From c1d51a9a4c73098ccdb9ee7fc0e78e7d748e473f Mon Sep 17 00:00:00 2001 From: Vortiago Date: Sat, 22 Mar 2025 18:43:48 +0100 Subject: [PATCH 01/26] 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 02/26] 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 b73e320b3b48475470f7856c275217c20e78d8cf Mon Sep 17 00:00:00 2001 From: Sonny Lazuardi Date: Sun, 23 Mar 2025 22:44:28 +0800 Subject: [PATCH 03/26] 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 1c75d053b7fc3e7c136d044b6064f5945ff3ea18 Mon Sep 17 00:00:00 2001 From: Sonny Date: Mon, 24 Mar 2025 13:35:47 +0800 Subject: [PATCH 04/26] 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 05/26] 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 013c663b466b7380b550dd1e65a29b9a508f83ae Mon Sep 17 00:00:00 2001 From: zelin Date: Wed, 26 Mar 2025 11:36:07 +0800 Subject: [PATCH 06/26] 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 a7d31541181aa27f77d76511270b45c41ee59c1b Mon Sep 17 00:00:00 2001 From: Kevin Thomas Date: Sat, 12 Apr 2025 12:24:10 -0400 Subject: [PATCH 07/26] 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 08/26] 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 09/26] 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 10/26] 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 4b8d81fc405da9233e5526f06aa38d0cd69d1bc3 Mon Sep 17 00:00:00 2001 From: Alexander Song Date: Thu, 17 Apr 2025 20:46:56 -0700 Subject: [PATCH 11/26] 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 12/26] 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 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 13/26] 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 14/26] 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 15/26] 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 16/26] 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 17/26] 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 18/26] 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 19/26] 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 4017307b23fd72f8341fd45a3c4ca63b4c8a5422 Mon Sep 17 00:00:00 2001 From: Dmitrii Korotovskii Date: Sat, 12 Apr 2025 20:39:57 +0200 Subject: [PATCH 20/26] 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 21/26] 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 22/26] 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 23/26] 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 24/26] 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 25/26] 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 c596ade68dfd7250d913de16ae931d0a6bc1f456 Mon Sep 17 00:00:00 2001 From: snagasuri Date: Sat, 26 Apr 2025 18:36:33 -0700 Subject: [PATCH 26/26] 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)