ToolUniverse: Democratizing AI scientists","source":"mims-harvard/tooluniverse","summary":"[//]: # (mcp-name: io.github.mims-harvard/tooluniverse)","id":"mims-harvard/tooluniverse/tooluniverse"},{"slug":"docs-mcp-server","categories":["Web & Browser Automation","Git & Version Control","AI & LLM Tools","Documentation & Knowledge","Code & Development"],"external_id":"arabold/docs-mcp-server/docs-mcp-server","first_seen":"2025-03-17T15:13:15Z","github_language":"TypeScript","github_stars":1334,"installs":1200,"name":"Grounded Docs: Your AI's Up-to-Date Documentation Expert","source":"arabold/docs-mcp-server","summary":"Docs MCP Server solves the problem of AI hallucinations and outdated knowledge by providing a personal, always-current documentation index for your AI coding assistant. It fetches official docs from websites, GitHub, npm, PyPI, and local files, allowing your AI to query the exact version you are using.","id":"arabold/docs-mcp-server/docs-mcp-server"},{"slug":"js-reverse-mcp","categories":["Git & Version Control","Design & Creative","AI & LLM Tools","Testing & QA","Documentation & Knowledge","APIs & Automation","Code & Development"],"external_id":"zhizhuodemao/js-reverse-mcp/js-reverse-mcp","first_seen":"2025-11-29T15:42:31Z","github_language":"TypeScript","github_stars":1303,"installs":375,"name":"JS Reverse MCP","source":"zhizhuodemao/js-reverse-mcp","summary":"A JavaScript reverse engineering MCP server that enables AI coding assistants (Claude, Cursor, Copilot) to debug and analyze JavaScript code in web pages.","id":"zhizhuodemao/js-reverse-mcp/js-reverse-mcp"},{"slug":"damn-vulnerable-mcp-server","categories":["Design & Creative","AI & LLM Tools","Productivity & Project Mgmt","Security","Data & Analytics"],"external_id":"harishsg993010/damn-vulnerable-mcp-server/damn-vulnerable-mcp-server","first_seen":"2025-04-16T06:18:59Z","github_language":"Python","github_stars":1295,"installs":1300,"name":"Damn Vulnerable Model Context Protocol (DVMCP)","source":"harishsg993010/damn-vulnerable-mcp-server","summary":"A deliberately vulnerable implementation of the Model Context Protocol (MCP) for educational purposes.","id":"harishsg993010/damn-vulnerable-mcp-server/damn-vulnerable-mcp-server"},{"slug":"mcp-windbg","categories":["Databases","Git & Version Control","AI & LLM Tools","Testing & QA","APIs & Automation"],"external_id":"svnscha/mcp-windbg/mcp-windbg","first_seen":"2025-05-02T19:08:28Z","github_language":"Python","github_stars":1287,"installs":1100,"name":"MCP Server for WinDbg Crash Analysis","source":"svnscha/mcp-windbg","summary":"A Model Context Protocol server that bridges AI models with WinDbg for crash dump analysis and remote debugging.","id":"svnscha/mcp-windbg/mcp-windbg"},{"slug":"claude-code-mcp","categories":["AI & LLM Tools","Search & Analytics","APIs & Automation","Code & Development"],"external_id":"steipete/claude-code-mcp/claude-code-mcp","first_seen":"2025-05-13T00:11:27Z","github_language":"JavaScript","github_stars":1281,"installs":1200,"name":"Claude Code MCP Server","source":"steipete/claude-code-mcp","summary":" $\"Claude$ 12306-mcp

","source":"joooook/12306-mcp","summary":"A 12306 ticket search server based on the Model Context Protocol (MCP). The server provides a simple API interface that allows users to search for 12306 tickets.","id":"joooook/12306-mcp/12306-mcp"},{"slug":"ruby-sdk","categories":["Git & Version Control","AI & LLM Tools","APIs & Automation"],"external_id":"modelcontextprotocol/ruby-sdk/ruby-sdk","first_seen":"2025-02-27T21:00:23Z","github_language":"Ruby","github_stars":817,"installs":755,"name":"MCP Ruby SDK [](https://rubygems.org/gems/mcp) [](https://github.com/modelcontextprotocol/ruby-sdk/blob/main/LICENSE) [](https://github.com/modelcontextprotocol/ruby-sdk/actions/workflows/ci.yml)","source":"modelcontextprotocol/ruby-sdk","summary":"The official Ruby SDK for Model Context Protocol servers and clients.","id":"modelcontextprotocol/ruby-sdk/ruby-sdk"},{"slug":"octocode-mcp","categories":["Git & Version Control","Files & Storage","AI & LLM Tools","Search & Analytics","APIs & Automation","Code & Development"],"external_id":"bgauryy/octocode-mcp/octocode-mcp","first_seen":"2025-06-05T13:56:40Z","github_language":"TypeScript","github_stars":816,"installs":760,"name":"Octocode: Research Driven Development for AI","source":"bgauryy/octocode-mcp","summary":" $\"Octocode$ Reddit MCP Buddy","source":"karanb192/reddit-buddy-mcp","summary":"A Model Context Protocol (MCP) server that enables Claude Desktop and other AI assistants to browse Reddit, search posts, and analyze user activity. Clean, fast, and actually works - no API keys required.","id":"karanb192/reddit-buddy-mcp/reddit-buddy-mcp"},{"slug":"reddit-mcp-buddy","categories":["Web & Browser Automation","AI & LLM Tools","APIs & Automation","Social & Content"],"external_id":"karanb192/reddit-mcp-buddy/reddit-mcp-buddy","first_seen":"2025-09-14T05:52:29Z","github_language":"TypeScript","github_stars":649,"installs":555,"name":"

Reddit MCP Buddy","source":"karanb192/reddit-mcp-buddy","summary":"A Model Context Protocol (MCP) server that enables Claude Desktop and other AI assistants to browse Reddit, search posts, and analyze user activity. Clean, fast, and actually works - no API keys required.","id":"karanb192/reddit-mcp-buddy/reddit-mcp-buddy"},{"slug":"a-share-mcp-is-just-i-need","categories":["Design & Creative","AI & LLM Tools","Search & Analytics","APIs & Automation","Data & Analytics"],"external_id":"24mlight/a-share-mcp-is-just-i-need/a-share-mcp-is-just-i-need","first_seen":"2025-04-30T06:42:55Z","github_language":"Python","github_stars":644,"installs":632,"name":"📊 a-share-mcp 📈","source":"24mlight/a-share-mcp-is-just-i-need","summary":" $\"Stealth$ MCP Mermaid [](https://github.com/hustcc/mcp-mermaid/actions/workflows/build.yml) [](https://www.npmjs.com/package/mcp-mermaid) [](https://smithery.ai/server/@hustcc/mcp-mermaid) [](https://www.npmjs.com/package/mcp-mermaid) [](https://archestra.ai/mcp-catalog/hustcc__mcp-mermaid)","source":"hustcc/mcp-mermaid","summary":"Generate $\"MaxKB\"$ Claude Debugs For You","source":"jasonjmcghee/claude-debugs-for-you","summary":"This is an MCP Server and VS Code extension which enables claude to interactively debug and evaluate expressions.","id":"jasonjmcghee/claude-debugs-for-you/claude-debugs-for-you"},{"slug":"biomcp","categories":["AI & LLM Tools","Search & Analytics","APIs & Automation","Code & Development","Data & Analytics"],"external_id":"genomoncology/biomcp/biomcp","first_seen":"2025-04-01T21:44:02Z","github_language":"Rust","github_stars":507,"installs":466,"name":"BioMCP","source":"genomoncology/biomcp","summary":"One binary. One grammar. Evidence from the biomedical sources you already trust.","id":"genomoncology/biomcp/biomcp"},{"slug":"polymarket-mcp-server","categories":["AI & LLM Tools","APIs & Automation"],"external_id":"caiovicentino/polymarket-mcp-server/polymarket-mcp-server","first_seen":"2025-11-11T01:58:23Z","github_language":"Python","github_stars":495,"installs":211,"name":"🤖 Polymarket MCP Server","source":"caiovicentino/polymarket-mcp-server","summary":"Complete AI-Powered Trading Platform for Polymarket Prediction Markets","id":"caiovicentino/polymarket-mcp-server/polymarket-mcp-server"},{"slug":"vibe-check-mcp-server","categories":["Design & Creative","AI & LLM Tools","Productivity & Project Mgmt","Security","APIs & Automation"],"external_id":"pv-bhat/vibe-check-mcp-server/vibe-check-mcp-server","first_seen":"2025-03-22T09:33:08Z","github_language":"TypeScript","github_stars":487,"installs":481,"name":"Vibe Check MCP","source":"pv-bhat/vibe-check-mcp-server","summary":"This project is no longer actively maintained. v2.8.0 is the final release, which includes security patches and bug fixes. The server remains fully functional. Community forks and contributions are welcome under the MIT license.","id":"pv-bhat/vibe-check-mcp-server/vibe-check-mcp-server"},{"slug":"mcp-hub","categories":["AI & LLM Tools","Productivity & Project Mgmt","APIs & Automation"],"external_id":"ravitemer/mcp-hub/mcp-hub","first_seen":"2025-02-20T12:31:20Z","github_language":"JavaScript","github_stars":487,"installs":464,"name":"MCP Hub","source":"ravitemer/mcp-hub","summary":"MCP Hub acts as a central coordinator for MCP servers and clients, providing two key interfaces:","id":"ravitemer/mcp-hub/mcp-hub"},{"slug":"mcp-gsuite","categories":["Communication & Messaging","Design & Creative","AI & LLM Tools","Search & Analytics","Productivity & Project Mgmt","APIs & Automation","Data & Analytics"],"external_id":"markuspfundstein/mcp-gsuite/mcp-gsuite","first_seen":"2024-11-30T22:32:38Z","github_language":"Python","github_stars":485,"installs":485,"name":"mcp-gsuite MCP server","source":"markuspfundstein/mcp-gsuite","summary":"Right now, this MCP server supports Gmail and Calendar integration with the following capabilities:","id":"markuspfundstein/mcp-gsuite/mcp-gsuite"},{"slug":"mcp-remote-macos-use","categories":["Design & Creative","AI & LLM Tools","Testing & QA","Data & Analytics"],"external_id":"baryhuang/mcp-remote-macos-use/mcp-remote-macos-use","first_seen":"2025-03-21T19:29:54Z","github_language":"Python","github_stars":481,"installs":468,"name":"MCP Server - Remote MacOs Use","source":"baryhuang/mcp-remote-macos-use","summary":"The first open-source MCP server that enables AI to fully control remote macOS systems.","id":"baryhuang/mcp-remote-macos-use/mcp-remote-macos-use"},{"slug":"mcp-server-motherduck","categories":["Databases","AI & LLM Tools","Search & Analytics","Code & Development","Data & Analytics"],"external_id":"motherduckdb/mcp-server-motherduck/mcp-server-motherduck","first_seen":"2024-12-12T23:37:11Z","github_language":"Python","github_stars":480,"installs":444,"name":"Mcp Server Motherduck","source":"motherduckdb/mcp-server-motherduck","summary":" $\"MotherDuck$ MCP ECharts [](https://github.com/hustcc/mcp-echarts/actions/workflows/build.yml) [](https://www.npmjs.com/package/mcp-echarts) [](https://smithery.ai/server/@hustcc/mcp-echarts) [](https://www.npmjs.com/package/mcp-echarts) [](https://archestra.ai/mcp-catalog/hustcc__mcp-echarts)","source":"hustcc/mcp-echarts","summary":"Generate $\"Nextcloud$ $\"A$ ","source":"posit-dev/mcptools","summary":"experimental](https://img.shields.io/badge/lifecycle-experimental-orange.svg)](https://lifecycle.r-lib.org/articles/stages.html#experimental)","id":"posit-dev/mcptools/mcptools"},{"slug":"mcp-server-reddit","categories":["Cloud & Infrastructure","AI & LLM Tools","APIs & Automation","Social & Content"],"external_id":"hawstein/mcp-server-reddit/mcp-server-reddit","first_seen":"2025-02-06T06:19:33Z","github_language":"Python","github_stars":174,"installs":151,"name":"MCP Server Reddit","source":"hawstein/mcp-server-reddit","summary":"A Model Context Protocol server providing access to Reddit public API for LLMs. This server enables LLMs to interact with Reddit's content, including browsing frontpage posts, accessing subreddit information, and reading post comments.","id":"hawstein/mcp-server-reddit/mcp-server-reddit"},{"slug":"meta-mcp","categories":["AI & LLM Tools","Search & Analytics","Productivity & Project Mgmt","APIs & Automation","Code & Development","Social & Content","Data & Analytics"],"external_id":"brijr/meta-mcp/meta-mcp","first_seen":"2025-06-17T20:37:58Z","github_language":"TypeScript","github_stars":174,"installs":124,"name":"Meta Marketing API MCP Server","source":"brijr/meta-mcp","summary":"A comprehensive Model Context Protocol (MCP) server that enables AI assistants like Claude to interact with Facebook/Instagram advertising data through the Meta Marketing API. This server provides full campaign lifecycle management, analytics, audience targeting, and creative optimization capabilities.","id":"brijr/meta-mcp/meta-mcp"},{"slug":"gbox","categories":["Web & Browser Automation","Databases","Git & Version Control","Design & Creative","Cloud & Infrastructure","AI & LLM Tools","APIs & Automation","Code & Development","Data & Analytics"],"external_id":"babelcloud/gbox/gbox","first_seen":"2025-03-19T04:07:56Z","github_language":"Go","github_stars":173,"installs":172,"name":"GBOX","source":"babelcloud/gbox","summary":"GBOX provides environments for AI Agents to operate computer and mobile devices.","id":"babelcloud/gbox/gbox"},{"slug":"gru-sandbox","categories":["Web & Browser Automation","Databases","Git & Version Control","Design & Creative","Cloud & Infrastructure","AI & LLM Tools","APIs & Automation","Code & Development","Data & Analytics"],"external_id":"babelcloud/gru-sandbox/gru-sandbox","first_seen":"2025-03-19T04:07:56Z","github_language":"Go","github_stars":173,"installs":172,"name":"GBOX","source":"babelcloud/gru-sandbox","summary":"GBOX provides environments for AI Agents to operate computer and mobile devices.","id":"babelcloud/gru-sandbox/gru-sandbox"},{"slug":"paperless-mcp","categories":["Design & Creative","AI & LLM Tools","Productivity & Project Mgmt","Documentation & Knowledge","APIs & Automation","Code & Development"],"external_id":"nloui/paperless-mcp/paperless-mcp","first_seen":"2024-12-27T23:56:43Z","github_language":"TypeScript","github_stars":173,"installs":145,"name":"Paperless-NGX MCP Server","source":"nloui/paperless-mcp","summary":"An MCP (Model Context Protocol) server for interacting with a Paperless-NGX API server. This server provides tools for managing documents, tags, correspondents, and document types in your Paperless-NGX instance.","id":"nloui/paperless-mcp/paperless-mcp"},{"slug":"wazuh-mcp-server","categories":["AI & LLM Tools","APIs & Automation","Code & Development"],"external_id":"gensecaihq/wazuh-mcp-server/wazuh-mcp-server","first_seen":"2025-03-13T07:18:47Z","github_language":"Python","github_stars":173,"installs":140,"name":"Wazuh MCP Server","source":"gensecaihq/wazuh-mcp-server","summary":"Talk to your SIEM. Query alerts, hunt threats, check vulnerabilities, and trigger active responses across your entire Wazuh deployment — through natural conversation with any AI assistant.","id":"gensecaihq/wazuh-mcp-server/wazuh-mcp-server"},{"slug":"mongo-mcp","categories":["Databases","AI & LLM Tools","APIs & Automation"],"external_id":"quantgeekdev/mongo-mcp/mongo-mcp","first_seen":"2024-12-05T23:12:54Z","github_language":"TypeScript","github_stars":172,"installs":174,"name":"🗄️ MongoDB MCP Server for LLMS","source":"quantgeekdev/mongo-mcp","summary":"A Model Context Protocol (MCP) server that enables LLMs to interact directly with MongoDB databases. Query collections, inspect schemas, and manage data seamlessly through natural language.","id":"quantgeekdev/mongo-mcp/mongo-mcp"},{"slug":"akshare-one-mcp","categories":["Git & Version Control","AI & LLM Tools","Documentation & Knowledge","APIs & Automation","Data & Analytics"],"external_id":"zwldarren/akshare-one-mcp/akshare-one-mcp","first_seen":"2025-04-08T06:32:41Z","github_language":"Python","github_stars":172,"installs":142,"name":"AKShare One MCP Server","source":"zwldarren/akshare-one-mcp","summary":"An MCP server based on akshare-one, providing comprehensive interfaces for China stock market data. It offers a set of powerful tools for retrieving financial information including historical stock data, real-time data, news data, and financial statements.","id":"zwldarren/akshare-one-mcp/akshare-one-mcp"},{"slug":"codex-mcp-server","categories":["Git & Version Control","Search & Analytics","APIs & Automation","Code & Development"],"external_id":"cexll/codex-mcp-server/codex-mcp-server","first_seen":"2025-10-26T09:26:15Z","github_language":"TypeScript","github_stars":171,"installs":161,"name":"Codex MCP Tool","source":"cexll/codex-mcp-server","summary":"Codex MCP Tool is an open‑source Model Context Protocol (MCP) server that connects your IDE or AI assistant (Claude, Cursor, etc.) to the Codex CLI. It enables non‑interactive automation with codex exec, safe sandboxed edits with approvals, and large‑scale code analysis via @ file references. Built for reliability and speed, it streams progress updates, supports structured change mode (OLD/NEW patch output), and integrates cleanly with standard MCP clients for code review, refactoring, documentation, and CI automation.","id":"cexll/codex-mcp-server/codex-mcp-server"},{"slug":"mcp-server-starrocks","categories":["Databases","AI & LLM Tools","Security","APIs & Automation","Data & Analytics"],"external_id":"starrocks/mcp-server-starrocks/mcp-server-starrocks","first_seen":"2025-03-05T10:48:25Z","github_language":"Python","github_stars":171,"installs":157,"name":"StarRocks Official MCP Server","source":"starrocks/mcp-server-starrocks","summary":"The StarRocks MCP Server acts as a bridge between AI assistants and StarRocks databases. It allows for direct SQL execution, database exploration, data visualization via charts, and retrieving detailed schema/data overviews without requiring complex client-side setup.","id":"starrocks/mcp-server-starrocks/mcp-server-starrocks"},{"slug":"netbox-mcp-server","categories":["AI & LLM Tools","Productivity & Project Mgmt","Code & Development"],"external_id":"netboxlabs/netbox-mcp-server/netbox-mcp-server","first_seen":"2025-02-27T16:51:50Z","github_language":"Python","github_stars":171,"installs":130,"name":"NetBox MCP Server","source":"netboxlabs/netbox-mcp-server","summary":"⚠️ Breaking Change in v1.0.0: The project structure has changed.","id":"netboxlabs/netbox-mcp-server/netbox-mcp-server"},{"slug":"mcp-logo-gen","categories":["AI & LLM Tools","Search & Analytics","APIs & Automation","Code & Development","Social & Content","Data & Analytics"],"external_id":"arekhalpern/mcp-logo-gen/mcp-logo-gen","first_seen":"2025-03-05T05:59:27Z","github_language":"Python","github_stars":170,"installs":171,"name":"MCP Tool Server for Logo Generation","source":"arekhalpern/mcp-logo-gen","summary":"This server provides logo generation capabilities using FAL AI, with tools for image generation, background removal, and automatic scaling.","id":"arekhalpern/mcp-logo-gen/mcp-logo-gen"},{"slug":"jmap-mcp","categories":["AI & LLM Tools","APIs & Automation"],"external_id":"wyattjoh/jmap-mcp/jmap-mcp","first_seen":"2025-08-15T17:24:44Z","github_language":"TypeScript","github_stars":170,"installs":167,"name":"JMAP MCP Server","source":"wyattjoh/jmap-mcp","summary":"A Model Context Protocol (MCP) server that provides tools for interacting with","id":"wyattjoh/jmap-mcp/jmap-mcp"},{"slug":"agentql-mcp","categories":["Web & Browser Automation","AI & LLM Tools","Testing & QA","APIs & Automation","Code & Development","Data & Analytics"],"external_id":"tinyfish-io/agentql-mcp/agentql-mcp","first_seen":"2024-12-21T01:12:55Z","github_language":"Shell","github_stars":170,"installs":150,"name":"AgentQL MCP Server","source":"tinyfish-io/agentql-mcp","summary":"This is a Model Context Protocol (MCP) server that integrates AgentQL's data extraction capabilities.","id":"tinyfish-io/agentql-mcp/agentql-mcp"},{"slug":"mikrotik-mcp","categories":["Git & Version Control","Design & Creative","AI & LLM Tools","Security","APIs & Automation","Code & Development"],"external_id":"jeff-nasseri/mikrotik-mcp/mikrotik-mcp","first_seen":"2025-05-12T13:33:31Z","github_language":"Python","github_stars":170,"installs":138,"name":"MikroTik MCP","source":"jeff-nasseri/mikrotik-mcp","summary":"MikroTik MCP provides a bridge between AI assistants and MikroTik RouterOS devices. It allows AI assistants to interact with MikroTik routers through natural language requests, executing commands like managing VLANs, configuring firewall rules, handling DNS settings, and more.","id":"jeff-nasseri/mikrotik-mcp/mikrotik-mcp"},{"slug":"fast-context-mcp","categories":["Files & Storage","AI & LLM Tools","Search & Analytics","Code & Development"],"external_id":"sammysnake-d/fast-context-mcp/fast-context-mcp","first_seen":"2026-02-08T07:22:25Z","github_language":"JavaScript","github_stars":170,"installs":131,"name":"Fast Context MCP","source":"sammysnake-d/fast-context-mcp","summary":"AI-driven semantic code search as an MCP tool — powered by Windsurf's reverse-engineered SWE-grep protocol.","id":"sammysnake-d/fast-context-mcp/fast-context-mcp"},{"slug":"openclaw-mcp","categories":["Git & Version Control","Cloud & Infrastructure","Security","Documentation & Knowledge","APIs & Automation"],"external_id":"freema/openclaw-mcp/openclaw-mcp","first_seen":"2026-02-02T16:42:53Z","github_language":"TypeScript","github_stars":169,"installs":103,"name":"OpenClaw MCP Server","source":"freema/openclaw-mcp","summary":" VictoriaMetrics MCP Server","source":"victoriametrics/mcp-victoriametrics","summary":"The implementation of Model Context Protocol (MCP) server for VictoriaMetrics.","id":"victoriametrics/mcp-victoriametrics/mcp-victoriametrics"},{"slug":"mcp-simple-pubmed","categories":["AI & LLM Tools","Search & Analytics","APIs & Automation"],"external_id":"andybrandt/mcp-simple-pubmed/mcp-simple-pubmed","first_seen":"2024-12-11T14:53:03Z","github_language":"Python","github_stars":165,"installs":162,"name":"MCP Simple PubMed","source":"andybrandt/mcp-simple-pubmed","summary":"An MCP server that provides access to PubMed articles through the Entrez API.","id":"andybrandt/mcp-simple-pubmed/mcp-simple-pubmed"},{"slug":"gohighlevel-mcp","categories":["Design & Creative","AI & LLM Tools","Productivity & Project Mgmt","APIs & Automation","Code & Development"],"external_id":"mastanley13/gohighlevel-mcp/gohighlevel-mcp","first_seen":"2025-06-09T00:13:53Z","github_language":"TypeScript","github_stars":165,"installs":132,"name":"Gohighlevel Mcp","source":"mastanley13/gohighlevel-mcp","summary":"Instead of trying to tackle this ---- use our hosted version --- GHL Agent Framework, One Click to Sign in!","id":"mastanley13/gohighlevel-mcp/gohighlevel-mcp"},{"slug":"memorizer-v1","categories":["Git & Version Control","Cloud & Infrastructure","Documentation & Knowledge","APIs & Automation"],"external_id":"petabridge/memorizer-v1/memorizer-v1","first_seen":"2025-07-15T13:32:22Z","github_language":"C#","github_stars":164,"installs":157,"name":"Memorizer","source":"petabridge/memorizer-v1","summary":"Memorizer is a .NET-based service that allows AI agents to store, retrieve, and search through memories using vector embeddings. It leverages PostgreSQL with the pgvector extension to provide efficient similarity search capabilities.","id":"petabridge/memorizer-v1/memorizer-v1"},{"slug":"mcp-server-apache-airflow","categories":["AI & LLM Tools","Security","APIs & Automation"],"external_id":"yangkyeongmo/mcp-server-apache-airflow/mcp-server-apache-airflow","first_seen":"2025-02-13T04:09:06Z","github_language":"Python","github_stars":164,"installs":150,"name":"mcp-server-apache-airflow","source":"yangkyeongmo/mcp-server-apache-airflow","summary":"A Model Context Protocol (MCP) server implementation for Apache Airflow, enabling seamless integration with MCP clients. This project provides a standardized way to interact with Apache Airflow through the Model Context Protocol.","id":"yangkyeongmo/mcp-server-apache-airflow/mcp-server-apache-airflow"},{"slug":"mcp-codex-dev","categories":["Git & Version Control","AI & LLM Tools","Search & Analytics","Productivity & Project Mgmt","Documentation & Knowledge","APIs & Automation","Code & Development"],"external_id":"fyzafh/mcp-codex-dev/mcp-codex-dev","first_seen":"2026-02-10T08:53:48Z","github_language":"TypeScript","github_stars":163,"installs":162,"name":"mcp-codex-dev","source":"fyzafh/mcp-codex-dev","summary":"

🤘 Claudeus WordPress MCP 🎸","source":"deus-h/claudeus-wp-mcp","summary":"\"The Most Comprehensive WordPress MCP Server - 145 Tools, Zero Compromise!\" SerpApi MCP Server","source":"serpapi/serpapi-mcp","summary":"A Model Context Protocol (MCP) server implementation that integrates with SerpApi for comprehensive search engine results and data extraction.","id":"serpapi/serpapi-mcp/serpapi-mcp"},{"slug":"bitbucket-mcp","categories":["Git & Version Control","Cloud & Infrastructure","AI & LLM Tools","APIs & Automation","Code & Development","Data & Analytics"],"external_id":"matanyemini/bitbucket-mcp/bitbucket-mcp","first_seen":"2025-04-24T09:03:56Z","github_language":"JavaScript","github_stars":136,"installs":109,"name":"Bitbucket MCP","source":"matanyemini/bitbucket-mcp","summary":"A Model Context Protocol (MCP) server for integrating with Bitbucket Cloud and Server APIs. This MCP server enables AI assistants like Cursor to interact with your Bitbucket repositories, pull requests, and other resources.","id":"matanyemini/bitbucket-mcp/bitbucket-mcp"},{"slug":"dify-plugin-agent-mcp_sse","categories":["Git & Version Control","AI & LLM Tools","Security","APIs & Automation"],"external_id":"junjiem/dify-plugin-agent-mcp_sse/dify-plugin-agent-mcp_sse","first_seen":"2025-03-14T10:31:06Z","github_language":"Python","github_stars":135,"installs":131,"name":"Dify Plugin Agent Mcp_sse","source":"junjiem/dify-plugin-agent-mcp_sse","summary":"Github Repo: https://github.com/junjiem/dify-plugin-agent-mcpsse","id":"junjiem/dify-plugin-agent-mcp_sse/dify-plugin-agent-mcp_sse"},{"slug":"yfinance-mcp","categories":["Git & Version Control","AI & LLM Tools","Commerce & Finance","Productivity & Project Mgmt","APIs & Automation"],"external_id":"narumiruna/yfinance-mcp/yfinance-mcp","first_seen":"2025-03-30T11:35:19Z","github_language":"Python","github_stars":135,"installs":113,"name":"Yahoo Finance MCP Server","source":"narumiruna/yfinance-mcp","summary":"A Model Context Protocol (MCP) server that provides AI assistants with access to Yahoo Finance data via yfinance. Query stock information, financial news, sector rankings, and generate professional financial charts — all from your AI chat.","id":"narumiruna/yfinance-mcp/yfinance-mcp"},{"slug":"ffmpeg-mcp","categories":["AI & LLM Tools","Search & Analytics","APIs & Automation","Code & Development"],"external_id":"video-creator/ffmpeg-mcp/ffmpeg-mcp","first_seen":"2025-03-25T03:49:19Z","github_language":"Python","github_stars":134,"installs":125,"name":"FFmpeg-MCP","source":"video-creator/ffmpeg-mcp","summary":"Using ffmpeg command line to achieve an mcp server, can be very convenient, through the dialogue to achieve the local video search, tailoring, stitching, playback and other functions","id":"video-creator/ffmpeg-mcp/ffmpeg-mcp"},{"slug":"ragrabbit","categories":["Git & Version Control","Cloud & Infrastructure","AI & LLM Tools","Search & Analytics","Security","APIs & Automation","Data & Analytics"],"external_id":"madarco/ragrabbit/ragrabbit","first_seen":"2025-01-22T11:46:40Z","github_language":"TypeScript","github_stars":133,"installs":132,"name":"Ragrabbit","source":"madarco/ragrabbit","summary":" $\"RagRabbit\"$

MCP Servers