": { - "@modelcontextprotocol/sdk": "^1.10.1", + "@modelcontextprotocol/sdk": "^1.11.0", "express": "^4.21.1", "zod": "^3.23.8", "zod-to-json-schema": "^3.23.5" From 51593d9a9a8c5bd5b4c1915d889f3eda961a4c77 Mon Sep 17 00:00:00 2001 From: Jun Date: Tue, 6 May 2025 02:46:41 -0500 Subject: [PATCH 148/190] add optional encoded param to puppeteer_screenshot for base64 output --- src/puppeteer/README.md | 9 +------- src/puppeteer/index.ts | 49 +++++------------------------------------ 2 files changed, 7 insertions(+), 51 deletions(-) diff --git a/src/puppeteer/README.md b/src/puppeteer/README.md index 5b31f4af..03646437 100644 --- a/src/puppeteer/README.md +++ b/src/puppeteer/README.md @@ -22,14 +22,7 @@ A Model Context Protocol server that provides browser automation capabilities us - `selector` (string, optional): CSS selector for element to screenshot - `width` (number, optional, default: 800): Screenshot width - `height` (number, optional, default: 600): Screenshot height - -- **puppeteer_screenshot_encoded** - - Captures a screenshot of the entire page or a specific element and return it as a base64-encoded data URI. - - Inputs: - - `name` (string, required): Name for the screenshot - - `selector` (string, optional): CSS selector for element to screenshot - - `width` (number, optional, default: 800): Screenshot width - - `height` (number, optional, default: 600): Screenshot height + - `encoded` (boolean, optional): If true, capture the screenshot as a base64-encoded data URI (as text) instead of binary image content. Default false. - **puppeteer_click** diff --git a/src/puppeteer/index.ts b/src/puppeteer/index.ts index feabec70..592e0cdc 100644 --- a/src/puppeteer/index.ts +++ b/src/puppeteer/index.ts @@ -242,6 +242,7 @@ async function handleToolCall(name: string, args: any): Promise case "puppeteer_screenshot": { const width = args.width ?? 800; const height = args.height ?? 600; + const encoded = args.encoded ?? false; await page.setViewport({ width, height }); const screenshot = await (args.selector ? @@ -269,52 +270,14 @@ async function handleToolCall(name: string, args: any): Promise type: "text", text: `Screenshot '${args.name}' taken at ${width}x${height}`, } as TextContent, - { + encoded ? ({ + type: "text", + text: `data:image/png;base64,${screenshot}`, + } as TextContent) : ({ type: "image", data: screenshot, mimeType: "image/png", - } as ImageContent, - ], - isError: false, - }; - } - - case "puppeteer_screenshot_encoded": { - const width = args.width ?? 800; - const height = args.height ?? 600; - await page.setViewport({ width, height }); - - const screenshot = await (args.selector - ? (await page.$(args.selector))?.screenshot({ encoding: "base64" }) - : page.screenshot({ encoding: "base64", fullPage: false })); - - if (!screenshot) { - return { - content: [ - { - type: "text", - text: args.selector ? `Element not found: ${args.selector}` : "Screenshot failed", - }, - ], - isError: true, - }; - } - - screenshots.set(args.name, screenshot as string); - server.notification({ - method: "notifications/resources/list_changed", - }); - - return { - content: [ - { - type: "text", - text: `Screenshot '${args.name}' taken at ${width}x${height}`, - } as TextContent, - { - type: "text", - text: `data:image/png;base64,${screenshot}`, - } as TextContent, + } as ImageContent), ], isError: false, }; From ecb96d18f4ff8ef2fe22101f64efc0ac94999ac0 Mon Sep 17 00:00:00 2001 From: Pablo Camprubi <88673429+pablocamprubi@users.noreply.github.com> Date: Tue, 6 May 2025 14:34:20 +0200 Subject: [PATCH 149/190] Add Salesforce MCP Server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 9013166f..7e29a044 100644 --- a/README.md +++ b/README.md @@ -400,6 +400,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Rquest](https://github.com/xxxbrian/mcp-rquest)** - An MCP server providing realistic browser-like HTTP request capabilities with accurate TLS/JA3/JA4 fingerprints for bypassing anti-bot measures. - **[Rijksmuseum](https://github.com/r-huijts/rijksmuseum-mcp)** - Interface with the Rijksmuseum API to search artworks, retrieve artwork details, access image tiles, and explore user collections. - **[Riot Games](https://github.com/jifrozen0110/mcp-riot)** - MCP server for League of Legends – fetch player info, ranks, champion stats, and match history via Riot API. +- **[Salesforce MCP](https://github.com/salesforce-mcp/salesforce-mcp)** - Salesforce MCP server. Supports cloud version Salesforce-mcp.com and allows both data & metadata. - **[Salesforce MCP](https://github.com/smn2gnt/MCP-Salesforce)** - Interact with Salesforce Data and Metadata - **[Scholarly](https://github.com/adityak74/mcp-scholarly)** - A MCP server to search for scholarly and academic articles. - **[scrapling-fetch](https://github.com/cyberchitta/scrapling-fetch-mcp)** - Access text content from bot-protected websites. Fetches HTML/markdown from sites with anti-automation measures using Scrapling. From 69549cc8445ab9f4189c2c867b7b8f6cca2f8d78 Mon Sep 17 00:00:00 2001 From: cliffhall Date: Tue, 6 May 2025 10:26:47 -0400 Subject: [PATCH 150/190] Update `server-everything` to use the latest version of the SDK * In stdio.ts - change console.log to console.error --- src/everything/stdio.ts | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/everything/stdio.ts b/src/everything/stdio.ts index 2c94fa35..a98fbc53 100644 --- a/src/everything/stdio.ts +++ b/src/everything/stdio.ts @@ -3,7 +3,7 @@ import { StdioServerTransport } from "@modelcontextprotocol/sdk/server/stdio.js"; import { createServer } from "./everything.js"; -console.log('Starting default (STDIO) server...'); +console.error('Starting default (STDIO) server...'); async function main() { const transport = new StdioServerTransport(); From e30f30868fb3b1ba488c5a6ae09f60c64ebe5bc7 Mon Sep 17 00:00:00 2001 From: cliffhall Date: Tue, 6 May 2025 10:27:49 -0400 Subject: [PATCH 151/190] Update `server-everything` to use the latest version of the SDK * In sse.ts & streamableHttp.ts - change console.log to console.error --- src/everything/sse.ts | 2 +- src/everything/streamableHttp.ts | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/src/everything/sse.ts b/src/everything/sse.ts index 08d44654..928916c7 100644 --- a/src/everything/sse.ts +++ b/src/everything/sse.ts @@ -2,7 +2,7 @@ import { SSEServerTransport } from "@modelcontextprotocol/sdk/server/sse.js"; import express from "express"; import { createServer } from "./everything.js"; -console.log('Starting SSE server...'); +console.error('Starting SSE server...'); const app = express(); diff --git a/src/everything/streamableHttp.ts b/src/everything/streamableHttp.ts index 2e4d52de..e6486dfa 100644 --- a/src/everything/streamableHttp.ts +++ b/src/everything/streamableHttp.ts @@ -4,7 +4,7 @@ import express, { Request, Response } from "express"; import { createServer } from "./everything.js"; import { randomUUID } from 'node:crypto'; -console.log('Starting Streamable HTTP server...'); +console.error('Starting Streamable HTTP server...'); const app = express(); From 96352032fc21e64f068f7a08624084390b785f77 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E3=81=BF=E3=81=AE=E3=82=8B=E3=82=93?= <74597894+minorun365@users.noreply.github.com> Date: Wed, 7 May 2025 00:10:50 +0900 Subject: [PATCH 152/190] Fixed README: Added NPX config for Claude Desktop --- src/gdrive/README.md | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/src/gdrive/README.md b/src/gdrive/README.md index e8247f00..89eb21e0 100644 --- a/src/gdrive/README.md +++ b/src/gdrive/README.md @@ -84,7 +84,10 @@ Once authenticated, you can use the server in your app's server configuration: "args": [ "-y", "@modelcontextprotocol/server-gdrive" - ] + ], + "env": { + "GDRIVE_CREDENTIALS_PATH": "/path/to/.gdrive-server-credentials.json" + } } } } From 4bb9ec779e4218250fe2c2b9ef6087abc9ce1750 Mon Sep 17 00:00:00 2001 From: Jun Date: Tue, 6 May 2025 16:18:57 -0500 Subject: [PATCH 153/190] remove redundancy and update puppeteer_screenshot tool description --- src/puppeteer/index.ts | 15 +-------------- 1 file changed, 1 insertion(+), 14 deletions(-) diff --git a/src/puppeteer/index.ts b/src/puppeteer/index.ts index 592e0cdc..63007799 100644 --- a/src/puppeteer/index.ts +++ b/src/puppeteer/index.ts @@ -39,20 +39,7 @@ const TOOLS: Tool[] = [ selector: { type: "string", description: "CSS selector for element to screenshot" }, width: { type: "number", description: "Width in pixels (default: 800)" }, height: { type: "number", description: "Height in pixels (default: 600)" }, - }, - required: ["name"], - }, - }, - { - name: "puppeteer_screenshot_encoded", - description: "Take a screenshot of the current page or a specific element and return it as a base64-encoded data URI", - inputSchema: { - type: "object", - properties: { - name: { type: "string", description: "Name for the screenshot" }, - selector: { type: "string", description: "CSS selector for element to screenshot" }, - width: { type: "number", description: "Width in pixels (default: 800)" }, - height: { type: "number", description: "Height in pixels (default: 600)" }, + encoded: { type: "boolean", description: "If true, capture the screenshot as a base64-encoded data URI (as text) instead of binary image content. Default false." }, }, required: ["name"], }, From 3e059470a7f6e464a0740c06aee2df449099713c Mon Sep 17 00:00:00 2001 From: Moongil Jeon Date: Wed, 7 May 2025 13:13:49 +0900 Subject: [PATCH 154/190] update OP.GG repo url with description --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index a0ebff65..4e628442 100644 --- a/README.md +++ b/README.md @@ -99,7 +99,7 @@ Official integrations are maintained by companies building production ready MCP - Neon Logo **[Neon](https://github.com/neondatabase/mcp-server-neon)** - Interact with the Neon serverless Postgres platform - OceanBase Logo **[OceanBase](https://github.com/oceanbase/mcp-oceanbase)** - MCP Server for OceanBase database and its tools - Octagon Logo **[Octagon](https://github.com/OctagonAI/octagon-mcp-server)** - Deliver real-time investment research with extensive private and public market data. -- OP.GG Logo **[OP.GG](https://github.com/opgginc/opgg-mcp-esports)** - Fetch upcoming League of Legends tournaments (Worlds, MSI, LCK, LPL, LEC and etc) match schedules effortlessly. +- 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. - Oxylabs Logo **[Oxylabs](https://github.com/oxylabs/oxylabs-mcp)** - Scrape websites with Oxylabs Web API, supporting dynamic rendering and parsing for structured data extraction. - 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. - **[Qdrant](https://github.com/qdrant/mcp-server-qdrant/)** - Implement semantic memory layer on top of the Qdrant vector search engine From 58a2c19dfc477948eefaf02d207a447a132c1d71 Mon Sep 17 00:00:00 2001 From: tszhim_tech Date: Thu, 8 May 2025 17:50:38 +0800 Subject: [PATCH 155/190] update order --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 4f3e0c99..4532ac19 100644 --- a/README.md +++ b/README.md @@ -380,8 +380,8 @@ 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. - **[Placid.app](https://github.com/felores/placid-mcp-server)** - Generate image and video creatives using Placid.app templates -- **[Playwright](https://github.com/executeautomation/mcp-playwright)** - This MCP Server will help you run browser automation and webscraping using Playwright - **[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 - **[Postman](https://github.com/shannonlal/mcp-postman)** - MCP server for running Postman Collections locally via Newman. Allows for simple execution of Postman Server and returns the results of whether the collection passed all the tests. - **[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. From 1bcba90942abb0ac48cf8672e2f012c422385aea Mon Sep 17 00:00:00 2001 From: AI-Agent-Hub Date: Fri, 9 May 2025 14:41:40 +0800 Subject: [PATCH 156/190] add mcp marketplace web plugin --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 1c3d279f..1273af5b 100644 --- a/README.md +++ b/README.md @@ -492,6 +492,7 @@ Additional resources on MCP. - **[Discord Server](https://glama.ai/mcp/discord)** – A community discord server dedicated to MCP by **[Frank Fiegel](https://github.com/punkpeye)** - **[Discord Server (ModelContextProtocol)](https://discord.gg/jHEGxQu2a5)** – Connect with developers, share insights, and collaborate on projects in an active Discord community dedicated to the Model Context Protocol by **[Alex Andru](https://github.com/QuantGeekDev)** - Klavis Logo **[Klavis AI](https://www.klavis.ai)** - Open Source MCP Infra. Hosted MCP servers and MCP clients on Slack and Discord. +- **[MCP Marketplace Web Plugin](https://github.com/AI-Agent-Hub/mcp-marketplace)** MCP Marketplace is a small Web UX plugin to integrate with AI applications, Support various MCP Server API Endpoint (e.g pulsemcp.com/deepnlp.org and more). Allowing user to browse, paginate and select various MCP servers by different categories. [Pypi](https://pypi.org/project/mcp-marketplace) | [Maintainer](https://github.com/AI-Agent-Hub) | [Website](http://www.deepnlp.org/store/ai-agent/mcp-server) - **[MCP Router](https://mcp-router.net)** – Free Windows and macOS app that simplifies MCP management while providing seamless app authentication and powerful log visualization by **[MCP Router](https://github.com/mcp-router/mcp-router)** - **[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)** - **[MCP Servers Hub](https://github.com/apappascs/mcp-servers-hub)** (**[website](https://mcp-servers-hub-website.pages.dev/)**) - A curated list of MCP servers by **[apappascs](https://github.com/apappascs)** From 0b710b1fca3faf67b63e4fd36a0729c2ebb55d7a Mon Sep 17 00:00:00 2001 From: naotar Date: Fri, 9 May 2025 08:15:35 -0700 Subject: [PATCH 157/190] Add Community Teradata MCP Add Teradata MCP server to the community list --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 8bdc5228..9355fba9 100644 --- a/README.md +++ b/README.md @@ -429,6 +429,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Tavily search](https://github.com/RamXX/mcp-tavily)** - An MCP server for Tavily's search & news API, with explicit site inclusions/exclusions - **[Telegram](https://github.com/chigwell/telegram-mcp)** - An MCP server that provides paginated chat reading, message retrieval, and message sending capabilities for Telegram through Telethon integration. - **[Telegram-Client](https://github.com/chaindead/telegram-mcp)** - A Telegram API bridge that manages user data, dialogs, messages, drafts, read status, and more for seamless interactions. +- **[Teradata](https://github.com/arturborycki/mcp-teradata)** - his MCP server enables LLMs to interact with Teradata databases. This MCP Server support tools and prompts for multi task data analytics - **[Terminal-Control](https://github.com/GongRzhe/terminal-controller-mcp)** - A MCP server that enables secure terminal command execution, directory navigation, and file system operations through a standardized interface. - **[TFT-Match-Analyzer](https://github.com/GeLi2001/tft-mcp-server)** - MCP server for teamfight tactics match history & match details fetching, providing user the detailed context for every match. - **[Ticketmaster](https://github.com/delorenj/mcp-server-ticketmaster)** - Search for events, venues, and attractions through the Ticketmaster Discovery API From 608bbc33a2743ccac8a2e03573d1308613f09400 Mon Sep 17 00:00:00 2001 From: Christian Jensen Date: Fri, 9 May 2025 09:37:45 -0700 Subject: [PATCH 158/190] Add Linear.app official integration One line update to add Linear.app --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 8bdc5228..c3d81980 100644 --- a/README.md +++ b/README.md @@ -106,6 +106,7 @@ Official integrations are maintained by companies building production ready MCP - 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. - Logfire Logo **[Logfire](https://github.com/pydantic/logfire-mcp)** - Provides access to OpenTelemetry traces and metrics through Logfire. - Langfuse Logo **[Langfuse Prompt Management](https://github.com/langfuse/mcp-server-langfuse)** - Open-source tool for collaborative editing, versioning, evaluating, and releasing prompts. +- Linear Logo **[Linear](https://linear.app/docs/mcp)** - Search, create, and update Linear issues, projects, and comments. - Lingo.dev Logo **[Lingo.dev](https://github.com/lingodotdev/lingo.dev/blob/main/mcp.md)** - Make your AI agent speak every language on the planet, using [Lingo.dev](https://lingo.dev) Localization Engine. - Mailgun Logo **[Mailgun](https://github.com/mailgun/mailgun-mcp-server)** - Interact with Mailgun API. - Make Logo **[Make](https://github.com/integromat/make-mcp-server)** - Turn your [Make](https://www.make.com/) scenarios into callable tools for AI assistants. From f6f0b11d189b2b38ead5b75500484ee1561f7f77 Mon Sep 17 00:00:00 2001 From: Cali LaFollett <5647494+clafollett@users.noreply.github.com> Date: Sun, 11 May 2025 09:29:54 -0400 Subject: [PATCH 159/190] add: adds the `FDIC BankFind MCP Server` community repo link --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 8bdc5228..5610a846 100644 --- a/README.md +++ b/README.md @@ -255,6 +255,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Excel](https://github.com/haris-musa/excel-mcp-server)** - Excel manipulation including data reading/writing, worksheet management, formatting, charts, and pivot table. - **[Fantasy PL](https://github.com/rishijatia/fantasy-pl-mcp)** - Give your coding agent direct access to up-to date Fantasy Premier League data - **[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. 😎📊 - **[Fetch](https://github.com/zcaceres/fetch-mcp)** - A server that flexibly fetches HTML, JSON, Markdown, or plaintext. - **[Fingertip](https://github.com/fingertip-com/fingertip-mcp)** - MCP server for Fingertip.com to search and create new sites. - **[Figma](https://github.com/GLips/Figma-Context-MCP)** - Give your coding agent direct access to Figma file data, helping it one-shot design implementation. From 7e2ab45f439f2bbc0862ea5eb185f7e3e44ac14b Mon Sep 17 00:00:00 2001 From: Prathamesh Mane <134224065+Prathamesh0901@users.noreply.github.com> Date: Mon, 12 May 2025 09:01:52 +0530 Subject: [PATCH 160/190] Add zoom MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index f8d76cba..7bc3648d 100644 --- a/README.md +++ b/README.md @@ -478,6 +478,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[XMind](https://github.com/apeyroux/mcp-xmind)** - Read and search through your XMind directory containing XMind files. - **[YouTube](https://github.com/Klavis-AI/klavis/tree/main/mcp_servers/youtube)** - Extract Youtube video information (with proxies support). - **[YouTube](https://github.com/ZubeidHendricks/youtube-mcp-server)** - Comprehensive YouTube API integration for video management, Shorts creation, and analytics. +- **[Zoom](https://github.com/Prathamesh0901/zoom-mcp-server/tree/main)** - Create, update, read and delete your zoom meetings. - **[mcp_weather](https://github.com/isdaniel/mcp_weather_server)** - Get weather information from https://api.open-meteo.com API. ## 📚 Frameworks From 10d31f22c72699bd58f11cdeb8263137539a0796 Mon Sep 17 00:00:00 2001 From: Sergey Vidyuk Date: Mon, 12 May 2025 15:12:02 +0800 Subject: [PATCH 161/190] Add Paradex MCP --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index f8d76cba..b1a7014f 100644 --- a/README.md +++ b/README.md @@ -391,6 +391,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Outline](https://github.com/Vortiago/mcp-outline)** - MCP Server to interact with [Outline](https://www.getoutline.com) knowledge base to search, read, create, and manage documents and their content, access collections, add comments, and manage document backlinks. - **[pancakeswap-poolspy-mcp](https://github.com/kukapay/pancakeswap-poolspy-mcp)** - An MCP server that tracks newly created liquidity pools on Pancake Swap. - **[Pandoc](https://github.com/vivekVells/mcp-pandoc)** - MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more. +- **[Paradex MCP](https://github.com/sv/mcp-paradex-py)** - MCP native server for interacting with Paradex platform, including fully features trading. - **[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. - **[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. From 6246ecd17662ffbe5445b38ba2eae0aff989c2fe Mon Sep 17 00:00:00 2001 From: Razvan Macovei Date: Mon, 12 May 2025 11:41:59 +0300 Subject: [PATCH 162/190] Add k8s-multicluster-mcp MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index f8d76cba..b0db649e 100644 --- a/README.md +++ b/README.md @@ -308,6 +308,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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, sqllite and [more](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc#supported-jdbc-variants). - **[JSON](https://github.com/GongRzhe/JSON-MCP-Server)** - JSON handling and processing server with advanced query capabilities using JSONPath syntax and support for array, string, numeric, and date operations. - **[jupiter-mcp](https://github.com/kukapay/jupiter-mcp)** - An MCP server for executing token swaps on the Solana blockchain using Jupiter's new Ultra API. +- **[k8s-multicluster-mcp](https://github.com/razvanmacovei/k8s-multicluster-mcp)** - An MCP server for interact with multiple Kubernetes clusters simultaneously using multiple kubeconfig files. - **[KiCad MCP](https://github.com/lamaalrajih/kicad-mcp)** - MCP server for KiCad on Mac, Windows, and Linux. - **[Keycloak MCP](https://github.com/ChristophEnglisch/keycloak-model-context-protocol)** - This MCP server enables natural language interaction with Keycloak for user and realm management including creating, deleting, and listing users and realms. - **[Kibana MCP](https://github.com/TocharianOU/mcp-server-kibana.git)** (by TocharianOU) - A community-maintained MCP server implementation that allows any MCP-compatible client to access and manage Kibana instances through natural language or programmatic requests. From e3ccf4f0fcf67e23ddba3b2de18c05f15f5b9d4c Mon Sep 17 00:00:00 2001 From: Ahmed Osman Date: Mon, 12 May 2025 16:39:13 +0300 Subject: [PATCH 163/190] Adding Microsoft Clarity MCP --- README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index f8d76cba..a053a2c4 100644 --- a/README.md +++ b/README.md @@ -347,7 +347,8 @@ A growing set of community-developed and maintained servers demonstrates various - **[MSSQL-Python](https://github.com/amornpan/py-mcp-mssql)** (by amornpan) - A read-only Python implementation for MSSQL database access with enhanced security features, configurable access controls, and schema inspection capabilities. Focuses on safe database interaction through Python ecosystem. - **[MSSQL-MCP](https://github.com/daobataotie/mssql-mcp)** (by daobataotie) - MSSQL MCP that refer to the official website's SQLite MCP for modifications to adapt to MSSQL - **[Markdownify](https://github.com/zcaceres/mcp-markdownify-server)** - MCP to convert almost anything to Markdown (PPTX, HTML, PDF, Youtube Transcripts and more) -- **[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) +- **[Microsoft Clarity](https://github.com/microsoft/clarity-mcp-server))** - Official MCP Server to get your analytics data from Microsoft Clarity - **[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 - **[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. From 06797aac4baffab477506f9124afddc3dfea9310 Mon Sep 17 00:00:00 2001 From: Sacha Morard <2254275+SachaMorard@users.noreply.github.com> Date: Mon, 12 May 2025 19:51:41 +0200 Subject: [PATCH 164/190] Update README.md Co-authored-by: Ola Hungerford --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 5b7f74ee..7a292bf7 100644 --- a/README.md +++ b/README.md @@ -61,7 +61,7 @@ Official integrations are maintained by companies building production ready MCP - 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 - DevHub Logo **[DevHub](https://github.com/devhub/devhub-cms-mcp)** - Manage and utilize website content within the [DevHub](https://www.devhub.com) CMS platform - E2B Logo **[E2B](https://github.com/e2b-dev/mcp-server)** - Run code in secure sandboxes hosted by [E2B](https://e2b.dev) -- Edgee Logo **[E2B](https://github.com/edgee-cloud/mcp-server-edgee)** - Deploy and manage [Edgee](https://www.edgee.cloud) components and projects +- 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 - eSignatures Logo **[eSignatures](https://github.com/esignaturescom/mcp-server-esignatures)** - Contract and template management for drafting, reviewing, and sending binding contracts. - Exa Logo **[Exa](https://github.com/exa-labs/exa-mcp-server)** - Search Engine made for AIs by [Exa](https://exa.ai) From e0e4dac7eb4c76b9e38ae0f94a6716bfa21e1a60 Mon Sep 17 00:00:00 2001 From: "DESKTOP-606O87D\\laura" Date: Tue, 13 May 2025 10:39:36 +0200 Subject: [PATCH 165/190] Add metricool-mcp-server to community servers list --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index f8d76cba..5190dc6f 100644 --- a/README.md +++ b/README.md @@ -342,6 +342,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[mem0-mcp](https://github.com/mem0ai/mem0-mcp)** - A Model Context Protocol server for Mem0, which helps with managing coding preferences. - **[Membase](https://github.com/unibaseio/membase-mcp)** - Save and query your agent memory in distributed way by Membase. - **[MetaTrader MCP](https://github.com/ariadng/metatrader-mcp-server)** - Enable AI LLMs to execute trades using MetaTrader 5 platform. +- **[Metricool MCP](https://github.com/metricool/mcp-metricool)** - A Model Context Protocol server that integrates with Metricool's social media analytics platform to retrieve performance metrics and schedule content across networks like Instagram, Facebook, Twitter, LinkedIn, TikTok and YouTube. - **[MSSQL](https://github.com/aekanun2020/mcp-server/)** - MSSQL database integration with configurable access controls and schema inspection - **[MSSQL](https://github.com/JexinSam/mssql_mcp_server)** (by jexin) - MCP Server for MSSQL database in Python - **[MSSQL-Python](https://github.com/amornpan/py-mcp-mssql)** (by amornpan) - A read-only Python implementation for MSSQL database access with enhanced security features, configurable access controls, and schema inspection capabilities. Focuses on safe database interaction through Python ecosystem. From 6a1f2d49090f096b2136629d389e30a90c30d51b Mon Sep 17 00:00:00 2001 From: Matthias Schneider Date: Tue, 13 May 2025 13:08:29 +0200 Subject: [PATCH 166/190] Added mcp-openweather Added mcp-openweather which uses the free openweathermap api to get the weather information for a given location --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index f8d76cba..958d084e 100644 --- a/README.md +++ b/README.md @@ -387,6 +387,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[OpenCTI](https://github.com/Spathodea-Network/opencti-mcp)** - Interact with OpenCTI platform to retrieve threat intelligence data including reports, indicators, malware and threat actors. - **[OpenDota](https://github.com/asusevski/opendota-mcp-server)** - Interact with OpenDota API to retrieve Dota 2 match data, player statistics, and more. - **[OpenRPC](https://github.com/shanejonas/openrpc-mpc-server)** - Interact with and discover JSON-RPC APIs via [OpenRPC](https://open-rpc.org). +- **[OpenWeather](https://github.com/mschneider82/mcp-openweather)** - Interact with the free openweathermap API to get the current and forecast weather for a location. - **[Open Strategy Partners Marketing Tools](https://github.com/open-strategy-partners/osp_marketing_tools)** - Content editing codes, value map, and positioning tools for product marketing. - **[Outline](https://github.com/Vortiago/mcp-outline)** - MCP Server to interact with [Outline](https://www.getoutline.com) knowledge base to search, read, create, and manage documents and their content, access collections, add comments, and manage document backlinks. - **[pancakeswap-poolspy-mcp](https://github.com/kukapay/pancakeswap-poolspy-mcp)** - An MCP server that tracks newly created liquidity pools on Pancake Swap. From 4975ae4483ff81bd067008c54878af6aa1e17a73 Mon Sep 17 00:00:00 2001 From: Steve Calvert Date: Fri, 21 Mar 2025 13:47:27 -0700 Subject: [PATCH 167/190] Update README.md with Glean MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 6fc214d8..9f4ad4db 100644 --- a/README.md +++ b/README.md @@ -88,6 +88,7 @@ Official integrations are maintained by companies building production ready MCP - GibsonAI Logo **[GibsonAI](https://github.com/GibsonAI/mcp)** - AI-Powered Cloud databases: Build, migrate, and deploy database instances with AI - Gitea Logo **[Gitea](https://gitea.com/gitea/gitea-mcp)** - Interact with Gitea instances with MCP. - Gitee Logo **[Gitee](https://github.com/oschina/mcp-gitee)** - Gitee API integration, repository, issue, and pull request management, and more. +- Glean Logo **[Glean](https://github.com/gleanwork/mcp-server)** - Enterprise search and chat using Glean's API. - Gyazo Logo **[Gyazo](https://github.com/nota/gyazo-mcp-server)** - Search, fetch, upload, and interact with Gyazo images, including metadata and OCR data. - gotoHuman Logo **[gotoHuman](https://github.com/gotohuman/gotohuman-mcp-server)** - Human-in-the-loop platform - Allow AI agents and automations to send requests for approval to your [gotoHuman](https://www.gotohuman.com) inbox. - Grafana Logo **[Grafana](https://github.com/grafana/mcp-grafana)** - Search dashboards, investigate incidents and query datasources in your Grafana instance From b4ac394b90c5ef0cbafd586d8cbb34bfa5352662 Mon Sep 17 00:00:00 2001 From: Chuck Bryan Date: Tue, 13 May 2025 12:07:17 -0400 Subject: [PATCH 168/190] Add YNAB MCP server integration to the README --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 8586b720..fde0dbee 100644 --- a/README.md +++ b/README.md @@ -482,6 +482,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Xero-mcp-server](https://github.com/john-zhang-dev/xero-mcp)** - Enabling clients to interact with Xero system for streamlined accounting, invoicing, and business operations. - **[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. +- **[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. - **[YouTube](https://github.com/Klavis-AI/klavis/tree/main/mcp_servers/youtube)** - Extract Youtube video information (with proxies support). - **[YouTube](https://github.com/ZubeidHendricks/youtube-mcp-server)** - Comprehensive YouTube API integration for video management, Shorts creation, and analytics. - **[mcp_weather](https://github.com/isdaniel/mcp_weather_server)** - Get weather information from https://api.open-meteo.com API. From d85d1bc4027cabd15d45959238bb46896102ab45 Mon Sep 17 00:00:00 2001 From: jeff nasseri Date: Tue, 13 May 2025 19:07:49 +0200 Subject: [PATCH 169/190] Add Mikrotik MCP server to README.md for networking operations --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 8586b720..5c74904a 100644 --- a/README.md +++ b/README.md @@ -353,6 +353,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[MSSQL-MCP](https://github.com/daobataotie/mssql-mcp)** (by daobataotie) - MSSQL MCP that refer to the official website's SQLite MCP for modifications to adapt to MSSQL - **[Markdownify](https://github.com/zcaceres/mcp-markdownify-server)** - MCP to convert almost anything to Markdown (PPTX, HTML, PDF, Youtube Transcripts and more) - **[Microsoft Teams](https://github.com/InditexTech/mcp-teams-server)** - MCP server that integrates Microsoft Teams messaging (read, post, mention, list members and threads) +- **[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 - **[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. From e7f42dca453a83b3da5c02581b634c1632a479ce Mon Sep 17 00:00:00 2001 From: Denis Jannot Date: Tue, 13 May 2025 21:59:52 +0200 Subject: [PATCH 170/190] Adding Puppeteer vision MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 8586b720..3aced8d6 100644 --- a/README.md +++ b/README.md @@ -407,6 +407,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Prometheus](https://github.com/pab1it0/prometheus-mcp-server)** - Query and analyze Prometheus - open-source monitoring system. - **[PubChem](https://github.com/sssjiang/pubchem_mcp_server)** - extract drug information from pubchem API. - **[Pulumi](https://github.com/dogukanakkaya/pulumi-mcp-server)** - MCP Server to Interact with Pulumi API, creates and lists Stacks +- **[Puppeteer vision](https://github.com/djannot/puppeteer-vision-mcp)** - Use Puppeteer to browse a webpage and return a high quality Markdown. Use AI vision capabilities to handle cookies, captchas, and other interactive elements automatically. - **[Pushover](https://github.com/ashiknesin/pushover-mcp)** - Send instant notifications to your devices using [Pushover.net](https://pushover.net/) - **[Quarkus](https://github.com/quarkiverse/quarkus-mcp-servers)** - MCP servers for the Quarkus Java 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. From bcdb07245633ebf697d96aa0520c53dd69c4a452 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E5=B7=9D=E6=9E=97?= Date: Wed, 14 May 2025 16:39:59 +0800 Subject: [PATCH 171/190] Update README to add alibaba-cloud-ops-mcp-server --- README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 47acea58..fb1eb77c 100644 --- a/README.md +++ b/README.md @@ -44,7 +44,8 @@ Official integrations are maintained by companies building production ready MCP - AgentQL Logo **[AgentQL](https://github.com/tinyfish-io/agentql-mcp)** - Enable AI agents to get structured data from unstructured web with [AgentQL](https://www.agentql.com/). - AgentRPC Logo **[AgentRPC](https://github.com/agentrpc/agentrpc)** - Connect to any function, any language, across network boundaries using [AgentRPC](https://www.agentrpc.com/). - Aiven Logo **[Aiven](https://github.com/Aiven-Open/mcp-aiven)** - Navigate your [Aiven projects](https://go.aiven.io/mcp-server) and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services -- Alibaba Cloud AnalyticDB for MySQL Logo **[Alibaba Cloud AnalyticDB for MySQL](https://github.com/aliyun/alibabacloud-adb-mysql-mcp-server)** - Connect to a [AnalyticDB for MySQL](https://www.alibabacloud.com/en/product/analyticdb-for-mysql) cluster for getting database or table metadata, querying and analyzing data.It will be supported to add the openapi for cluster operation in the future. +- Alibaba Cloud AnalyticDB for MySQL Logo **[Alibaba Cloud AnalyticDB for MySQL](https://github.com/aliyun/alibabacloud-adb-mysql-mcp-server)** - Connect to a [AnalyticDB for MySQL](https://www.alibabacloud.com/en/product/analyticdb-for-mysql) cluster for getting database or table metadata, querying and analyzing data.It will be supported to add the openapi for cluster operation in the future. +- Alibaba Cloud OPS Logo **[Alibaba Cloud OPS](https://github.com/aliyun/alibaba-cloud-ops-mcp-server)** - Manage the lifecycle of your Alibaba Cloud resources with [CloudOps Orchestration Service](https://www.alibabacloud.com/en/product/oos) and Alibaba Cloud OpenAPI. - 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 - 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 - 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. From c7db8ed23d4412dbc8aee58f8d7b3b61c4825ffd Mon Sep 17 00:00:00 2001 From: Stefano Amorelli Date: Mon, 12 May 2025 20:21:12 +0300 Subject: [PATCH 172/190] feat(doc): add community-developed MCP server for Federal Reserve Economic Data --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index f8d76cba..ca75c82a 100644 --- a/README.md +++ b/README.md @@ -260,6 +260,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Excel](https://github.com/haris-musa/excel-mcp-server)** - Excel manipulation including data reading/writing, worksheet management, formatting, charts, and pivot table. - **[Fantasy PL](https://github.com/rishijatia/fantasy-pl-mcp)** - Give your coding agent direct access to up-to date Fantasy Premier League data - **[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. +- **[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. - **[Fingertip](https://github.com/fingertip-com/fingertip-mcp)** - MCP server for Fingertip.com to search and create new sites. - **[Figma](https://github.com/GLips/Figma-Context-MCP)** - Give your coding agent direct access to Figma file data, helping it one-shot design implementation. From b7fea4004c38228803f45b23e3b4ee2dc8f4fb10 Mon Sep 17 00:00:00 2001 From: Gal Date: Wed, 14 May 2025 15:49:03 +0300 Subject: [PATCH 173/190] Modify to alphabetic order --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 4d846e13..dd278e53 100644 --- a/README.md +++ b/README.md @@ -173,7 +173,6 @@ A growing set of community-developed and maintained servers demonstrates various - **[Airbnb](https://github.com/openbnb-org/mcp-server-airbnb)** - Provides tools to search Airbnb and get listing details. - **[AI Agent Marketplace Index](https://github.com/AI-Agent-Hub/ai-agent-marketplace-index-mcp)** - MCP server to search more than 5000+ AI agents and tools of various categories from [AI Agent Marketplace Index](http://www.deepnlp.org/store/ai-agent) and monitor traffic of AI Agents. - **[Algorand](https://github.com/GoPlausible/algorand-mcp)** - A comprehensive MCP server for tooling interactions (40+) and resource accessibility (60+) plus many useful prompts for interacting with the Algorand blockchain. -- **[Edwin](https://github.com/edwin-finance/edwin/tree/main/examples/mcp-server)** - MCP server for edwin SDK - enabling AI agents to interact with DeFi protocols across EVM, Solana and other blockchains. - **[Airflow](https://github.com/yangkyeongmo/mcp-server-apache-airflow)** - A MCP Server that connects to [Apache Airflow](https://airflow.apache.org/) using official python client. - **[Airtable](https://github.com/domdomegg/airtable-mcp-server)** - Read and write access to [Airtable](https://airtable.com/) databases, with schema inspection. - **[Airtable](https://github.com/felores/airtable-mcp)** - Airtable Model Context Protocol Server. @@ -256,6 +255,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Drupal](https://github.com/Omedia/mcp-server-drupal)** - Server for interacting with [Drupal](https://www.drupal.org/project/mcp) using STDIO transport layer. - **[dune-analytics-mcp](https://github.com/kukapay/dune-analytics-mcp)** - A mcp server that bridges Dune Analytics data to AI agents. - **[EdgeOne Pages MCP](https://github.com/TencentEdgeOne/edgeone-pages-mcp)** - An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL. +- **[Edwin](https://github.com/edwin-finance/edwin/tree/main/examples/mcp-server)** - MCP server for edwin SDK - enabling AI agents to interact with DeFi protocols across EVM, Solana and other blockchains. - **[Elasticsearch](https://github.com/cr7258/elasticsearch-mcp-server)** - MCP server implementation that provides Elasticsearch interaction. - **[ElevenLabs](https://github.com/mamertofabian/elevenlabs-mcp-server)** - A server that integrates with ElevenLabs text-to-speech API capable of generating full voiceovers with multiple voices. - **[Email](https://github.com/Shy2593666979/mcp-server-email)** - This server enables users to send emails through various email providers, including Gmail, Outlook, Yahoo, Sina, Sohu, 126, 163, and QQ Mail. It also supports attaching files from specified directories, making it easy to upload attachments along with the email content. From ee8adb282f9d0500070a69c2910ae4d2ef06084e Mon Sep 17 00:00:00 2001 From: Kiara Munz Date: Wed, 14 May 2025 09:42:27 -0400 Subject: [PATCH 174/190] Add HubSpot to Official Integrations --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 46d3a34f..772da0f4 100644 --- a/README.md +++ b/README.md @@ -97,6 +97,7 @@ 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. - 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. - 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. +- HubSpot Logo **[HubSpot](https://developer.hubspot.com/mcp)** - Connect, manage, and interact with [HubSpot](https://www.hubspot.com/) CRM data - 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 - ForeverVM Logo **[ForeverVM](https://github.com/jamsocket/forevervm/tree/main/javascript/mcp-server)** - Run Python in a code sandbox. From 984d01e9291d9d2d167e79f0aa57d7320594f76f Mon Sep 17 00:00:00 2001 From: allen-munsch Date: Wed, 14 May 2025 09:40:24 -0500 Subject: [PATCH 175/190] pull latest, alphabetical order for prefect --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 7267ac9f..d0298381 100644 --- a/README.md +++ b/README.md @@ -410,8 +410,8 @@ 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 -- **[Prefect](https://github.com/allen-munsch/mcp-prefect)** - MCP Server for workflow orchestration and ELT/ETL with Prefect Server, and Prefect Cloud [https://www.prefect.io/] using the `prefect` python client. - **[Postman](https://github.com/shannonlal/mcp-postman)** - MCP server for running Postman Collections locally via Newman. Allows for simple execution of Postman Server and returns the results of whether the collection passed all the tests. +- **[Prefect](https://github.com/allen-munsch/mcp-prefect)** - MCP Server for workflow orchestration and ELT/ETL with Prefect Server, and Prefect Cloud [https://www.prefect.io/] using the `prefect` python client. - **[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. - **[PubChem](https://github.com/sssjiang/pubchem_mcp_server)** - extract drug information from pubchem API. From 5a7c877e80c0b70d0b6020ee4a42582f7fea9c32 Mon Sep 17 00:00:00 2001 From: "wenfeng.wf" Date: Thu, 15 May 2025 17:52:01 +0800 Subject: [PATCH 176/190] Add Alibaba Cloud RDS MCP Server to README --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index de01e8ee..877d91f6 100644 --- a/README.md +++ b/README.md @@ -45,6 +45,7 @@ Official integrations are maintained by companies building production ready MCP - AgentRPC Logo **[AgentRPC](https://github.com/agentrpc/agentrpc)** - Connect to any function, any language, across network boundaries using [AgentRPC](https://www.agentrpc.com/). - Aiven Logo **[Aiven](https://github.com/Aiven-Open/mcp-aiven)** - Navigate your [Aiven projects](https://go.aiven.io/mcp-server) and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services - Alibaba Cloud AnalyticDB for MySQL Logo **[Alibaba Cloud AnalyticDB for MySQL](https://github.com/aliyun/alibabacloud-adb-mysql-mcp-server)** - Connect to a [AnalyticDB for MySQL](https://www.alibabacloud.com/en/product/analyticdb-for-mysql) cluster for getting database or table metadata, querying and analyzing data.It will be supported to add the openapi for cluster operation in the future. +- Alibaba Cloud RDS MySQL Logo **[Alibaba Cloud RDS MySQL](https://github.com/aliyun/alibabacloud-rds-openapi-mcp-server)** - An MCP server designed to interact with the Alibaba Cloud RDS OpenAPI, enabling programmatic management of RDS resources via an LLM. - 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 - 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 - 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. From 1f8d5e948cf6ead6e716c9cddc120c26a8b60820 Mon Sep 17 00:00:00 2001 From: "wenfeng.wf" Date: Thu, 15 May 2025 17:54:27 +0800 Subject: [PATCH 177/190] Add Alibaba Cloud RDS MCP Server to README --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 877d91f6..8129c7cd 100644 --- a/README.md +++ b/README.md @@ -45,7 +45,7 @@ Official integrations are maintained by companies building production ready MCP - AgentRPC Logo **[AgentRPC](https://github.com/agentrpc/agentrpc)** - Connect to any function, any language, across network boundaries using [AgentRPC](https://www.agentrpc.com/). - Aiven Logo **[Aiven](https://github.com/Aiven-Open/mcp-aiven)** - Navigate your [Aiven projects](https://go.aiven.io/mcp-server) and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services - Alibaba Cloud AnalyticDB for MySQL Logo **[Alibaba Cloud AnalyticDB for MySQL](https://github.com/aliyun/alibabacloud-adb-mysql-mcp-server)** - Connect to a [AnalyticDB for MySQL](https://www.alibabacloud.com/en/product/analyticdb-for-mysql) cluster for getting database or table metadata, querying and analyzing data.It will be supported to add the openapi for cluster operation in the future. -- Alibaba Cloud RDS MySQL Logo **[Alibaba Cloud RDS MySQL](https://github.com/aliyun/alibabacloud-rds-openapi-mcp-server)** - An MCP server designed to interact with the Alibaba Cloud RDS OpenAPI, enabling programmatic management of RDS resources via an LLM. +- Alibaba Cloud RDS MySQL Logo **[Alibaba Cloud RDS](https://github.com/aliyun/alibabacloud-rds-openapi-mcp-server)** - An MCP server designed to interact with the Alibaba Cloud RDS OpenAPI, enabling programmatic management of RDS resources via an LLM. - 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 - 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 - 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. From c0821f1ed8cd17cb9206fb48d7cc165d61f71b03 Mon Sep 17 00:00:00 2001 From: David Dworken Date: Thu, 15 May 2025 09:49:25 -0700 Subject: [PATCH 178/190] Add warning about security risks of 2 MCP servers (#1765) --- src/fetch/README.md | 3 +++ src/puppeteer/README.md | 3 +++ 2 files changed, 6 insertions(+) diff --git a/src/fetch/README.md b/src/fetch/README.md index 0b02fcf9..16ef7f42 100644 --- a/src/fetch/README.md +++ b/src/fetch/README.md @@ -2,6 +2,9 @@ A Model Context Protocol server that provides web content fetching capabilities. This server enables LLMs to retrieve and process content from web pages, converting HTML to markdown for easier consumption. +> [!CAUTION] +> This server can access local/internal IP addresses and may represent a security risk. Exercise caution when using this MCP server to ensure this does not expose any sensitive data. + The fetch tool will truncate the response, but by using the `start_index` argument, you can specify where to start the content extraction. This lets models read a webpage in chunks, until they find the information they need. ### Available Tools diff --git a/src/puppeteer/README.md b/src/puppeteer/README.md index 03646437..0ed3c0fa 100644 --- a/src/puppeteer/README.md +++ b/src/puppeteer/README.md @@ -2,6 +2,9 @@ A Model Context Protocol server that provides browser automation capabilities using Puppeteer. This server enables LLMs to interact with web pages, take screenshots, and execute JavaScript in a real browser environment. +> [!CAUTION] +> This server can access local files and local/internal IP addresses since it runs a browser on your machine. Exercise caution when using this MCP server to ensure this does not expose any sensitive data. + ## Components ### Tools From 3894d236c0eb54377f88991db4979cc5b4dd7d17 Mon Sep 17 00:00:00 2001 From: cliffhall Date: Thu, 15 May 2025 14:13:15 -0400 Subject: [PATCH 179/190] * In src/everything/sse.ts and streamableHttp.ts - Replace console.log with console.error throughout * In src/everything/sse.ts - remove the process.exit() in the server.onclose handler so reconnections are possible --- src/everything/sse.ts | 7 +++---- src/everything/streamableHttp.ts | 22 +++++++++++----------- 2 files changed, 14 insertions(+), 15 deletions(-) diff --git a/src/everything/sse.ts b/src/everything/sse.ts index 928916c7..b687ad40 100644 --- a/src/everything/sse.ts +++ b/src/everything/sse.ts @@ -11,24 +11,23 @@ const { server, cleanup } = createServer(); let transport: SSEServerTransport; app.get("/sse", async (req, res) => { - console.log("Received connection"); + console.error("Received connection"); transport = new SSEServerTransport("/message", res); await server.connect(transport); server.onclose = async () => { await cleanup(); await server.close(); - process.exit(0); }; }); app.post("/message", async (req, res) => { - console.log("Received message"); + console.error("Received message"); await transport.handlePostMessage(req, res); }); const PORT = process.env.PORT || 3001; app.listen(PORT, () => { - console.log(`Server is running on port ${PORT}`); + console.error(`Server is running on port ${PORT}`); }); diff --git a/src/everything/streamableHttp.ts b/src/everything/streamableHttp.ts index e6486dfa..9ea3a8fc 100644 --- a/src/everything/streamableHttp.ts +++ b/src/everything/streamableHttp.ts @@ -13,7 +13,7 @@ const { server, cleanup } = createServer(); const transports: { [sessionId: string]: StreamableHTTPServerTransport } = {}; app.post('/mcp', async (req: Request, res: Response) => { - console.log('Received MCP POST request'); + console.error('Received MCP POST request'); try { // Check for existing session ID const sessionId = req.headers['mcp-session-id'] as string | undefined; @@ -31,7 +31,7 @@ app.post('/mcp', async (req: Request, res: Response) => { onsessioninitialized: (sessionId) => { // Store the transport by session ID when session is initialized // This avoids race conditions where requests might come in before the session is stored - console.log(`Session initialized with ID: ${sessionId}`); + console.error(`Session initialized with ID: ${sessionId}`); transports[sessionId] = transport; } }); @@ -40,7 +40,7 @@ app.post('/mcp', async (req: Request, res: Response) => { transport.onclose = () => { const sid = transport.sessionId; if (sid && transports[sid]) { - console.log(`Transport closed for session ${sid}, removing from transports map`); + console.error(`Transport closed for session ${sid}, removing from transports map`); delete transports[sid]; } }; @@ -85,7 +85,7 @@ app.post('/mcp', async (req: Request, res: Response) => { // Handle GET requests for SSE streams (using built-in support from StreamableHTTP) app.get('/mcp', async (req: Request, res: Response) => { - console.log('Received MCP GET request'); + console.error('Received MCP GET request'); const sessionId = req.headers['mcp-session-id'] as string | undefined; if (!sessionId || !transports[sessionId]) { res.status(400).json({ @@ -102,9 +102,9 @@ app.get('/mcp', async (req: Request, res: Response) => { // Check for Last-Event-ID header for resumability const lastEventId = req.headers['last-event-id'] as string | undefined; if (lastEventId) { - console.log(`Client reconnecting with Last-Event-ID: ${lastEventId}`); + console.error(`Client reconnecting with Last-Event-ID: ${lastEventId}`); } else { - console.log(`Establishing new SSE stream for session ${sessionId}`); + console.error(`Establishing new SSE stream for session ${sessionId}`); } const transport = transports[sessionId]; @@ -126,7 +126,7 @@ app.delete('/mcp', async (req: Request, res: Response) => { return; } - console.log(`Received session termination request for session ${sessionId}`); + console.error(`Received session termination request for session ${sessionId}`); try { const transport = transports[sessionId]; @@ -150,17 +150,17 @@ app.delete('/mcp', async (req: Request, res: Response) => { // Start the server const PORT = process.env.PORT || 3001; app.listen(PORT, () => { - console.log(`MCP Streamable HTTP Server listening on port ${PORT}`); + console.error(`MCP Streamable HTTP Server listening on port ${PORT}`); }); // Handle server shutdown process.on('SIGINT', async () => { - console.log('Shutting down server...'); + console.error('Shutting down server...'); // Close all active transports to properly clean up resources for (const sessionId in transports) { try { - console.log(`Closing transport for session ${sessionId}`); + console.error(`Closing transport for session ${sessionId}`); await transports[sessionId].close(); delete transports[sessionId]; } catch (error) { @@ -169,6 +169,6 @@ process.on('SIGINT', async () => { } await cleanup(); await server.close(); - console.log('Server shutdown complete'); + console.error('Server shutdown complete'); process.exit(0); }); From 26aa0f8091853ebc43d481f1e8f95cf960bb0a5c Mon Sep 17 00:00:00 2001 From: cliffhall Date: Thu, 15 May 2025 14:32:42 -0400 Subject: [PATCH 180/190] * In src/everything/sse.ts - add SIGINT handler that does cleanup, server.close, and process.exit --- src/everything/sse.ts | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/src/everything/sse.ts b/src/everything/sse.ts index b687ad40..01794cdd 100644 --- a/src/everything/sse.ts +++ b/src/everything/sse.ts @@ -19,6 +19,7 @@ app.get("/sse", async (req, res) => { await cleanup(); await server.close(); }; + }); app.post("/message", async (req, res) => { @@ -27,7 +28,14 @@ app.post("/message", async (req, res) => { await transport.handlePostMessage(req, res); }); +process.on("SIGINT", async () => { + await cleanup(); + await server.close(); + process.exit(0); +}); + const PORT = process.env.PORT || 3001; app.listen(PORT, () => { console.error(`Server is running on port ${PORT}`); }); + From 12429d2861e65ede8db5277651d4fb3b9f4abfd8 Mon Sep 17 00:00:00 2001 From: Vish <806390+vish74@users.noreply.github.com> Date: Thu, 15 May 2025 12:33:30 -0700 Subject: [PATCH 181/190] Add Litmus MCP Server to README --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 80b0f102..f0340d1f 100644 --- a/README.md +++ b/README.md @@ -113,6 +113,7 @@ Official integrations are maintained by companies building production ready MCP - Logfire Logo **[Logfire](https://github.com/pydantic/logfire-mcp)** - Provides access to OpenTelemetry traces and metrics through Logfire. - Langfuse Logo **[Langfuse Prompt Management](https://github.com/langfuse/mcp-server-langfuse)** - Open-source tool for collaborative editing, versioning, evaluating, and releasing prompts. - Lingo.dev Logo **[Lingo.dev](https://github.com/lingodotdev/lingo.dev/blob/main/mcp.md)** - Make your AI agent speak every language on the planet, using [Lingo.dev](https://lingo.dev) Localization Engine. +- 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. - Mailgun Logo **[Mailgun](https://github.com/mailgun/mailgun-mcp-server)** - Interact with Mailgun API. - Make Logo **[Make](https://github.com/integromat/make-mcp-server)** - Turn your [Make](https://www.make.com/) scenarios into callable tools for AI assistants. - 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. From 085a1a6b567968b0c8fcd1c9f95f75bc05a63ce4 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?V=C3=ADctor=20Romero?= <46640258+IOhacker@users.noreply.github.com> Date: Fri, 16 May 2025 10:42:49 -0600 Subject: [PATCH 182/190] Update README.md Update README.md --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 334927d5..81a692bf 100644 --- a/README.md +++ b/README.md @@ -348,7 +348,6 @@ A growing set of community-developed and maintained servers demonstrates various - **[Markdown2doc](https://github.com/Klavis-AI/klavis/tree/main/mcp_servers/pandoc)** - Convert between various file formats using Pandoc - **[Markitdown](https://github.com/Klavis-AI/klavis/tree/main/mcp_servers/markitdown)** - Convert files to Markdown - **[Maton](https://github.com/maton-ai/agent-toolkit/tree/main/modelcontextprotocol)** - Connect to your SaaS tools like HubSpot, Salesforce, and more. -- **[Mifos X](https://github.com/openMF/mcp-mifosx)** - A MCP server for the Mifos X Open Source Banking useful for managing clients, loans, savings, shares, financial transactions and generating financial reports. - **[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 Installer](https://github.com/anaisbetts/mcp-installer)** - This server is a server that installs other MCP servers for you. @@ -366,7 +365,8 @@ A growing set of community-developed and maintained servers demonstrates various - **[MSSQL-Python](https://github.com/amornpan/py-mcp-mssql)** (by amornpan) - A read-only Python implementation for MSSQL database access with enhanced security features, configurable access controls, and schema inspection capabilities. Focuses on safe database interaction through Python ecosystem. - **[MSSQL-MCP](https://github.com/daobataotie/mssql-mcp)** (by daobataotie) - MSSQL MCP that refer to the official website's SQLite MCP for modifications to adapt to MSSQL - **[Markdownify](https://github.com/zcaceres/mcp-markdownify-server)** - MCP to convert almost anything to Markdown (PPTX, HTML, PDF, Youtube Transcripts and more) -- **[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)** - A MCP server for the Mifos X Open Source Banking useful for managing clients, loans, savings, shares, financial transactions and generating financial reports. - **[Mikrotik](https://github.com/jeff-nasseri/mikrotik-mcp)** - Mikrotik MCP server which cover networking operations (IP, DHCP, Firewall, etc) - **[Mindmap](https://github.com/YuChenSSR/mindmap-mcp-server)** (by YuChenSSR) - A server that generates mindmaps from input containing markdown code. - **[Minima](https://github.com/dmayboroda/minima)** - MCP server for RAG on local files From da044becba6eb219b9f2b3739450c13880752b96 Mon Sep 17 00:00:00 2001 From: gitmotion <43588713+gitmotion@users.noreply.github.com> Date: Wed, 16 Apr 2025 14:01:53 -0700 Subject: [PATCH 183/190] Add ntfy-me-mcp server adding space update --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index c4b9d9f1..f9ae168f 100644 --- a/README.md +++ b/README.md @@ -392,6 +392,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Notion](https://github.com/suekou/mcp-notion-server)** (by suekou) - Interact with Notion API. - **[Notion](https://github.com/v-3/notion-server)** (by v-3) - Notion MCP integration. Search, Read, Update, and Create pages through Claude chat. - **[ntfy-mcp](https://github.com/teddyzxcv/ntfy-mcp)** (by teddyzxcv) - The MCP server that keeps you informed by sending the notification on phone using ntfy +- **[ntfy-me-mcp](https://github.com/gitmotion/ntfy-me-mcp)** (by gitmotion) - An ntfy MCP server for sending/fetching ntfy notifications to your self-hosted ntfy server from AI Agents 📤 (supports secure token auth & more - use with npx or docker!) - **[oatpp-mcp](https://github.com/oatpp/oatpp-mcp)** - C++ MCP integration for Oat++. Use [Oat++](https://oatpp.io) to build MCP servers. - **[Obsidian Markdown Notes](https://github.com/calclavia/mcp-obsidian)** - Read and search through your Obsidian vault or any directory containing Markdown notes - **[obsidian-mcp](https://github.com/StevenStavrakis/obsidian-mcp)** - (by Steven Stavrakis) An MCP server for Obsidian.md with tools for searching, reading, writing, and organizing notes. From 72db651adc2fd98eb48014f885cb2b0c21b68c91 Mon Sep 17 00:00:00 2001 From: Hexix23 Date: Sat, 17 May 2025 19:51:58 +0200 Subject: [PATCH 184/190] Update README.md to improve clarity and organization of reference servers --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index f6171f12..4432d0e4 100644 --- a/README.md +++ b/README.md @@ -324,6 +324,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[SearXNG](https://github.com/ihor-sokoliuk/mcp-searxng)** - A Model Context Protocol Server for [SearXNG](https://docs.searxng.org) - **[ServiceNow](https://github.com/osomai/servicenow-mcp)** - A MCP server to interact with a ServiceNow instance - **[Shodan MCP](https://github.com/Hexix23/shodan-mcp)** - MCP server to interact with [Shodan](https://www.shodan.io/) +- **[Shopify](https://github.com/GeLi2001/shopify-mcp)** - MCP to interact with Shopify API including order, product, customers and so on. - **[Siri Shortcuts](https://github.com/dvcrn/mcp-server-siri-shortcuts)** - MCP to interact with Siri Shortcuts on macOS. Exposes all Shortcuts as MCP tools. - **[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. - **[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+ protcool actions and growing From 6687432d21a7e821f003da53d4b27c92645e3600 Mon Sep 17 00:00:00 2001 From: Ahmed Osman Date: Sun, 18 May 2025 12:23:24 -0700 Subject: [PATCH 185/190] Removing extra ) --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index a053a2c4..53187e2c 100644 --- a/README.md +++ b/README.md @@ -348,7 +348,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[MSSQL-MCP](https://github.com/daobataotie/mssql-mcp)** (by daobataotie) - MSSQL MCP that refer to the official website's SQLite MCP for modifications to adapt to MSSQL - **[Markdownify](https://github.com/zcaceres/mcp-markdownify-server)** - MCP to convert almost anything to Markdown (PPTX, HTML, PDF, Youtube Transcripts and more) - **[Microsoft Teams](https://github.com/InditexTech/mcp-teams-server)** - MCP server that integrates Microsoft Teams messaging (read, post, mention, list members and threads) -- **[Microsoft Clarity](https://github.com/microsoft/clarity-mcp-server))** - Official MCP Server to get your analytics data from Microsoft Clarity +- **[Microsoft Clarity](https://github.com/microsoft/clarity-mcp-server)** - Official MCP Server to get your analytics data from Microsoft Clarity - **[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 - **[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. From 99619816ad26623a20600a7506f508df776aacfa Mon Sep 17 00:00:00 2001 From: Ahmed Osman Date: Sun, 18 May 2025 12:56:29 -0700 Subject: [PATCH 186/190] Moving Microsoft Clarity MCP to Official section --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 722ecc18..1ccaf59a 100644 --- a/README.md +++ b/README.md @@ -122,6 +122,7 @@ Official integrations are maintained by companies building production ready MCP - 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/mcp-memgraph)** - Query your data in [Memgraph](https://memgraph.com/) graph database. - **[Metoro](https://github.com/metoro-io/metoro-mcp-server)** - Query and interact with kubernetes environments monitored by Metoro +- **[Microsoft Clarity](https://github.com/microsoft/clarity-mcp-server)** - Official MCP Server to get your analytics data from Microsoft Clarity - **[Milvus](https://github.com/zilliztech/mcp-server-milvus)** - Search, Query and interact with data in your Milvus Vector Database. - **[Momento](https://github.com/momentohq/mcp-momento)** - Momento Cache lets you quickly improve your performance, reduce costs, and handle load at any scale. - **[MongoDB](https://github.com/mongodb-js/mongodb-mcp-server)** - Both MongoDB Community Server and MongoDB Atlas are supported. @@ -368,8 +369,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[MSSQL-Python](https://github.com/amornpan/py-mcp-mssql)** (by amornpan) - A read-only Python implementation for MSSQL database access with enhanced security features, configurable access controls, and schema inspection capabilities. Focuses on safe database interaction through Python ecosystem. - **[MSSQL-MCP](https://github.com/daobataotie/mssql-mcp)** (by daobataotie) - MSSQL MCP that refer to the official website's SQLite MCP for modifications to adapt to MSSQL - **[Markdownify](https://github.com/zcaceres/mcp-markdownify-server)** - MCP to convert almost anything to Markdown (PPTX, HTML, PDF, Youtube Transcripts and more) -- **[Microsoft Teams](https://github.com/InditexTech/mcp-teams-server)** - MCP server that integrates Microsoft Teams messaging (read, post, mention, list members and threads) -- **[Microsoft Clarity](https://github.com/microsoft/clarity-mcp-server)** - Official MCP Server to get your analytics data from Microsoft Clarity +- **[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)** - A 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. From 9025d912ff22bebaae7a1e7461400fa08b1a8857 Mon Sep 17 00:00:00 2001 From: Ahmed Osman Date: Sun, 18 May 2025 13:00:46 -0700 Subject: [PATCH 187/190] Updating Clarity logo --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 1ccaf59a..085a9e95 100644 --- a/README.md +++ b/README.md @@ -122,7 +122,7 @@ Official integrations are maintained by companies building production ready MCP - 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/mcp-memgraph)** - Query your data in [Memgraph](https://memgraph.com/) graph database. - **[Metoro](https://github.com/metoro-io/metoro-mcp-server)** - Query and interact with kubernetes environments monitored by Metoro -- **[Microsoft Clarity](https://github.com/microsoft/clarity-mcp-server)** - Official MCP Server to get your analytics data from Microsoft Clarity +- Microsoft Clarity Logo**[Microsoft Clarity](https://github.com/microsoft/clarity-mcp-server)** - Official MCP Server to get your analytics data from Microsoft Clarity - **[Milvus](https://github.com/zilliztech/mcp-server-milvus)** - Search, Query and interact with data in your Milvus Vector Database. - **[Momento](https://github.com/momentohq/mcp-momento)** - Momento Cache lets you quickly improve your performance, reduce costs, and handle load at any scale. - **[MongoDB](https://github.com/mongodb-js/mongodb-mcp-server)** - Both MongoDB Community Server and MongoDB Atlas are supported. From b8c9e33536b6c7840511ea23c45fd5dc462b74be Mon Sep 17 00:00:00 2001 From: Ahmed Osman Date: Sun, 18 May 2025 13:01:42 -0700 Subject: [PATCH 188/190] Adding spacing between logo and description --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 085a9e95..bb7e353a 100644 --- a/README.md +++ b/README.md @@ -122,7 +122,7 @@ Official integrations are maintained by companies building production ready MCP - 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/mcp-memgraph)** - Query your data in [Memgraph](https://memgraph.com/) graph database. - **[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 analytics data from Microsoft Clarity +- Microsoft Clarity Logo** [Microsoft Clarity](https://github.com/microsoft/clarity-mcp-server)** - Official MCP Server to get your analytics data from Microsoft Clarity - **[Milvus](https://github.com/zilliztech/mcp-server-milvus)** - Search, Query and interact with data in your Milvus Vector Database. - **[Momento](https://github.com/momentohq/mcp-momento)** - Momento Cache lets you quickly improve your performance, reduce costs, and handle load at any scale. - **[MongoDB](https://github.com/mongodb-js/mongodb-mcp-server)** - Both MongoDB Community Server and MongoDB Atlas are supported. From d5a5d5ee9ce9b5e2256f7210c61800ecff251269 Mon Sep 17 00:00:00 2001 From: Ahmed Osman Date: Sun, 18 May 2025 13:03:47 -0700 Subject: [PATCH 189/190] Fixing spacing between logo and title for Microsoft Clarity --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index bb7e353a..44c63e06 100644 --- a/README.md +++ b/README.md @@ -122,7 +122,7 @@ Official integrations are maintained by companies building production ready MCP - 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/mcp-memgraph)** - Query your data in [Memgraph](https://memgraph.com/) graph database. - **[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 analytics data from Microsoft Clarity +- Microsoft Clarity Logo **[Microsoft Clarity](https://github.com/microsoft/clarity-mcp-server)** - Official MCP Server to get your analytics data from Microsoft Clarity - **[Milvus](https://github.com/zilliztech/mcp-server-milvus)** - Search, Query and interact with data in your Milvus Vector Database. - **[Momento](https://github.com/momentohq/mcp-momento)** - Momento Cache lets you quickly improve your performance, reduce costs, and handle load at any scale. - **[MongoDB](https://github.com/mongodb-js/mongodb-mcp-server)** - Both MongoDB Community Server and MongoDB Atlas are supported. From ee308c052c07c47f7a3572fa9f984c45b473eef3 Mon Sep 17 00:00:00 2001 From: Ahmed Osman Date: Sun, 18 May 2025 13:06:12 -0700 Subject: [PATCH 190/190] Updating description for Clarity --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 44c63e06..cb85a82a 100644 --- a/README.md +++ b/README.md @@ -122,7 +122,7 @@ Official integrations are maintained by companies building production ready MCP - 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/mcp-memgraph)** - Query your data in [Memgraph](https://memgraph.com/) graph database. - **[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 analytics data from Microsoft Clarity +- 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) - **[Milvus](https://github.com/zilliztech/mcp-server-milvus)** - Search, Query and interact with data in your Milvus Vector Database. - **[Momento](https://github.com/momentohq/mcp-momento)** - Momento Cache lets you quickly improve your performance, reduce costs, and handle load at any scale. - **[MongoDB](https://github.com/mongodb-js/mongodb-mcp-server)** - Both MongoDB Community Server and MongoDB Atlas are supported.