From cd7539e67299b7856315f9c8725e946157629e7e Mon Sep 17 00:00:00 2001 From: GongRzhe <38748229+GongRzhe@users.noreply.github.com> Date: Sun, 23 Feb 2025 19:59:53 +0800 Subject: [PATCH 01/32] Add Quickchart-MCP-Server,Image-Generation-MCP-Server,Langflow-DOC-QA-SERVER MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Quickchart-MCP-Server：A Model Context Protocol server for generating charts using QuickChart.io Image-Generation-MCP-Server：This MCP server provides image generation capabilities using the Replicate Flux model. Langflow-DOC-QA-SERVER：A Model Context Protocol server for document Q&A powered by Langflow.It demonstrates core MCP concepts by providing a simple interface to query documents through a Langflow backend. --- README.md | 3 +++ 1 file changed, 3 insertions(+) diff --git a/README.md b/README.md index ac3f2686f2..7f651194b6 100644 --- a/README.md +++ b/README.md @@ -128,6 +128,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[HubSpot](https://github.com/buryhuang/mcp-hubspot)** - HubSpot CRM integration for managing contacts and companies. Create and retrieve CRM data directly through Claude chat. - **[HuggingFace Spaces](https://github.com/evalstate/mcp-hfspace)** - Server for using HuggingFace Spaces, supporting Open Source Image, Audio, Text Models and more. Claude Desktop mode for easy integration. - **[Inoyu](https://github.com/sergehuber/inoyu-mcp-unomi-server)** - Interact with an Apache Unomi CDP customer data platform to retrieve and update customer profiles +- **[Image Generation](https://github.com/GongRzhe/Image-Generation-MCP-Server)** - This MCP server provides image generation capabilities using the Replicate Flux model. - **[iTerm MCP](https://github.com/ferrislucas/iterm-mcp)** - Integration with iTerm2 terminal emulator for macOS, enabling LLMs to execute and monitor terminal commands. - **[JavaFX](https://github.com/mcpso/mcp-server-javafx)** - Make drawings using a JavaFX canvas - **[JDBC](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc)** - Connect to any JDBC-compatible database and query, insert, update, delete, and more. Supports MySQL, PostgreSQL, Oracle, SQL Server, sqllite and [more](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc#supported-jdbc-variants). @@ -136,6 +137,7 @@ 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. +- **[Langflow-DOC-QA-SERVER](https://github.com/GongRzhe/Langflow-DOC-QA-SERVER)** - A Model Context Protocol server for document Q&A powered by Langflow. It demonstrates core MCP concepts by providing a simple interface to query documents through a Langflow backend. - **[Lightdash](https://github.com/syucream/lightdash-mcp-server)** - Interact with [Lightdash](https://www.lightdash.com/), a BI tool. - **[Linear](https://github.com/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/) @@ -172,6 +174,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. - **[Qwen_Max](https://github.com/66julienmartin/MCP-server-Qwen_Max)** - A Model Context Protocol (MCP) server implementation for the Qwen models. +- **[QuickChart](https://github.com/GongRzhe/Quickchart-MCP-Server)** - A Model Context Protocol server for generating charts using QuickChart.io - **[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. - **[Reaper](https://github.com/dschuler36/reaper-mcp-server)** - Interact with your [Reaper](https://www.reaper.fm/) (Digital Audio Workstation) projects. From bb64f61402429561d18a06c71f31805d7a5d8129 Mon Sep 17 00:00:00 2001 From: Jai Radhakrishnan <55522316+jairad26@users.noreply.github.com> Date: Tue, 4 Mar 2025 16:02:22 -0800 Subject: [PATCH 02/32] Add Chroma MCP to official integrations --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 214f636be5..4a45f7a2b6 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) +- **[Chroma](https://github.com/chroma-core/chroma-mcp)** - Embeddings, vector search, document storage, and full-text search with the open-source AI application database - **[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 ee0631520625784ff7b1d18e5b2ab76e2aafd1ba Mon Sep 17 00:00:00 2001 From: Tim Wang Date: Fri, 7 Mar 2025 19:57:22 +1100 Subject: [PATCH 03/32] Add xcodebuild mcp server tool --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 214f636be5..692a1fd7ee 100644 --- a/README.md +++ b/README.md @@ -203,6 +203,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[X (Twitter)](https://github.com/vidhupv/x-mcp)** (by vidhupv) - Create, manage and publish X/Twitter posts directly through Claude chat. - **[XMind](https://github.com/apeyroux/mcp-xmind)** - Read and search through your XMind directory containing XMind files. - **[YouTube](https://github.com/ZubeidHendricks/youtube-mcp-server)** - Comprehensive YouTube API integration for video management, Shorts creation, and analytics. +- **[xcodebuild](https://github.com/ShenghaiWang/xcodebuild)** - 🍎 Build iOS Xcode workspace/project and feed back errors to llm. ## 📚 Frameworks From d1ee0673cb810cc8aaf1f466e9582052d3e049b7 Mon Sep 17 00:00:00 2001 From: Raoul Biagioni Date: Sun, 9 Mar 2025 19:25:50 +0000 Subject: [PATCH 04/32] Add Intercom to community servers --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 214f636be5..cc8797e9b4 100644 --- a/README.md +++ b/README.md @@ -131,6 +131,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[HubSpot](https://github.com/buryhuang/mcp-hubspot)** - HubSpot CRM integration for managing contacts and companies. Create and retrieve CRM data directly through Claude chat. - **[HuggingFace Spaces](https://github.com/evalstate/mcp-hfspace)** - Server for using HuggingFace Spaces, supporting Open Source Image, Audio, Text Models and more. Claude Desktop mode for easy integration. - **[Inoyu](https://github.com/sergehuber/inoyu-mcp-unomi-server)** - Interact with an Apache Unomi CDP customer data platform to retrieve and update customer profiles +- **[Intercom](https://github.com/raoulbia-ai/mcp-server-for-intercom)** - An MCP-compliant server for retrieving customer support tickets from Intercom. This tool enables AI assistants like Claude Desktop and Cline to access and analyze your Intercom support tickets. - **[iTerm MCP](https://github.com/ferrislucas/iterm-mcp)** - Integration with iTerm2 terminal emulator for macOS, enabling LLMs to execute and monitor terminal commands. - **[JavaFX](https://github.com/mcpso/mcp-server-javafx)** - Make drawings using a JavaFX canvas - **[JDBC](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc)** - Connect to any JDBC-compatible database and query, insert, update, delete, and more. Supports MySQL, PostgreSQL, Oracle, SQL Server, sqllite and [more](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc#supported-jdbc-variants). From e651af222848cc86333476a76a041ca664047aac Mon Sep 17 00:00:00 2001 From: Alex Strick van Linschoten Date: Mon, 10 Mar 2025 09:45:21 +0100 Subject: [PATCH 05/32] Add ZenML MCP Server --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 214f636be5..17504d361e 100644 --- a/README.md +++ b/README.md @@ -70,6 +70,7 @@ Official integrations are maintained by companies building production ready MCP - Tinybird Logo **[Tinybird](https://github.com/tinybirdco/mcp-tinybird)** - Interact with Tinybird serverless ClickHouse platform - Verodat Logo **[Verodat](https://github.com/Verodat/verodat-mcp-server)** - Interact with Verodat AI Ready Data platform - ClickHouse Logo **[ClickHouse](https://github.com/ClickHouse/mcp-clickhouse)** - Query your [ClickHouse](https://clickhouse.com/) server. +- **[ZenML](https://github.com/zenml-io/mcp-zenml)** - Interact with your MLOps and LLMOps pipelines through your ZenML MCP server ### 🌎 Community Servers From 14dd8788d6390f95f7560d2768ce9bf5e69a4564 Mon Sep 17 00:00:00 2001 From: Alex Strick van Linschoten Date: Mon, 10 Mar 2025 09:47:05 +0100 Subject: [PATCH 06/32] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 17504d361e..1904de2e20 100644 --- a/README.md +++ b/README.md @@ -70,7 +70,7 @@ Official integrations are maintained by companies building production ready MCP - Tinybird Logo **[Tinybird](https://github.com/tinybirdco/mcp-tinybird)** - Interact with Tinybird serverless ClickHouse platform - Verodat Logo **[Verodat](https://github.com/Verodat/verodat-mcp-server)** - Interact with Verodat AI Ready Data platform - ClickHouse Logo **[ClickHouse](https://github.com/ClickHouse/mcp-clickhouse)** - Query your [ClickHouse](https://clickhouse.com/) server. -- **[ZenML](https://github.com/zenml-io/mcp-zenml)** - Interact with your MLOps and LLMOps pipelines through your ZenML MCP server +- **[ZenML](https://github.com/zenml-io/mcp-zenml)** - Interact with your MLOps and LLMOps pipelines through your [ZenML](https://www.zenml.io) MCP server ### 🌎 Community Servers From 203fa297223080b368e22c4616223908f091921c Mon Sep 17 00:00:00 2001 From: ahujasid Date: Tue, 11 Mar 2025 01:23:31 +0530 Subject: [PATCH 07/32] Added Blender MCP to README --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 214f636be5..fc0fa36d76 100644 --- a/README.md +++ b/README.md @@ -89,6 +89,7 @@ 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 +- **[Blender](https://github.com/ahujasid/blender-mcp)** (by ahujasid) - Blender integration allowing prompt enabled 3D scene creation, modeling and manipulation. - **[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)** From 081a5b5fc7881ce2ee9586b41f78a9ca4dadca64 Mon Sep 17 00:00:00 2001 From: Alex Andru <58406316+QuantGeekDev@users.noreply.github.com> Date: Wed, 12 Mar 2025 23:39:59 +0100 Subject: [PATCH 08/32] Add Reddit and Discord communities Long overdue! Sorry for the delay --- README.md | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/README.md b/README.md index 40490cd11e..c0ab4276bf 100644 --- a/README.md +++ b/README.md @@ -239,6 +239,8 @@ 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)** +- **[ModelContextProtocol Discord Server](https://discord.gg/jHEGxQu2a5)** –  Connect with developers, share insights, and collaborate on projects in our active Discord community dedicated to the Model Context Protocol + - **[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)** @@ -251,6 +253,8 @@ Additional resources on MCP. - OpenTools Logo **[OpenTools](https://opentools.com)** - An open registry for finding, installing, and building with MCP servers by **[opentoolsteam](https://github.com/opentoolsteam)** - **[PulseMCP](https://www.pulsemcp.com)** ([API](https://www.pulsemcp.com/api)) - Community hub & weekly newsletter for discovering MCP servers, clients, articles, and news by **[Tadas Antanavicius](https://github.com/tadasant)**, **[Mike Coughlin](https://github.com/macoughl)**, and **[Ravina Patel](https://github.com/ravinahp)** - **[r/mcp](https://www.reddit.com/r/mcp)** – A Reddit community dedicated to MCP by **[Frank Fiegel](https://github.com/punkpeye)** +- **[r/modelcontextprotocol](https://www.reddit.com/r/modelcontextprotocol)** – The Model Context Protocol community Reddit page - discuss ideas, get answers to your questions, network with like-minded people, and showcase your projects! + - **[Smithery](https://smithery.ai/)** - A registry of MCP servers to find the right tools for your LLM agents by **[Henry Mao](https://github.com/calclavia)** - **[Toolbase](https://gettoolbase.ai)** - Desktop application that manages tools and MCP servers with just a few clicks - no coding required by **[gching](https://github.com/gching)** From 2ea5d50351d74738dbf3d808d662b22018c831b1 Mon Sep 17 00:00:00 2001 From: caorui <844309084@qq.com> Date: Thu, 13 Mar 2025 14:16:28 +0800 Subject: [PATCH 09/32] # MSSQL MCP Server MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit ## Overview MSSQL MCP Server, provides database interaction and business intelligence capabilities. This server enables running SQL queries, analyzing business data, and automatically generating business insight memos. Refer to the official website's SQLite for modifications to adapt to MSSQL ## Components - `read_query` - Execute SELECT queries to read data from the database - `write_query` - Execute INSERT, UPDATE, or DELETE queries - `create_table` - Create new tables in the database - `list_tables` - Get a list of all tables in the database - `describe-table` - View schema information for a specific table - `append_insight` - Add new business insights to the memo resource ## Operating environment - `Python 3.x` - `Packages` - pyodbc>=4.0.39 - pydantic>=2.0.0 - mcp>=0.1.0 - `ODBC Driver 17 for SQL Server` ## Usage ### Install packages ```bash CD /d ~/mssql-mcp pip install -r requirements.txt ``` ### config ```bash #with server.py same folder create config.json，add： { "database": { "driver": "ODBC Driver 17 for SQL Server", "server": "server ip", "database": "db name", "username": "username", "password": "password", "trusted_connection": false }, "server": { "name": "mssql-manager", "version": "0.1.0", "host": "0.0.0.0", "port": 8080 } } ``` ### Claude Desktop 、 Windsurf ```bash # add to claude_desktop_config.json. Note：use your path { "mcpServers": { "mssql": { "command": "py", "args": [ # your path，e.g.："C:\\mssql-mcp\\src\\server.py" "~/server.py" ] } } } ``` ### Cursor ```bash # Note：use your path Type:command Command:py C:\\mssql-mcp\\src\\server.py ``` ### MCP Inspector ```bash # Note：use your path npx -y @modelcontextprotocol/inspector py C:\\mssql-mcp\\src\\server.py ``` ## License MIT License --- src/mssql-mcp | 1 + 1 file changed, 1 insertion(+) create mode 160000 src/mssql-mcp diff --git a/src/mssql-mcp b/src/mssql-mcp new file mode 160000 index 0000000000..479553d86a --- /dev/null +++ b/src/mssql-mcp @@ -0,0 +1 @@ +Subproject commit 479553d86acb7b495106d05a93a7b4ce417b4a73 From 2b404455528a31d631367539ecbb30a0f2f4789f Mon Sep 17 00:00:00 2001 From: 4kulia Date: Thu, 13 Mar 2025 09:13:10 +0100 Subject: [PATCH 10/32] Add HDM MCP Server to README.md (https://github.com/horizondatawave/hdw-mcp-server) --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 40490cd11e..97c996b517 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. +- **[HDW LinkedIn](https://github.com/horizondatawave/hdw-mcp-server)** - Access to profile data and management of user account with [HorizonDataWave.ai](https://horizondatawave.ai/). - **[Holaspirit](https://github.com/syucream/holaspirit-mcp-server)** - Interact with [Holaspirit](https://www.holaspirit.com/). - **[Home Assistant](https://github.com/tevonsb/homeassistant-mcp)** - Interact with [Home Assistant](https://www.home-assistant.io/) including viewing and controlling lights, switches, sensors, and all other Home Assistant entities. - **[HubSpot](https://github.com/buryhuang/mcp-hubspot)** - HubSpot CRM integration for managing contacts and companies. Create and retrieve CRM data directly through Claude chat. From 4549b5ea70f5773f652f39de322bb165568dc8b3 Mon Sep 17 00:00:00 2001 From: Tianzhou Date: Thu, 13 Mar 2025 18:59:00 +0800 Subject: [PATCH 11/32] feat: add DBHub - Universal database MCP server https://github.com/bytebase/dbhub/ Universal database MCP server connecting to MySQL, PostgreSQL, SQLite, DuckDB and etc. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 40490cd11e..a74b111772 100644 --- a/README.md +++ b/README.md @@ -107,6 +107,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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 +- **[DBHub](https://github.com/bytebase/dbhub/)** - Universal database MCP server connecting to MySQL, PostgreSQL, SQLite, DuckDB and etc. - **[DeepSeek MCP Server](https://github.com/DMontgomery40/deepseek-mcp-server)** - Model Context Protocol server integrating DeepSeek's advanced language models, in addition to [other useful API endpoints](https://github.com/DMontgomery40/deepseek-mcp-server?tab=readme-ov-file#features) - **[Deepseek_R1](https://github.com/66julienmartin/MCP-server-Deepseek_R1)** - A Model Context Protocol (MCP) server implementation connecting Claude Desktop with DeepSeek's language models (R1/V3) - **[deepseek-thinker-mcp](https://github.com/ruixingshi/deepseek-thinker-mcp)** - A MCP (Model Context Protocol) provider Deepseek reasoning content to MCP-enabled AI Clients, like Claude Desktop. Supports access to Deepseek's thought processes from the Deepseek API service or from a local Ollama server. From 8875224460fc686174955bd7615765f86d2abd07 Mon Sep 17 00:00:00 2001 From: Agus Date: Thu, 13 Mar 2025 12:00:30 +0100 Subject: [PATCH 12/32] Update README.md to include GOAT --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 40490cd11e..d4870f01ad 100644 --- a/README.md +++ b/README.md @@ -123,6 +123,7 @@ 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. +- **[GOAT](https://github.com/goat-sdk/goat/tree/main/typescript/examples/by-framework/model-context-protocol)** - Run more than +200 onchain actions on any blockchain including Ethereum, Solana and Base. - **[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. From f12fdb4a72b7764830a2310b1d24a3c87115a179 Mon Sep 17 00:00:00 2001 From: Carter LaSalle <50027436+carterlasalle@users.noreply.github.com> Date: Thu, 13 Mar 2025 11:31:37 -0700 Subject: [PATCH 13/32] Add mac-messages-mcp An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages. --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 57b26c8853..4a8bd08a63 100644 --- a/README.md +++ b/README.md @@ -87,7 +87,6 @@ A growing set of community-developed and maintained servers demonstrates various - **[Ableton Live](https://github.com/Simon-Kansara/ableton-live-mcp-server)** - an MCP server to control Ableton Live. - **[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) @@ -159,6 +158,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[LINE](https://github.com/amornpan/py-mcp-line)** (by amornpan) - Implementation for LINE Bot integration that enables Language Models to read and analyze LINE conversations through a standardized interface. Features asynchronous operation, comprehensive logging, webhook event handling, and support for various message types. - **[LlamaCloud](https://github.com/run-llama/mcp-server-llamacloud)** (by marcusschiesser) - Integrate the data stored in a managed index on [LlamaCloud](https://cloud.llamaindex.ai/) - **[llm-context](https://github.com/cyberchitta/llm-context.py)** - Provides a repo-packing MCP tool with configurable profiles that specify file inclusion/exclusion patterns and optional prompts. +- **[mac-messages-mcp](https://github.com/carterlasalle/mac_messages_mcp)** - An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages. - **[MariaDB](https://github.com/abel9851/mcp-server-mariadb)** - MariaDB database integration with configurable access controls in Python. - **[MCP Compass](https://github.com/liuyoshio/mcp-compass)** - Suggest the right MCP server for your needs - **[MCP Installer](https://github.com/anaisbetts/mcp-installer)** - This server is a server that installs other MCP servers for you. From 9f589b058b3974b6b56fddeaec22bbe12788a6c1 Mon Sep 17 00:00:00 2001 From: Carter LaSalle <50027436+carterlasalle@users.noreply.github.com> Date: Thu, 13 Mar 2025 12:53:45 -0700 Subject: [PATCH 14/32] Added back accidental --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 6dcbd80e82..187f928514 100644 --- a/README.md +++ b/README.md @@ -89,6 +89,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Ableton Live](https://github.com/Simon-Kansara/ableton-live-mcp-server)** - an MCP server to control Ableton Live. - **[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 04f04b6464fdc05829670018088a63ea2229d905 Mon Sep 17 00:00:00 2001 From: Tim Wang Date: Fri, 14 Mar 2025 06:56:27 +1100 Subject: [PATCH 15/32] Put it in alphabetical order --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index f972120308..aa12e1afe7 100644 --- a/README.md +++ b/README.md @@ -243,9 +243,9 @@ A growing set of community-developed and maintained servers demonstrates various - **[World Bank data API](https://github.com/anshumax/world_bank_mcp_server)** - A server that fetches data indicators available with the World Bank as part of their data API - **[X (Twitter)](https://github.com/EnesCinr/twitter-mcp)** (by EnesCinr) - Interact with twitter API. Post tweets and search for tweets by query. - **[X (Twitter)](https://github.com/vidhupv/x-mcp)** (by vidhupv) - Create, manage and publish X/Twitter posts directly through Claude chat. +- **[xcodebuild](https://github.com/ShenghaiWang/xcodebuild)** - 🍎 Build iOS Xcode workspace/project and feed back errors to llm. - **[XMind](https://github.com/apeyroux/mcp-xmind)** - Read and search through your XMind directory containing XMind files. - **[YouTube](https://github.com/ZubeidHendricks/youtube-mcp-server)** - Comprehensive YouTube API integration for video management, Shorts creation, and analytics. -- **[xcodebuild](https://github.com/ShenghaiWang/xcodebuild)** - 🍎 Build iOS Xcode workspace/project and feed back errors to llm. ## 📚 Frameworks From ac4fc8f3dff0f1b88132d201e6fafa5bcfd83579 Mon Sep 17 00:00:00 2001 From: Agus Date: Thu, 13 Mar 2025 22:20:25 +0100 Subject: [PATCH 16/32] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index d4870f01ad..5baf0acff2 100644 --- a/README.md +++ b/README.md @@ -123,11 +123,11 @@ 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. -- **[GOAT](https://github.com/goat-sdk/goat/tree/main/typescript/examples/by-framework/model-context-protocol)** - Run more than +200 onchain actions on any blockchain including Ethereum, Solana and Base. - **[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. +- **[GOAT](https://github.com/goat-sdk/goat/tree/main/typescript/examples/by-framework/model-context-protocol)** - Run more than +200 onchain actions on any blockchain including Ethereum, Solana and Base. - **[Golang Filesystem Server](https://github.com/mark3labs/mcp-filesystem-server)** - Secure file operations with configurable access controls built with Go! - **[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. From a598964cf6162266760557bb02318292102eef17 Mon Sep 17 00:00:00 2001 From: 4kulia Date: Fri, 14 Mar 2025 00:26:08 +0100 Subject: [PATCH 17/32] Add HDM MCP Server to README.md (https://github.com/horizondatawave/hdw-mcp-server) --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 97c996b517..1779af68b7 100644 --- a/README.md +++ b/README.md @@ -132,7 +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. -- **[HDW LinkedIn](https://github.com/horizondatawave/hdw-mcp-server)** - Access to profile data and management of user account with [HorizonDataWave.ai](https://horizondatawave.ai/). +- **[HDW LinkedIn](https://github.com/horizondatawave/hdw-mcp-server)** - Access to profile data and management of user account with [HorizonDataWave.ai](https://horizondatawave.ai/). - **[Holaspirit](https://github.com/syucream/holaspirit-mcp-server)** - Interact with [Holaspirit](https://www.holaspirit.com/). - **[Home Assistant](https://github.com/tevonsb/homeassistant-mcp)** - Interact with [Home Assistant](https://www.home-assistant.io/) including viewing and controlling lights, switches, sensors, and all other Home Assistant entities. - **[HubSpot](https://github.com/buryhuang/mcp-hubspot)** - HubSpot CRM integration for managing contacts and companies. Create and retrieve CRM data directly through Claude chat. From 1ea0ed62c71fd14e42ae4fbfd28df11d0c64ffe0 Mon Sep 17 00:00:00 2001 From: Gionatan Cernusco Date: Fri, 14 Mar 2025 00:42:26 +0100 Subject: [PATCH 18/32] adds mkinf to README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index b3c7ed16bb..6999ed923e 100644 --- a/README.md +++ b/README.md @@ -283,6 +283,7 @@ Additional resources on MCP. - **[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. +- mkinf Logo **[mkinf](https://mkinf.io)** - An Open Source registry of hosted MCP Servers to accelerate AI agent workflows. - **[Open-Sourced MCP Servers Directory](https://github.com/chatmcp/mcp-directory)** - A curated list of MCP servers by **[mcpso](https://mcp.so)** - OpenTools Logo **[OpenTools](https://opentools.com)** - An open registry for finding, installing, and building with MCP servers by **[opentoolsteam](https://github.com/opentoolsteam)** - **[PulseMCP](https://www.pulsemcp.com)** ([API](https://www.pulsemcp.com/api)) - Community hub & weekly newsletter for discovering MCP servers, clients, articles, and news by **[Tadas Antanavicius](https://github.com/tadasant)**, **[Mike Coughlin](https://github.com/macoughl)**, and **[Ravina Patel](https://github.com/ravinahp)** From 9f9cac2072898c82fa4526018795addc52b0f4ec Mon Sep 17 00:00:00 2001 From: myan Date: Sun, 2 Mar 2025 16:49:41 +0800 Subject: [PATCH 19/32] add multiple cluster support Signed-off-by: myan --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index b3c7ed16bb..33cb821010 100644 --- a/README.md +++ b/README.md @@ -246,6 +246,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[X (Twitter)](https://github.com/vidhupv/x-mcp)** (by vidhupv) - Create, manage and publish X/Twitter posts directly through Claude chat. - **[XMind](https://github.com/apeyroux/mcp-xmind)** - Read and search through your XMind directory containing XMind files. - **[YouTube](https://github.com/ZubeidHendricks/youtube-mcp-server)** - Comprehensive YouTube API integration for video management, Shorts creation, and analytics. +- **[Multicluster-MCP-Sever](https://github.com/yanmxa/multicluster-mcp-server)** - The gateway for GenAI systems to interact with multiple Kubernetes clusters ## 📚 Frameworks From 42a41c8ec102fd8f45e4510056880d6ab6eba665 Mon Sep 17 00:00:00 2001 From: myan Date: Fri, 14 Mar 2025 07:59:17 +0800 Subject: [PATCH 20/32] reply review Signed-off-by: myan --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 33cb821010..08c6194a65 100644 --- a/README.md +++ b/README.md @@ -184,6 +184,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Minima](https://github.com/dmayboroda/minima)** - MCP server for RAG on local files - **[MongoDB](https://github.com/kiliczsh/mcp-mongo-server)** - A Model Context Protocol Server for MongoDB. - **[Monday.com](https://github.com/sakce/mcp-server-monday)** - MCP Server to interact with Monday.com boards and items. +- **[Multicluster-MCP-Sever](https://github.com/yanmxa/multicluster-mcp-server)** - The gateway for GenAI systems to interact with multiple Kubernetes clusters. - **[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. @@ -246,7 +247,6 @@ A growing set of community-developed and maintained servers demonstrates various - **[X (Twitter)](https://github.com/vidhupv/x-mcp)** (by vidhupv) - Create, manage and publish X/Twitter posts directly through Claude chat. - **[XMind](https://github.com/apeyroux/mcp-xmind)** - Read and search through your XMind directory containing XMind files. - **[YouTube](https://github.com/ZubeidHendricks/youtube-mcp-server)** - Comprehensive YouTube API integration for video management, Shorts creation, and analytics. -- **[Multicluster-MCP-Sever](https://github.com/yanmxa/multicluster-mcp-server)** - The gateway for GenAI systems to interact with multiple Kubernetes clusters ## 📚 Frameworks From c087148c2a0bd4c94bda40a187c76e9d39a176ef Mon Sep 17 00:00:00 2001 From: GongRzhe <38748229+GongRzhe@users.noreply.github.com> Date: Fri, 14 Mar 2025 08:36:09 +0800 Subject: [PATCH 21/32] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index a076d1dabb..49a742c81d 100644 --- a/README.md +++ b/README.md @@ -129,8 +129,8 @@ 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. -- **[Inoyu](https://github.com/sergehuber/inoyu-mcp-unomi-server)** - Interact with an Apache Unomi CDP customer data platform to retrieve and update customer profiles - **[Image Generation](https://github.com/GongRzhe/Image-Generation-MCP-Server)** - This MCP server provides image generation capabilities using the Replicate Flux model. +- **[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 - **[JDBC](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc)** - Connect to any JDBC-compatible database and query, insert, update, delete, and more. Supports MySQL, PostgreSQL, Oracle, SQL Server, sqllite and [more](https://github.com/quarkiverse/quarkus-mcp-servers/tree/main/jdbc#supported-jdbc-variants). From 0830321154cf10475121f7f037cdfb6fa0cf93d7 Mon Sep 17 00:00:00 2001 From: GongRzhe <38748229+GongRzhe@users.noreply.github.com> Date: Fri, 14 Mar 2025 08:46:13 +0800 Subject: [PATCH 22/32] Add Terminal Control --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 49a742c81d..bd363beda1 100644 --- a/README.md +++ b/README.md @@ -193,6 +193,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[Stripe](https://github.com/atharvagupta2003/mcp-stripe)** - This MCP allows integration with Stripe for handling payments, customers, and refunds. - **[TMDB](https://github.com/Laksh-star/mcp-server-tmdb)** - This MCP server integrates with The Movie Database (TMDB) API to provide movie information, search capabilities, and recommendations. - **[Tavily search](https://github.com/RamXX/mcp-tavily)** - An MCP server for Tavily's search & news API, with explicit site inclusions/exclusions +- **[Terminal-Control](https://github.com/GongRzhe/terminal-controller-mcp)** - A MCP server that enables secure terminal command execution, directory navigation, and file system operations through a standardized interface. - **[Ticketmaster](https://github.com/delorenj/mcp-server-ticketmaster)** - Search for events, venues, and attractions through the Ticketmaster Discovery API - **[Todoist](https://github.com/abhiz123/todoist-mcp-server)** - Interact with Todoist to manage your tasks. - **[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. From ea21b41081cf6294639ed50752fed060095f6b40 Mon Sep 17 00:00:00 2001 From: GongRzhe <38748229+GongRzhe@users.noreply.github.com> Date: Fri, 14 Mar 2025 08:47:38 +0800 Subject: [PATCH 23/32] Update - QuickChart --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index bd363beda1..f1382625aa 100644 --- a/README.md +++ b/README.md @@ -175,8 +175,8 @@ A growing set of community-developed and maintained servers demonstrates various - **[Placid.app](https://github.com/felores/placid-mcp-server)** - Generate image and video creatives using Placid.app templates - **[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. -- **[Qwen_Max](https://github.com/66julienmartin/MCP-server-Qwen_Max)** - A Model Context Protocol (MCP) server implementation for the Qwen models. - **[QuickChart](https://github.com/GongRzhe/Quickchart-MCP-Server)** - A Model Context Protocol server for generating charts using QuickChart.io +- **[Qwen_Max](https://github.com/66julienmartin/MCP-server-Qwen_Max)** - A Model Context Protocol (MCP) server implementation for the Qwen models. - **[RabbitMQ](https://github.com/kenliao94/mcp-server-rabbitmq)** - The MCP server that interacts with RabbitMQ to publish and consume messages. - **[RAG Web Browser](https://github.com/apify/mcp-server-rag-web-browser)** An MCP server for Apify's open-source RAG Web Browser [Actor](https://apify.com/apify/rag-web-browser) to perform web searches, scrape URLs, and return content in Markdown. - **[Reaper](https://github.com/dschuler36/reaper-mcp-server)** - Interact with your [Reaper](https://www.reaper.fm/) (Digital Audio Workstation) projects. From 45baa5a28173e305d7602468515b2d4b0797ad21 Mon Sep 17 00:00:00 2001 From: Harilou <1084430062@qq.com> Date: Fri, 14 Mar 2025 11:11:56 +0800 Subject: [PATCH 24/32] Add icon to Neon in README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index b3c7ed16bb..dcd032ea0e 100644 --- a/README.md +++ b/README.md @@ -73,7 +73,7 @@ Official integrations are maintained by companies building production ready MCP - MotherDuck Logo **[MotherDuck](https://github.com/motherduckdb/mcp-server-motherduck)** - Query and analyze data with MotherDuck and local DuckDB - 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 -- **[Neon](https://github.com/neondatabase/mcp-server-neon)** - Interact with the Neon serverless Postgres platform +- Neon Logo **[Neon](https://github.com/neondatabase/mcp-server-neon)** - Interact with the Neon serverless Postgres platform - 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 From 6d2805dc9ff0d451bc2945e92f3a072d62d56ee8 Mon Sep 17 00:00:00 2001 From: Nikhil Kapila <12816113+nkapila6@users.noreply.github.com> Date: Fri, 14 Mar 2025 09:42:32 +0400 Subject: [PATCH 25/32] docs(README.md): adding mcp-local-rag to README --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index b3c7ed16bb..549b7ff1b6 100644 --- a/README.md +++ b/README.md @@ -175,6 +175,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. +- **[mcp-local-rag](https://github.com/nkapila6/mcp-local-rag)** - "primitive" RAG-like web search model context protocol (MCP) server that runs locally using Google's MediaPipe Text Embedder and DuckDuckGo Search. ✨ no APIs required ✨. - **[mcp-proxy](https://github.com/sparfenyuk/mcp-proxy)** - Connect to MCP servers that run on SSE transport, or expose stdio servers as an SSE server. - **[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 From 46d2b2c5c8c50553c78f4aabddd9582af8ca530c Mon Sep 17 00:00:00 2001 From: Ninad Sinha <32181677+AHarmlessPyro@users.noreply.github.com> Date: Fri, 14 Mar 2025 02:00:54 -0500 Subject: [PATCH 26/32] Add Hyperbrowser to README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index b3c7ed16bb..add8caae1c 100644 --- a/README.md +++ b/README.md @@ -59,6 +59,7 @@ 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 - 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. +- Hyperbrowsers23 Logo **[Hyperbrowser](https://github.com/hyperbrowserai/mcp)** - Hyperbrowser is the next-generation platform empowering AI agents and enabling effortless, scalable browser automation. - **[IBM wxflows](https://github.com/IBM/wxflows/tree/main/examples/mcp/javascript)** - Tool platform by IBM to build, test and deploy tools for any data source - ForeverVM Logo **[ForeverVM](https://github.com/jamsocket/forevervm/tree/main/javascript/mcp-server)** - Run Python in a code sandbox. - Inkeep Logo **[Inkeep](https://github.com/inkeep/mcp-server-python)** - RAG Search over your content powered by [Inkeep](https://inkeep.com) From 62b7336ce62cb67d6d8de65e087189aa44ef0da3 Mon Sep 17 00:00:00 2001 From: Ninad Sinha <32181677+AHarmlessPyro@users.noreply.github.com> Date: Fri, 14 Mar 2025 02:01:57 -0500 Subject: [PATCH 27/32] Add Hyperbrowser webpage to README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index add8caae1c..8bb3bd5d57 100644 --- a/README.md +++ b/README.md @@ -59,7 +59,7 @@ 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 - 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. -- Hyperbrowsers23 Logo **[Hyperbrowser](https://github.com/hyperbrowserai/mcp)** - Hyperbrowser is the next-generation platform empowering AI agents and enabling effortless, scalable browser automation. +- Hyperbrowsers23 Logo **[Hyperbrowser](https://github.com/hyperbrowserai/mcp)** - [Hyperbrowser](https://www.hyperbrowser.ai/) is the next-generation platform empowering AI agents and enabling effortless, scalable browser automation. - **[IBM wxflows](https://github.com/IBM/wxflows/tree/main/examples/mcp/javascript)** - Tool platform by IBM to build, test and deploy tools for any data source - ForeverVM Logo **[ForeverVM](https://github.com/jamsocket/forevervm/tree/main/javascript/mcp-server)** - Run Python in a code sandbox. - Inkeep Logo **[Inkeep](https://github.com/inkeep/mcp-server-python)** - RAG Search over your content powered by [Inkeep](https://inkeep.com) From ba7334b5167c8ca0a5839628f0d9a754f3294b3e Mon Sep 17 00:00:00 2001 From: caorui <844309084@qq.com> Date: Fri, 14 Mar 2025 17:19:25 +0800 Subject: [PATCH 28/32] =?UTF-8?q?Update=20README=EF=BC=8CADD=20MSSQL-MCP?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 40490cd11e..e3f5e774cb 100644 --- a/README.md +++ b/README.md @@ -157,6 +157,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. +- **[MSSQL-MCP](https://github.com/daobataotie/mssql-mcp)** (by daobataotie) - MSSQL MCP that refer to the official website's SQLite MCP for modifications to adapt to MSSQL - **[Markdownify](https://github.com/zcaceres/mcp-markdownify-server)** - MCP to convert almost anything to Markdown (PPTX, HTML, PDF, Youtube Transcripts and more) - **[Minima](https://github.com/dmayboroda/minima)** - MCP server for RAG on local files - **[MongoDB](https://github.com/kiliczsh/mcp-mongo-server)** - A Model Context Protocol Server for MongoDB. From 8a1ab1c5f363be1919394551609ed55d3f62bf9a Mon Sep 17 00:00:00 2001 From: Otavio Rodolfo Piske Date: Fri, 14 Mar 2025 11:29:31 +0100 Subject: [PATCH 29/32] Add Wanaku MCP router to the list of MCP Community Servers --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index b3c7ed16bb..04b9056d84 100644 --- a/README.md +++ b/README.md @@ -238,6 +238,7 @@ A growing set of community-developed and maintained servers demonstrates various - **[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. +- **[Wanaku MCP Router](https://github.com/wanaku-ai/wanaku/)** - The Wanaku MCP Router is a SSE-based MCP server that provides an extensible routing engine that allows integrating your enterprise systems with AI agents. - **[Webflow](https://github.com/kapilduraphe/webflow-mcp-server)** - Interfact with the Webflow APIs - **[WildFly MCP](https://github.com/wildfly-extras/wildfly-mcp)** - WildFly MCP server that enables LLM to interact with running WildFly servers (retrieve metrics, logs, invoke operations, ...). - **[Windows CLI](https://github.com/SimonB97/win-cli-mcp-server)** - MCP server for secure command-line interactions on Windows systems, enabling controlled access to PowerShell, CMD, and Git Bash shells. From d75b8d573b1446020c25e238d479fcc6311e1758 Mon Sep 17 00:00:00 2001 From: Alex Andru <58406316+QuantGeekDev@users.noreply.github.com> Date: Fri, 14 Mar 2025 12:10:56 +0100 Subject: [PATCH 30/32] Update README.md Co-authored-by: Tadas Antanavicius --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index c0ab4276bf..711b9ae06f 100644 --- a/README.md +++ b/README.md @@ -253,7 +253,7 @@ Additional resources on MCP. - OpenTools Logo **[OpenTools](https://opentools.com)** - An open registry for finding, installing, and building with MCP servers by **[opentoolsteam](https://github.com/opentoolsteam)** - **[PulseMCP](https://www.pulsemcp.com)** ([API](https://www.pulsemcp.com/api)) - Community hub & weekly newsletter for discovering MCP servers, clients, articles, and news by **[Tadas Antanavicius](https://github.com/tadasant)**, **[Mike Coughlin](https://github.com/macoughl)**, and **[Ravina Patel](https://github.com/ravinahp)** - **[r/mcp](https://www.reddit.com/r/mcp)** – A Reddit community dedicated to MCP by **[Frank Fiegel](https://github.com/punkpeye)** -- **[r/modelcontextprotocol](https://www.reddit.com/r/modelcontextprotocol)** – The Model Context Protocol community Reddit page - discuss ideas, get answers to your questions, network with like-minded people, and showcase your projects! +- **[r/modelcontextprotocol](https://www.reddit.com/r/modelcontextprotocol)** – A Model Context Protocol community Reddit page - discuss ideas, get answers to your questions, network with like-minded people, and showcase your projects! - **[Smithery](https://smithery.ai/)** - A registry of MCP servers to find the right tools for your LLM agents by **[Henry Mao](https://github.com/calclavia)** - **[Toolbase](https://gettoolbase.ai)** - Desktop application that manages tools and MCP servers with just a few clicks - no coding required by **[gching](https://github.com/gching)** From 3edb0b0a43c437d8a1077565cf586dbd9d6ea16e Mon Sep 17 00:00:00 2001 From: Alex Andru <58406316+QuantGeekDev@users.noreply.github.com> Date: Fri, 14 Mar 2025 12:11:41 +0100 Subject: [PATCH 31/32] Update README.md Co-authored-by: Tadas Antanavicius --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 711b9ae06f..97baa24a57 100644 --- a/README.md +++ b/README.md @@ -239,7 +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)** -- **[ModelContextProtocol Discord Server](https://discord.gg/jHEGxQu2a5)** –  Connect with developers, share insights, and collaborate on projects in our active Discord community dedicated to the Model Context Protocol +- **[Discord Server (ModelContextProtocol)](https://discord.gg/jHEGxQu2a5)** – Connect with developers, share insights, and collaborate on projects in an active Discord community dedicated to the Model Context Protocol - **[MCP Badges](https://github.com/mcpx-dev/mcp-badges)** – Quickly highlight your MCP project with clear, eye-catching badges, by **[Ironben](https://github.com/nanbingxyz)** - **[MCP Servers Hub](https://github.com/apappascs/mcp-servers-hub)** (**[website](https://mcp-servers-hub-website.pages.dev/)**) - A curated list of MCP servers by **[apappascs](https://github.com/apappascs)** From 24c8f452119e9bf96a1d92e783526f1f83cc619a Mon Sep 17 00:00:00 2001 From: James Liounis Date: Fri, 14 Mar 2025 11:44:44 -0400 Subject: [PATCH 32/32] Add Perplexity MCP server to README.md Adding the Perplexity MCP server with a link to Perplexity's official MCP repo. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index c1de5eb4a6..df975dcdae 100644 --- a/README.md +++ b/README.md @@ -77,6 +77,7 @@ Official integrations are maintained by companies building production ready MCP - Neo4j Logo **[Neo4j](https://github.com/neo4j-contrib/mcp-neo4j/)** - Neo4j graph database server (schema + read/write-cypher) and separate graph database backed memory - Neon Logo **[Neon](https://github.com/neondatabase/mcp-server-neon)** - Interact with the Neon serverless Postgres platform - Oxylabs Logo **[Oxylabs](https://github.com/oxylabs/oxylabs-mcp)** - Scrape websites with Oxylabs Web API, supporting dynamic rendering and parsing for structured data extraction. +- Perplexity Logo **[Perplexity](https://github.com/ppl-ai/modelcontextprotocol)** - An MCP server that connects to Perplexity's Sonar API, enabling real-time web-wide research in conversational AI. - **[Qdrant](https://github.com/qdrant/mcp-server-qdrant/)** - Implement semantic memory layer on top of the Qdrant vector search engine - **[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