From 4297ec38f87afcdee36d4f2b7c51e9e974e15e3b Mon Sep 17 00:00:00 2001 From: amaan-ai20 Date: Fri, 31 Jan 2025 17:33:13 +0530 Subject: [PATCH 01/56] docs: add dappier mcp server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 87565a94..7954e190 100644 --- a/README.md +++ b/README.md @@ -90,6 +90,7 @@ 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. +- **[Dappier](https://github.com/dappier/mcp-server)** - 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! - **[Dataset Viewer](https://github.com/privetin/dataset-viewer)** - Browse and analyze Hugging Face datasets with features like search, filtering, statistics, and data export - **[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. From 3a96a0d1102560bf86b8901965de90088b740200 Mon Sep 17 00:00:00 2001 From: "m.fukushima" Date: Tue, 4 Feb 2025 23:44:04 +0900 Subject: [PATCH 02/56] add map-traveler-mcp --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 87565a94..b9779865 100644 --- a/README.md +++ b/README.md @@ -105,6 +105,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Glean](https://github.com/longyi1207/glean-mcp-server)** - A server that uses Glean API to search and chat. - **[Goal Story](https://github.com/hichana/goalstory-mcp)** - a Goal Tracker and Visualization Tool for personal and professional development. - **[Google Calendar](https://github.com/v-3/google-calendar)** - Integration with Google Calendar to check schedules, find time, and add/delete events +- **[Google Street View](https://github.com/mfukushim/map-traveler-mcp)** - Integrates Google Map, Google Street View, PixAI, Stability.ai, and Bluesky to provide a virtual location simulation in LLM (written in Effect.ts) - **[Google Tasks](https://github.com/zcaceres/gtasks-mcp)** - Google Tasks API Model Context Protocol Server. - **[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. - **[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. From 36f64a34371877dd319b0087f22bf1af0d3f83a7 Mon Sep 17 00:00:00 2001 From: "m.fukushima" Date: Fri, 7 Feb 2025 09:28:37 +0900 Subject: [PATCH 03/56] update add ComfyUI API --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index b9779865..5ce6cb9e 100644 --- a/README.md +++ b/README.md @@ -105,7 +105,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Glean](https://github.com/longyi1207/glean-mcp-server)** - A server that uses Glean API to search and chat. - **[Goal Story](https://github.com/hichana/goalstory-mcp)** - a Goal Tracker and Visualization Tool for personal and professional development. - **[Google Calendar](https://github.com/v-3/google-calendar)** - Integration with Google Calendar to check schedules, find time, and add/delete events -- **[Google Street View](https://github.com/mfukushim/map-traveler-mcp)** - Integrates Google Map, Google Street View, PixAI, Stability.ai, and Bluesky to provide a virtual location simulation in LLM (written in Effect.ts) +- **[Google Street View](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) - **[Google Tasks](https://github.com/zcaceres/gtasks-mcp)** - Google Tasks API Model Context Protocol Server. - **[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. - **[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. From 1d14423dceba6e1aa1e9a36d677a9b6006e7c28a Mon Sep 17 00:00:00 2001 From: Amaan Date: Mon, 10 Feb 2025 13:06:20 +0530 Subject: [PATCH 04/56] docs: fix typo in dappier mcp server link --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 48dd96d5..3c13baf1 100644 --- a/README.md +++ b/README.md @@ -97,7 +97,7 @@ 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. -- **[Dappier](https://github.com/dappier/mcp-server)** - 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). +- **[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! - **[Dataset Viewer](https://github.com/privetin/dataset-viewer)** - Browse and analyze Hugging Face datasets with features like search, filtering, statistics, and data export - **[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) From 75afdb5c00394381fd72b6dca334b850acdd7d09 Mon Sep 17 00:00:00 2001 From: Fanyang Meng Date: Tue, 11 Feb 2025 01:52:07 -0500 Subject: [PATCH 05/56] Add MFYDev/Ghost-MCP to the community servers list --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index e05f7eff..fa6198c2 100644 --- a/README.md +++ b/README.md @@ -114,6 +114,7 @@ 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. +- **[Ghost](https://github.com/MFYDev/ghost-mcp)** - A Model Context Protocol (MCP) server for interacting with Ghost CMS through LLM interfaces like Claude. - **[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 e7924077216785bf54a3372b13b0396e55153aaa Mon Sep 17 00:00:00 2001 From: shiruixing <2946193417@qq.com> Date: Thu, 13 Feb 2025 20:41:22 +0800 Subject: [PATCH 06/56] feat: add deepseek-thinker-mcp --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 19fd5174..aa511303 100644 --- a/README.md +++ b/README.md @@ -101,6 +101,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Dataset Viewer](https://github.com/privetin/dataset-viewer)** - Browse and analyze Hugging Face datasets with features like search, filtering, statistics, and data export - **[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. - **[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). - **[Dify](https://github.com/YanxingLiu/dify-mcp-server)** - A simple implementation of an MCP server for dify workflows. From ecf8236cccac5d62b0615f90fa138d1e146379d8 Mon Sep 17 00:00:00 2001 From: Alfredo Artiles Date: Thu, 13 Feb 2025 13:46:23 +0100 Subject: [PATCH 07/56] Adding Audiense Insights MCP Sever to the official integrations --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 19fd5174..d81a31dc 100644 --- a/README.md +++ b/README.md @@ -39,6 +39,7 @@ These servers aim to demonstrate MCP features and the TypeScript and Python SDKs Official integrations are maintained by companies building production ready MCP servers for their platforms. - 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 +- 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 - 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) - **[Cloudflare](https://github.com/cloudflare/mcp-server-cloudflare)** - Deploy, configure & interrogate your resources on the Cloudflare developer platform (e.g. Workers/KV/R2/D1) From 369cd253c49076a81bbfdbb0470b1590354a5c59 Mon Sep 17 00:00:00 2001 From: Marc Klingen Date: Sat, 15 Feb 2025 22:33:00 +0100 Subject: [PATCH 08/56] feat: add Langfuse prompt management server to readme --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 19fd5174..33c91e80 100644 --- a/README.md +++ b/README.md @@ -51,6 +51,7 @@ Official integrations are maintained by companies building production ready MCP - Integration App Icon **[Integration App](https://github.com/integration-app/mcp-server)** - Interact with any other SaaS applications on behalf of your customers. - **[JetBrains](https://github.com/JetBrains/mcp-jetbrains)** – Work on your code with JetBrains IDEs - Kagi Logo **[Kagi Search](https://github.com/kagisearch/kagimcp)** - Search the web using Kagi's search API +- Langfuse Logo **[Langfuse Prompt Management](https://github.com/langfuse/mcp-server-langfuse)** - Open-source tool for collaborative editing, versioning, evaluating, and releasing prompts. - 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 - MotherDuck Logo **[MotherDuck](https://github.com/motherduckdb/mcp-server-motherduck)** - Query and analyze data with MotherDuck and local DuckDB From 961ef3be6e444b0cbaff93afe1b844a0e377fd92 Mon Sep 17 00:00:00 2001 From: aryan <48391385+thearyanag@users.noreply.github.com> Date: Sun, 16 Feb 2025 16:14:11 -0700 Subject: [PATCH 09/56] feat: add Solana Agent Kit This PR adds Solana Agent Kit MCP server by SendAI, which allows for 40+ protocol actions and growing. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 19fd5174..48b7c922 100644 --- a/README.md +++ b/README.md @@ -182,6 +182,7 @@ 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. +- **[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 - **[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 fa06b8d3eaaf42cc430b8f6b5f49a7b4941f0340 Mon Sep 17 00:00:00 2001 From: Kapil Duraphe Date: Tue, 18 Feb 2025 14:25:21 -0500 Subject: [PATCH 10/56] Added Okta MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 19fd5174..42bf50c3 100644 --- a/README.md +++ b/README.md @@ -159,6 +159,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. +- **[Okta](https://github.com/kapilduraphe/okta-mcp-server)** - Interact with Okta API. - **[OpenAPI](https://github.com/snaggle-ai/openapi-mcp-server)** - Interact with [OpenAPI](https://www.openapis.org/) APIs. - **[OpenCTI](https://github.com/Spathodea-Network/opencti-mcp)** - Interact with OpenCTI platform to retrieve threat intelligence data including reports, indicators, malware and threat actors. - **[OpenRPC](https://github.com/shanejonas/openrpc-mpc-server)** - Interact with and discover JSON-RPC APIs via [OpenRPC](https://open-rpc.org). From 8b4abcc2bf25c8e76af331c4b28996f87d91b5fd Mon Sep 17 00:00:00 2001 From: Paul Butler Date: Wed, 19 Feb 2025 17:11:41 -0500 Subject: [PATCH 11/56] add forevervm --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 19fd5174..80572781 100644 --- a/README.md +++ b/README.md @@ -48,6 +48,7 @@ Official integrations are maintained by companies building production ready MCP - Fireproof Logo **[Fireproof](https://github.com/fireproof-storage/mcp-database-server)** - Immutable ledger database with live synchronization - Grafana Logo **[Grafana](https://github.com/grafana/mcp-grafana)** - Search dashboards, investigate incidents and query datasources in your Grafana instance - **[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. - Integration App Icon **[Integration App](https://github.com/integration-app/mcp-server)** - Interact with any other SaaS applications on behalf of your customers. - **[JetBrains](https://github.com/JetBrains/mcp-jetbrains)** – Work on your code with JetBrains IDEs - Kagi Logo **[Kagi Search](https://github.com/kagisearch/kagimcp)** - Search the web using Kagi's search API From 54a7ce2635fa340e1cd75fdbfca8e0d9eced6d36 Mon Sep 17 00:00:00 2001 From: HeejunShin Date: Thu, 20 Feb 2025 23:52:30 +0900 Subject: [PATCH 12/56] Added MariaDB MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 19fd5174..5123bb33 100644 --- a/README.md +++ b/README.md @@ -139,6 +139,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Linear](https://github.com/jerhadf/linear-mcp-server)** - Allows LLM to interact with Linear's API for project management, including searching, creating, and updating issues. - **[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. +- **[MariaDB](https://github.com/abel9851/mariadb-mcp-server)** - 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 - **[MCP Installer](https://github.com/anaisbetts/mcp-installer)** - This server is a server that installs other MCP servers for you. - **[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. From b2a0c1cb1b9a42ade9636d5d9f7d8c9977b248a9 Mon Sep 17 00:00:00 2001 From: cameronfyfe Date: Fri, 21 Feb 2025 10:30:48 -0800 Subject: [PATCH 13/56] add mcp-guardian to resources --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 19fd5174..8c7f8d8b 100644 --- a/README.md +++ b/README.md @@ -229,6 +229,7 @@ Additional resources on MCP. - **[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)** - **[mcp.run](https://mcp.run)** - A hosted registry and control plane to install & run secure + portable MCP Servers. From 97bda7231e54f7dc8998ad0f3973fd9623d28601 Mon Sep 17 00:00:00 2001 From: HeejunShin Date: Mon, 24 Feb 2025 01:25:57 +0900 Subject: [PATCH 14/56] fix: modify url in readme --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index e834c74b..064499b9 100644 --- a/README.md +++ b/README.md @@ -140,7 +140,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Linear](https://github.com/jerhadf/linear-mcp-server)** - Allows LLM to interact with Linear's API for project management, including searching, creating, and updating issues. - **[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. -- **[MariaDB](https://github.com/abel9851/mariadb-mcp-server)** - MariaDB database integration with configurable access controls in Python. +- **[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 - **[MCP Installer](https://github.com/anaisbetts/mcp-installer)** - This server is a server that installs other MCP servers for you. - **[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. From 62af462b2dea06a30835a148961260bef2966c6d Mon Sep 17 00:00:00 2001 From: Dmytro Krasun Date: Mon, 24 Feb 2025 11:04:36 +0200 Subject: [PATCH 15/56] Add the official ScreenshotOne MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index ac3f2686..d7604697 100644 --- a/README.md +++ b/README.md @@ -63,6 +63,7 @@ Official integrations are maintained by companies building production ready MCP - **[Raygun](https://github.com/MindscapeHQ/mcp-server-raygun)** - Interact with your crash reporting and real using monitoring data on your Raygun account - Riza logo **[Riza](https://github.com/riza-io/riza-mcp)** - Arbitrary code execution and tool-use platform for LLMs by [Riza](https://riza.io) - [Search1API](https://github.com/fatwang2/search1api-mcp) - One API for Search, Crawling, and Sitemaps +- ScreenshotOne Logo **[ScreenshotOne](https://github.com/screenshotone/mcp/)** - Render website screenshots with [ScreenshotOne](https://screenshotone.com/) - 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/) - Tinybird Logo **[Tinybird](https://github.com/tinybirdco/mcp-tinybird)** - Interact with Tinybird serverless ClickHouse platform From fc07ac947c48b15379d4245f1e5da2c5b7b1d227 Mon Sep 17 00:00:00 2001 From: Simon Kansara <124004186+Simon-Kansara@users.noreply.github.com> Date: Mon, 24 Feb 2025 20:50:15 +0100 Subject: [PATCH 16/56] Update README.md add MCP Ableton Live server add MCP Ableton Live server to Community Servers list --- README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index cbe0dcb4..828a62f6 100644 --- a/README.md +++ b/README.md @@ -75,7 +75,8 @@ 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. - **[AWS S3](https://github.com/aws-samples/sample-mcp-server-s3)** - A sample MCP server for AWS S3 that flexibly fetches objects from S3 such as PDF documents - **[AWS](https://github.com/rishikavikondala/mcp-server-aws)** - Perform operations on your AWS resources using an LLM - **[Airtable](https://github.com/domdomegg/airtable-mcp-server)** - Read and write access to [Airtable](https://airtable.com/) databases, with schema inspection. From fdaa1540e33411572543a2d16b5e6bc89299e5e6 Mon Sep 17 00:00:00 2001 From: Dev-Khant Date: Wed, 26 Feb 2025 01:42:10 +0530 Subject: [PATCH 17/56] Add Mem0 MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index cbe0dcb4..6ee8cabe 100644 --- a/README.md +++ b/README.md @@ -146,6 +146,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[MCP Installer](https://github.com/anaisbetts/mcp-installer)** - This server is a server that installs other MCP servers for you. - **[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-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 code memory management. - **[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 350c4adbfcbf8c955f60916f2015f58de2cab005 Mon Sep 17 00:00:00 2001 From: Dev-Khant Date: Wed, 26 Feb 2025 02:13:47 +0530 Subject: [PATCH 18/56] update description --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 6ee8cabe..c3b1c50d 100644 --- a/README.md +++ b/README.md @@ -146,7 +146,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[MCP Installer](https://github.com/anaisbetts/mcp-installer)** - This server is a server that installs other MCP servers for you. - **[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-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 code memory management. +- **[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 - **[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 6340a3e7b519339186593cfeae648d09748a06ba Mon Sep 17 00:00:00 2001 From: Kenji Hikmatullah Date: Wed, 26 Feb 2025 13:14:48 +0700 Subject: [PATCH 19/56] Add Productboard --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index cbe0dcb4..1fe83c01 100644 --- a/README.md +++ b/README.md @@ -173,6 +173,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Placid.app](https://github.com/felores/placid-mcp-server)** - Generate image and video creatives using Placid.app templates - **[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. - **[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. From 6a222eca47f444f092541fb8173f321fca4c1bb2 Mon Sep 17 00:00:00 2001 From: Shingo OKAWA Date: Wed, 26 Feb 2025 17:13:44 +0900 Subject: [PATCH 20/56] Update README. Signed-off-by: Shingo OKAWA --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index cbe0dcb4..c902d18e 100644 --- a/README.md +++ b/README.md @@ -193,6 +193,7 @@ 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. - **[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. +- **[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. - **[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/). - **[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, ...). From 6749e8a91a3fafb741f6b12e4008bff16cb4a506 Mon Sep 17 00:00:00 2001 From: Junyuan <1642816+junyuan-qi@users.noreply.github.com> Date: Wed, 26 Feb 2025 20:21:42 +0800 Subject: [PATCH 21/56] Update README.md Calendar Server is no longer valid. --- README.md | 1 - 1 file changed, 1 deletion(-) diff --git a/README.md b/README.md index cbe0dcb4..ddc81d76 100644 --- a/README.md +++ b/README.md @@ -88,7 +88,6 @@ A growing set of community-developed and maintained servers demonstrates various - **[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). - **[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 -- **[Calendar](https://github.com/GongRzhe/Calendar-MCP-Server)** - Google Calendar integration server enabling AI assistants to manage calendar events through natural language interactions. - **[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 1c1416f717d16b6794b3c43b8ace120cb33b6173 Mon Sep 17 00:00:00 2001 From: Marc Nuri Date: Sat, 1 Mar 2025 04:32:40 +0100 Subject: [PATCH 22/56] docs: add kubernetes-mcp-server to community servers --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index cbe0dcb4..4635ea75 100644 --- a/README.md +++ b/README.md @@ -138,6 +138,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. - **[Kubernetes](https://github.com/Flux159/mcp-server-kubernetes)** - Connect to Kubernetes cluster and manage pods, deployments, and services. +- **[Kubernetes and OpenShift](https://github.com/manusa/kubernetes-mcp-server)** - A powerful Kubernetes MCP server with additional support for OpenShift. Besides providing CRUD operations for any Kubernetes resource, this server provides specialized tools to interact with your cluster. - **[Lightdash](https://github.com/syucream/lightdash-mcp-server)** - Interact with [Lightdash](https://www.lightdash.com/), a BI tool. - **[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. - **[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/) From 5f58d9abfe4df446f62508858707216193747dad Mon Sep 17 00:00:00 2001 From: Amornpan Phornchaicharoen Date: Sat, 1 Mar 2025 10:46:24 +0700 Subject: [PATCH 23/56] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index b95cb637..ede91884 100644 --- a/README.md +++ b/README.md @@ -134,6 +134,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[kintone](https://github.com/macrat/mcp-server-kintone)** - Manage records and apps in [kintone](https://kintone.com) through LLM tools. - **[Kubernetes](https://github.com/Flux159/mcp-server-kubernetes)** - Connect to Kubernetes cluster and manage pods, deployments, and services. - **[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. +- **[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. - **[MCP Compass](https://github.com/liuyoshio/mcp-compass)** - Suggest the right MCP server for your needs From 33eef6f829aba58e48ec8be1b424cfb47ca793f0 Mon Sep 17 00:00:00 2001 From: Amornpan Phornchaicharoen Date: Sat, 1 Mar 2025 11:11:17 +0700 Subject: [PATCH 24/56] Add LINE MCP server to community servers list [skip ci] --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 1836bd4e..c6efb10a 100644 --- a/README.md +++ b/README.md @@ -140,7 +140,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Kubernetes](https://github.com/Flux159/mcp-server-kubernetes)** - Connect to Kubernetes cluster and manage pods, deployments, and services. - **[Lightdash](https://github.com/syucream/lightdash-mcp-server)** - Interact with [Lightdash](https://www.lightdash.com/), a BI tool. - **[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. -- **[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. +- **[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. - **[MCP Compass](https://github.com/liuyoshio/mcp-compass)** - Suggest the right MCP server for your needs From 439e540c8739780078c81e4179363f8d69da299f Mon Sep 17 00:00:00 2001 From: Amornpan Phornchaicharoen Date: Sat, 1 Mar 2025 11:11:29 +0700 Subject: [PATCH 25/56] Add LINE MCP server to community servers list [skip ci] --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index c6efb10a..1836bd4e 100644 --- a/README.md +++ b/README.md @@ -140,7 +140,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Kubernetes](https://github.com/Flux159/mcp-server-kubernetes)** - Connect to Kubernetes cluster and manage pods, deployments, and services. - **[Lightdash](https://github.com/syucream/lightdash-mcp-server)** - Interact with [Lightdash](https://www.lightdash.com/), a BI tool. - **[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. -- **[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. +- **[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. - **[MCP Compass](https://github.com/liuyoshio/mcp-compass)** - Suggest the right MCP server for your needs From 2e5662126c04190b1d480d03b598e25e54db4b39 Mon Sep 17 00:00:00 2001 From: Anand Sainath Date: Sat, 1 Mar 2025 15:28:19 -0800 Subject: [PATCH 26/56] Add ServiceNow MCP server to list of community servers --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index cbe0dcb4..fe753fef 100644 --- a/README.md +++ b/README.md @@ -185,6 +185,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Salesforce MCP](https://github.com/smn2gnt/MCP-Salesforce)** - Interact with Salesforce Data and Metadata - **[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) +- **[ServiceNow](https://github.com/osomai/servicenow-mcp)** - A MCP server to interact with a ServiceNow instance - **[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. - **[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. From 280868962d5c8b1fa8932c6cce99c1a225e8c2c9 Mon Sep 17 00:00:00 2001 From: Kirk Marple Date: Sun, 2 Mar 2025 13:13:28 -0800 Subject: [PATCH 27/56] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index cbe0dcb4..e49aeb50 100644 --- a/README.md +++ b/README.md @@ -49,6 +49,7 @@ 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 - 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. - **[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 - Integration App Icon **[Integration App](https://github.com/integration-app/mcp-server)** - Interact with any other SaaS applications on behalf of your customers. - **[JetBrains](https://github.com/JetBrains/mcp-jetbrains)** – Work on your code with JetBrains IDEs From c63096e22953149be6687d4a4c8d193c00c7f4d0 Mon Sep 17 00:00:00 2001 From: Graham Lipsman Date: Sun, 2 Mar 2025 15:56:46 -0800 Subject: [PATCH 28/56] Add Figma MCP. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index cbe0dcb4..9b484d35 100644 --- a/README.md +++ b/README.md @@ -115,6 +115,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Eunomia](https://github.com/whataboutyou-ai/eunomia-MCP-server)** - Extension of the Eunomia framework that connects Eunomia instruments with MCP servers - **[Everything Search](https://github.com/mamertofabian/mcp-everything-search)** - Fast file searching capabilities across Windows (using [Everything SDK](https://www.voidtools.com/support/everything/sdk/)), macOS (using mdfind command), and Linux (using locate/plocate command). - **[Fetch](https://github.com/zcaceres/fetch-mcp)** - A server that flexibly fetches HTML, JSON, Markdown, or plaintext. +- **[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. - **[Glean](https://github.com/longyi1207/glean-mcp-server)** - A server that uses Glean API to search and chat. From fd38d093cd08d99c4e63dda091834c6512f800b6 Mon Sep 17 00:00:00 2001 From: Anthony Susevski Date: Mon, 3 Mar 2025 03:05:58 -0500 Subject: [PATCH 29/56] update README with opendota mcp server (https://github.com/asusevski/opendota-mcp-server) --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index cbe0dcb4..8c786080 100644 --- a/README.md +++ b/README.md @@ -165,6 +165,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. - **[OpenAPI](https://github.com/snaggle-ai/openapi-mcp-server)** - Interact with [OpenAPI](https://www.openapis.org/) APIs. - **[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). - **[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. From f5ba85415b970512f110d39f5067607b446cd39a Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Hives=20=C3=81ron?= Date: Mon, 3 Mar 2025 09:18:50 +0100 Subject: [PATCH 30/56] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index cbe0dcb4..266632da 100644 --- a/README.md +++ b/README.md @@ -44,6 +44,7 @@ Official integrations are maintained by companies building production ready MCP - 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) - **[Cloudflare](https://github.com/cloudflare/mcp-server-cloudflare)** - Deploy, configure & interrogate your resources on the Cloudflare developer platform (e.g. Workers/KV/R2/D1) - 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 - 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) - Firecrawl Logo **[Firecrawl](https://github.com/mendableai/firecrawl-mcp-server)** - Extract web data with [Firecrawl](https://firecrawl.dev) From 198d86ef349dc1e97200ca1f592a3cf68da242c4 Mon Sep 17 00:00:00 2001 From: "m.fukushima" Date: Wed, 5 Mar 2025 20:15:31 +0900 Subject: [PATCH 31/56] update category --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 3158c853..d4b73a57 100644 --- a/README.md +++ b/README.md @@ -125,7 +125,6 @@ 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 Street View](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) - **[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. @@ -197,6 +196,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. - **[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/). +- **[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) - **[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 From 512efdada5c18b6162fa99724d33e9e53bd737ec Mon Sep 17 00:00:00 2001 From: Suhail Date: Thu, 6 Mar 2025 10:40:05 +0530 Subject: [PATCH 32/56] docs: Add Typesense MCP server to community servers list --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 214f636b..379476b1 100644 --- a/README.md +++ b/README.md @@ -193,6 +193,7 @@ 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 - **[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. +- **[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. - **[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/). From 9b77d2c212b9f600b8924b0393a164398a4e319c Mon Sep 17 00:00:00 2001 From: Paul <22284856+ProgramComputer@users.noreply.github.com> Date: Thu, 6 Mar 2025 02:50:57 -0600 Subject: [PATCH 33/56] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 214f636b..b760e9d9 100644 --- a/README.md +++ b/README.md @@ -156,6 +156,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Monday.com](https://github.com/sakce/mcp-server-monday)** - MCP Server to interact with Monday.com boards and items. - **[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 +- **[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. - **[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. - **[Neovim](https://github.com/bigcodegen/mcp-neovim-server)** - An MCP Server for your Neovim session. From db2ad825fdd7a8502e8fa95e0e18ac9099a6dc1a Mon Sep 17 00:00:00 2001 From: mektigboy <86902415+mektigboy@users.noreply.github.com> Date: Fri, 7 Mar 2025 00:55:09 +0800 Subject: [PATCH 34/56] Update README.md Add MCP server for Hyperliquid --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 214f636b..c944c6cb 100644 --- a/README.md +++ b/README.md @@ -130,6 +130,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. - **[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. - **[Inoyu](https://github.com/sergehuber/inoyu-mcp-unomi-server)** - Interact with an Apache Unomi CDP customer data platform to retrieve and update customer profiles - **[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 From f7119eefdaeb24ece16e17b17b0694a9db2f1b0e Mon Sep 17 00:00:00 2001 From: Jeremy Oldfather Date: Wed, 26 Feb 2025 16:04:49 -0500 Subject: [PATCH 35/56] Added chronulus server to official list --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 214f636b..1d45b7f0 100644 --- a/README.md +++ b/README.md @@ -42,6 +42,7 @@ Official integrations are maintained by companies building production ready MCP - 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 - 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 - 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) +- Chronulus AI Logo **[Chronulus AI](https://github.com/ChronulusAI/chronulus-mcp)** - Predict anything with Chronulus AI forecasting and prediction agents. - **[Cloudflare](https://github.com/cloudflare/mcp-server-cloudflare)** - Deploy, configure & interrogate your resources on the Cloudflare developer platform (e.g. Workers/KV/R2/D1) - E2B Logo **[E2B](https://github.com/e2b-dev/mcp-server)** - Run code in secure sandboxes hosted by [E2B](https://e2b.dev) - eSignatures Logo **[eSignatures](https://github.com/esignaturescom/mcp-server-esignatures)** - Contract and template management for drafting, reviewing, and sending binding contracts. From ff63227d574a88b5293310338d7b80a0342df2fe Mon Sep 17 00:00:00 2001 From: Giacomo Randazzo Date: Thu, 6 Mar 2025 22:13:25 +0100 Subject: [PATCH 36/56] Add Rember MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 214f636b..8d001209 100644 --- a/README.md +++ b/README.md @@ -63,6 +63,7 @@ Official integrations are maintained by companies building production ready MCP - Oxylabs Logo **[Oxylabs](https://github.com/oxylabs/oxylabs-mcp)** - Scrape websites with Oxylabs Web API, supporting dynamic rendering and parsing for structured data extraction. - **[Qdrant](https://github.com/qdrant/mcp-server-qdrant/)** - Implement semantic memory layer on top of the Qdrant vector search engine - **[Raygun](https://github.com/MindscapeHQ/mcp-server-raygun)** - Interact with your crash reporting and real using monitoring data on your Raygun account +- Rember Logo **[Rember](https://github.com/rember/rember-mcp)** - Create spaced repetition flashcards in [Rember](https://rember.com) to remember anything you learn in your chats - Riza logo **[Riza](https://github.com/riza-io/riza-mcp)** - Arbitrary code execution and tool-use platform for LLMs by [Riza](https://riza.io) - [Search1API](https://github.com/fatwang2/search1api-mcp) - One API for Search, Crawling, and Sitemaps - Stripe Logo **[Stripe](https://github.com/stripe/agent-toolkit)** - Interact with Stripe API From d2e02693c209cb01f7b9143875d9601704200b7a Mon Sep 17 00:00:00 2001 From: Marc <35350738+marctheshark3@users.noreply.github.com> Date: Fri, 7 Mar 2025 13:46:38 -0500 Subject: [PATCH 37/56] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 214f636b..a04186e9 100644 --- a/README.md +++ b/README.md @@ -113,6 +113,7 @@ 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. - **[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 API](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 - **[Everything Search](https://github.com/mamertofabian/mcp-everything-search)** - Fast file searching capabilities across Windows (using [Everything SDK](https://www.voidtools.com/support/everything/sdk/)), macOS (using mdfind command), and Linux (using locate/plocate command). - **[Fetch](https://github.com/zcaceres/fetch-mcp)** - A server that flexibly fetches HTML, JSON, Markdown, or plaintext. From b7c3d97b3b10a54af593bfeba95add1d5985d0a7 Mon Sep 17 00:00:00 2001 From: Marc <35350738+marctheshark3@users.noreply.github.com> Date: Fri, 7 Mar 2025 13:47:40 -0500 Subject: [PATCH 38/56] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index a04186e9..a2e6b402 100644 --- a/README.md +++ b/README.md @@ -113,7 +113,7 @@ 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. - **[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 API](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. +- **[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 - **[Everything Search](https://github.com/mamertofabian/mcp-everything-search)** - Fast file searching capabilities across Windows (using [Everything SDK](https://www.voidtools.com/support/everything/sdk/)), macOS (using mdfind command), and Linux (using locate/plocate command). - **[Fetch](https://github.com/zcaceres/fetch-mcp)** - A server that flexibly fetches HTML, JSON, Markdown, or plaintext. From 4dc761a6bb9b838266c7a7be1842a31db29533bf Mon Sep 17 00:00:00 2001 From: Shen Li Date: Sat, 8 Mar 2025 21:32:33 -0800 Subject: [PATCH 39/56] Adding AWS Athena MCP Server. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 214f636b..5d59aa43 100644 --- a/README.md +++ b/README.md @@ -79,6 +79,7 @@ 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 - **[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 - **[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. - **[AlphaVantage](https://github.com/calvernaz/alphavantage)** - MCP server for stock market data API [AlphaVantage](https://www.alphavantage.co) From 51967ef64fbc7dab7f00e2c7a57c46924907049a Mon Sep 17 00:00:00 2001 From: Sylvain Cau Date: Mon, 10 Mar 2025 17:15:48 -0700 Subject: [PATCH 40/56] docs: Add discourse-mcp-server to README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 54faf5c0..7a26cb1d 100644 --- a/README.md +++ b/README.md @@ -109,6 +109,7 @@ 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). - **[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. - **[Elasticsearch](https://github.com/cr7258/elasticsearch-mcp-server)** - MCP server implementation that provides Elasticsearch interaction. From f2521b57fc059b2637e1e4492428a068114cf1b9 Mon Sep 17 00:00:00 2001 From: GongRzhe <38748229+GongRzhe@users.noreply.github.com> Date: Tue, 11 Mar 2025 17:04:50 +0800 Subject: [PATCH 41/56] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 54faf5c0..629dc639 100644 --- a/README.md +++ b/README.md @@ -26,6 +26,7 @@ These servers aim to demonstrate MCP features and the TypeScript and Python SDKs - **[Memory](src/memory)** - Knowledge graph-based persistent memory system - **[PostgreSQL](src/postgres)** - Read-only database access with schema inspection - **[Puppeteer](src/puppeteer)** - Browser automation and web scraping +- **[Redis](src/redis)** - Interact with Redis key-value stores - **[Sentry](src/sentry)** - Retrieving and analyzing issues from Sentry.io - **[Sequential Thinking](src/sequentialthinking)** - Dynamic and reflective problem-solving through thought sequences - **[Slack](src/slack)** - Channel management and messaging capabilities From 0c0bc87d0418d1d93b1dd6cac6b9a304ab73bdef Mon Sep 17 00:00:00 2001 From: stephen37 Date: Tue, 11 Mar 2025 15:11:41 +0100 Subject: [PATCH 42/56] Add Official Milvus integration for MCP --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 54faf5c0..e4b1fa35 100644 --- a/README.md +++ b/README.md @@ -57,6 +57,7 @@ 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. - 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. - 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 ab34024e877e6cbde3acd91afdfe85347dd88464 Mon Sep 17 00:00:00 2001 From: vcart Date: Tue, 11 Mar 2025 23:00:06 -0400 Subject: [PATCH 43/56] Add Template MCP Server to Frameworks section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 54faf5c0..92fd68e2 100644 --- a/README.md +++ b/README.md @@ -214,6 +214,7 @@ These are high-level frameworks that make it easier to build MCP servers or clie * **[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)** * **[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 From b2b93f4d13642a3c0206018f5692ec0d876b0b03 Mon Sep 17 00:00:00 2001 From: vcart Date: Tue, 11 Mar 2025 23:33:42 -0400 Subject: [PATCH 44/56] Add EVM MCP Server to community servers --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 54faf5c0..a2fcbf7f 100644 --- a/README.md +++ b/README.md @@ -114,6 +114,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. - **[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. - **[Everything Search](https://github.com/mamertofabian/mcp-everything-search)** - Fast file searching capabilities across Windows (using [Everything SDK](https://www.voidtools.com/support/everything/sdk/)), macOS (using mdfind command), and Linux (using locate/plocate command). - **[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 From a91cd0a9a8ac89246336c2ce8a72a016db7e1023 Mon Sep 17 00:00:00 2001 From: Vincent Koc Date: Wed, 12 Mar 2025 20:59:57 +1100 Subject: [PATCH 45/56] chore(docs): added comet opik MCP --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 54faf5c0..6c017861 100644 --- a/README.md +++ b/README.md @@ -44,6 +44,7 @@ Official integrations are maintained by companies building production ready MCP - 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) - ClickHouse Logo **[ClickHouse](https://github.com/ClickHouse/mcp-clickhouse)** - Query your [ClickHouse](https://clickhouse.com/) database server. - **[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. - E2B Logo **[E2B](https://github.com/e2b-dev/mcp-server)** - Run code in secure sandboxes hosted by [E2B](https://e2b.dev) - 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 c62518931f2f9b886534fa12f6a181196e412cac Mon Sep 17 00:00:00 2001 From: QDS Date: Wed, 12 Mar 2025 17:24:25 +0100 Subject: [PATCH 46/56] Add Bankless MCP to README.md Added the bankless mcp to the mcp list. Official integration by bankless for the bankless onchain api. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 54faf5c0..a9cfdad5 100644 --- a/README.md +++ b/README.md @@ -41,6 +41,7 @@ Official integrations are maintained by companies building production ready MCP - 21st.dev Logo **[21st.dev Magic](https://github.com/21st-dev/magic-mcp)** - Create crafted UI components inspired by the best 21st.dev design engineers. - 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 - 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. - 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) - ClickHouse Logo **[ClickHouse](https://github.com/ClickHouse/mcp-clickhouse)** - Query your [ClickHouse](https://clickhouse.com/) database server. - **[Cloudflare](https://github.com/cloudflare/mcp-server-cloudflare)** - Deploy, configure & interrogate your resources on the Cloudflare developer platform (e.g. Workers/KV/R2/D1) From 2f75213d018e1ecc6839f2aad8bb0f8bdde09318 Mon Sep 17 00:00:00 2001 From: Shira Ayal Date: Thu, 13 Mar 2025 00:51:23 +0200 Subject: [PATCH 47/56] fastapi to mcp auto generator under resources in readme --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 40490cd1..38836a0c 100644 --- a/README.md +++ b/README.md @@ -239,6 +239,7 @@ Additional resources on MCP. - **[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)** +- **[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/)** - **[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)** From d6434c9ab4acd432370fcd1509dae244421da71b Mon Sep 17 00:00:00 2001 From: Rajesh Vijay Date: Wed, 12 Mar 2025 17:39:20 -0700 Subject: [PATCH 48/56] Added onenote mcp server to README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 40490cd1..29d43884 100644 --- a/README.md +++ b/README.md @@ -172,6 +172,7 @@ 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. - **[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. - **[OpenAPI](https://github.com/snaggle-ai/openapi-mcp-server)** - Interact with [OpenAPI](https://www.openapis.org/) APIs. - **[OpenCTI](https://github.com/Spathodea-Network/opencti-mcp)** - Interact with OpenCTI platform to retrieve threat intelligence data including reports, indicators, malware and threat actors. - **[OpenRPC](https://github.com/shanejonas/openrpc-mpc-server)** - Interact with and discover JSON-RPC APIs via [OpenRPC](https://open-rpc.org). From 66bdfb1ca66e2852349a281854e4fcc009f59040 Mon Sep 17 00:00:00 2001 From: Pol Alvarez Date: Thu, 13 Mar 2025 14:21:06 +0800 Subject: [PATCH 49/56] Add fewsats.com community server to README --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 40490cd1..2e951dcb 100644 --- a/README.md +++ b/README.md @@ -48,6 +48,7 @@ Official integrations are maintained by companies building production ready MCP - E2B Logo **[E2B](https://github.com/e2b-dev/mcp-server)** - Run code in secure sandboxes hosted by [E2B](https://e2b.dev) - 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) +- Fewsats Logo **[Fewsats](https://github.com/Fewsats/fewsats-mcp)** - Enable AI Agents to purchase anything in a secure way using [Fewsats](https://fewsats.com) - 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 - Grafana Logo **[Grafana](https://github.com/grafana/mcp-grafana)** - Search dashboards, investigate incidents and query datasources in your Grafana instance From 7fe292c96a87660f22f1f17b3d069853ea0bd437 Mon Sep 17 00:00:00 2001 From: Yilun Date: Thu, 13 Mar 2025 01:55:45 -0700 Subject: [PATCH 50/56] Add UnifAI MCP server Signed-off-by: Yilun --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 40490cd1..5daa6583 100644 --- a/README.md +++ b/README.md @@ -72,6 +72,7 @@ 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/) - 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) - Verodat Logo **[Verodat](https://github.com/Verodat/verodat-mcp-server)** - Interact with Verodat AI Ready Data platform ### 🌎 Community Servers From 0ab67613641476bdc2cf4e6bb051e2c2929dcc2a Mon Sep 17 00:00:00 2001 From: dinghuazhou Date: Wed, 12 Mar 2025 22:47:40 +0800 Subject: [PATCH 51/56] Add VolcEngine TOS MCP Server to Community Servers section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 40490cd1..7f6405d2 100644 --- a/README.md +++ b/README.md @@ -206,6 +206,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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/). - **[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. - **[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 From 6f460d29c84a4acb2bb9dffe8f08f15938b1f397 Mon Sep 17 00:00:00 2001 From: robert-inkeep <123133375+robert-inkeep@users.noreply.github.com> Date: Thu, 13 Mar 2025 09:40:54 -0400 Subject: [PATCH 52/56] Adds Official Inkeep MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 40490cd1..0f36c720 100644 --- a/README.md +++ b/README.md @@ -53,6 +53,7 @@ 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 - **[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. +- Inkeep Logo **[Inkeep](https://github.com/inkeep/mcp-server-python)** - RAG Search over your content powered by [Inkeep](https://inkeep.com) - Integration App Icon **[Integration App](https://github.com/integration-app/mcp-server)** - Interact with any other SaaS applications on behalf of your customers. - **[JetBrains](https://github.com/JetBrains/mcp-jetbrains)** – Work on your code with JetBrains IDEs - Kagi Logo **[Kagi Search](https://github.com/kagisearch/kagimcp)** - Search the web using Kagi's search API From d0a594a6ee05e004a67c773f2654794efdbc47b3 Mon Sep 17 00:00:00 2001 From: Hannes Junnila Date: Thu, 13 Mar 2025 15:55:14 +0200 Subject: [PATCH 53/56] Add OpenAPI and GraphQL schema MCPs to the community list --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 40490cd1..e4669833 100644 --- a/README.md +++ b/README.md @@ -132,6 +132,7 @@ 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 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. - **[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. @@ -173,6 +174,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. - **[Okta](https://github.com/kapilduraphe/okta-mcp-server)** - Interact with Okta API. - **[OpenAPI](https://github.com/snaggle-ai/openapi-mcp-server)** - Interact with [OpenAPI](https://www.openapis.org/) APIs. +- **[OpenAPI Schema](https://github.com/hannesj/mcp-openapi-schema)** - Allow LLMs to explore large [OpenAPI](https://www.openapis.org/) schemas without bloating the context. - **[OpenCTI](https://github.com/Spathodea-Network/opencti-mcp)** - Interact with OpenCTI platform to retrieve threat intelligence data including reports, indicators, malware and threat actors. - **[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. From a9c360cc12871d8752c124110c7f9e781c475b36 Mon Sep 17 00:00:00 2001 From: Sergey Ryabov <944361+colriot@users.noreply.github.com> Date: Thu, 13 Mar 2025 15:19:23 +0000 Subject: [PATCH 54/56] Add official AgentQL MCP server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 40490cd1..eb920a4e 100644 --- a/README.md +++ b/README.md @@ -39,6 +39,7 @@ These servers aim to demonstrate MCP features and the TypeScript and Python SDKs Official integrations are maintained by companies building production ready MCP servers for their platforms. - 21st.dev Logo **[21st.dev Magic](https://github.com/21st-dev/magic-mcp)** - Create crafted UI components inspired by the best 21st.dev design engineers. +- 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/). - 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 - 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 b4a29c1e157b74b3b7937faed3221200484349e3 Mon Sep 17 00:00:00 2001 From: Sergey Ryabov <944361+colriot@users.noreply.github.com> Date: Thu, 13 Mar 2025 15:23:20 +0000 Subject: [PATCH 55/56] Fix url --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index eb920a4e..a2526bfb 100644 --- a/README.md +++ b/README.md @@ -39,7 +39,7 @@ These servers aim to demonstrate MCP features and the TypeScript and Python SDKs Official integrations are maintained by companies building production ready MCP servers for their platforms. - 21st.dev Logo **[21st.dev Magic](https://github.com/21st-dev/magic-mcp)** - Create crafted UI components inspired by the best 21st.dev design engineers. -- 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/). +- 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/). - 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 - 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 032dc76edb9f0e5b7376cda65881a0564e88b7a3 Mon Sep 17 00:00:00 2001 From: shiraayal-tadata Date: Thu, 13 Mar 2025 20:57:12 +0200 Subject: [PATCH 56/56] move to frameworks - for servers --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 38836a0c..770cff11 100644 --- a/README.md +++ b/README.md @@ -221,6 +221,7 @@ 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/)** * **[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)** * **[Quarkus MCP Server SDK](https://github.com/quarkiverse/quarkus-mcp-server)** (Java) @@ -239,7 +240,6 @@ Additional resources on MCP. - **[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)** -- **[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/)** - **[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)**