Data / Repositories / MCP server / Python
Python MCP server repositories on GitHub: 286 ranked by stars
286 public Python repositories tagged MCP server are on GitHub, with 599,416 stars between them; 163 had a push in the last 30 days. The most starred: D4Vinci/Scrapling (86,357), sansan0/TrendRadar (62,905), oraios/serena (30,265).
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Every repository, most starred first
| Repository | What it is | Stars | Forks | License | Last push | Read |
|---|---|---|---|---|---|---|
| D4Vinci/Scrapling | An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl! | 86,357 | 8,855 | BSD-3-Clause | Oct 8 | Oct 8 |
| sansan0/TrendRadar | AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts. 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI… | 62,905 | 24,903 | GPL-3.0 | Oct 13 | Oct 14 |
| oraios/serena | A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent | 30,265 | 2,075 | Oct 14 | Oct 14 | |
| assafelovic/gpt-researcher | An autonomous agent that conducts deep research on any data using any LLM providers | 30,095 | 4,128 | Apache-2.0 | Oct 10 | Oct 14 |
| PrefectHQ/fastmcp | The fast, Pythonic way to build MCP servers and clients. | 28,071 | 2,473 | Apache-2.0 | Oct 14 | Oct 14 |
| modelcontextprotocol/python-sdk | The official Python SDK for Model Context Protocol servers and clients | 24,572 | 4,044 | MIT | Oct 13 | Oct 14 |
| 1Panel-dev/MaxKB | MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。 | 22,972 | 3,195 | GPL-3.0 | Oct 14 | Oct 14 |
| Evil0ctal/Douyin_TikTok_Download_API | 抖音、TikTok 数据采集与无水印视频下载 API，自托管，支持 MCP 调用与 Docker 一键部署。| Self-hosted TikTok & Douyin scraper and no-watermark video downloader — async REST API, MCP server, CLI and web console for… | 20,637 | 2,881 | Apache-2.0 | Oct 2 | Oct 14 |
| wanshuiyin/Auto-claude-code-research-in-sleep | ARIS (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no… | 17,471 | 1,470 | MIT | Oct 7 | Oct 14 |
| budtmo/docker-android | Android in docker solution with noVNC supported, video recording, mcp server and AI-agent | 15,973 | 1,764 | Oct 14 | Oct 14 | |
| yusufkaraaslan/Skill_Seekers | Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection | 15,146 | 1,552 | MIT | Sep 30 | Oct 14 |
| mrexodia/ida-pro-mcp | AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP. | 12,853 | 1,551 | MIT | Sep 26 | Oct 14 |
| 0x4m4/hexstrike-ai | HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for automated pentesting… | 12,786 | 2,612 | MIT | Aug 3 | Oct 14 |
| OpenByteInc/QuantDinger | Open-source AI Trading OS, agent trading, and vibe trading, with Jev System One integration. Research, build Python strategies, backtest, and paper/live trade across crypto… | 12,781 | 2,611 | Apache-2.0 | Oct 9 | Oct 14 |
| tadata-org/fastapi_mcp | Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth! | 12,022 | 969 | MIT | Nov 24, 2025 | Oct 14 |
| Agents365-ai/drawio-skill | Agent skill that turns natural language, code, Terraform/K8s, SQL, OpenAPI, AsyncAPI, Protobuf and GraphQL sources into editable, tested draw.io architecture diagrams: incremental… | 10,136 | 717 | MIT | Oct 11 | Oct 14 |
| awslabs/mcp | Open source MCP Servers for AWS | 9,779 | 1,806 | Apache-2.0 | Oct 14 | Oct 14 |
| firerpa/lamda | Android Full-Stack Device Control Platform: WebRTC/H.264 remote desktop, UI/OCR/image-matching automation, one-click MITM, built-in Frida, proxy/VPN/frp/P2P networking, MCP/Agent… | 8,600 | 1,163 | MIT | Sep 27 | Oct 14 |
| MinishLab/semble | Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read | 6,204 | 276 | MIT | Oct 11 | Oct 14 |
| FlorianBruniaux/claude-code-ultimate-guide | The most comprehensive Claude Code guide: agentic workflows, hooks, skills, MCP servers, quizzes, and production-ready templates. 430K+ lines. | 6,154 | 808 | CC-BY-SA-4.0 | Oct 13 | Oct 14 |
| Klavis-AI/klavis | Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale | 5,810 | 563 | Apache-2.0 | Jun 1 | Oct 14 |
| 54yyyu/zotero-mcp | Zotero MCP: Connects your Zotero research library with Claude and other AI assistants via the Model Context Protocol to discuss papers, get summaries, analyze citations, and more. | 5,387 | 426 | MIT | Oct 8 | Oct 14 |
| vitali87/code-graph-rag | The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs | 5,256 | 699 | MIT | Oct 14 | Oct 14 |
| atilaahmettaner/tradingview-mcp | TradingView MCP server — real-time market data, technical analysis, screeners & backtesting for Claude, ChatGPT, Cursor & any MCP client. Stocks, crypto, forex & futures across… | 5,057 | 1,000 | MIT | Oct 14 | Oct 14 |
| open-webui/mcpo | A simple, secure MCP-to-OpenAPI proxy server | 4,400 | 499 | MIT | May 17 | Oct 14 |
| haris-musa/excel-mcp-server | Excel MCP server: let AI (Claude, Cursor, Codex) create and edit Excel files with charts, PivotTables, slicers and formulas. No Excel required. | 4,237 | 469 | MIT | Oct 10 | Oct 14 |
| evalstate/fast-agent | Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP/A2A Support | 3,934 | 448 | Apache-2.0 | Oct 14 | Oct 14 |
| stickerdaniel/linkedin-mcp-server | Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies, jobs, and messages. | 3,873 | 676 | Apache-2.0 | Oct 14 | Oct 14 |
| jordan-gibbs/hyperresearch | Convert Claude Code or Codex into the most intelligent Deep Research Agent. Collect, search, and synthesize web research into a persistent, searchable wiki that builds on itself.… | 3,856 | 381 | MIT | Oct 10 | Oct 14 |
| pipeshub-ai/pipeshub-ai | The open-source context layer for AI agents. PipesHub turns your company's knowledge (Slack, Drive, Jira, GitHub, Microsoft 365 and 40+ connectors) into a permission-aware… | 3,833 | 600 | Apache-2.0 | Oct 14 | Oct 14 |
| samuelgursky/davinci-resolve-mcp | MCP server integration for DaVinci Resolve Studio | 3,544 | 409 | MIT | Oct 14 | Oct 14 |
| huangjunsen0406/py-xiaozhi | Open-source AI assistant ecosystem with MCP integrations, multimodal workflows, IoT support, and cross-platform voice interaction. | 3,509 | 744 | MIT | Sep 11 | Oct 14 |
| taylorwilsdon/google_workspace_mcp | Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace MCP Server & CLI Tool | 3,336 | 1,051 | MIT | Oct 9 | Oct 14 |
| blazickjp/arxiv-mcp-server | A local MCP server for agent literature work. Original-LaTeX section reads, BibTeX from arXiv metadata, and topic watches. Papers stay on disk. Search is optional. | 3,217 | 258 | Apache-2.0 | Oct 8 | Oct 14 |
| deedy5/ddgs | A metasearch library that aggregates results from diverse web search services | 3,008 | 286 | MIT | Aug 26 | Oct 8 |
| openags/paper-search-mcp | MCP, CLI, Skills for searching and downloading academic papers from multiple sources like arXiv, PubMed, bioRxiv, etc. | 2,828 | 299 | MIT | Oct 2 | Oct 14 |
| sparfenyuk/mcp-proxy | A bridge between Streamable HTTP and stdio MCP transports | 2,786 | 267 | MIT | Oct 14 | Oct 14 |
| jgravelle/jcodemunch-mcp | Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP… | 2,769 | 375 | Oct 14 | Oct 14 | |
| feder-cr/invisible_playwright_mcp | Playwright MCP server undetected by anti-bots and captchas: AI agent browses the web on anti-detect stealth Firefox, Python, undetected browser automation, scraping, computer use. | 2,752 | 447 | MIT | Oct 13 | Oct 15 |
| vibheksoni/stealth-browser-mcp | Stealth browser automation for AI agents over MCP and the Chrome DevTools Protocol: navigation, network hooks, DOM extraction, and pixel-accurate UI cloning. | 2,223 | 302 | MIT | Oct 12 | Oct 14 |
| doobidoo/mcp-memory-service | Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation. | 2,014 | 347 | Apache-2.0 | Oct 14 | Oct 14 |
| AminForou/mcp-gsc | Google Search Console Insights with Claude AI for SEOs | 1,927 | 252 | MIT | Sep 15 | Oct 14 |
| timescale/pg-aiguide | MCP server and Claude plugin for Postgres skills and documentation. Helps AI coding tools generate better PostgreSQL code. | 1,869 | 117 | Apache-2.0 | Oct 7 | Oct 14 |
| Mcp-Brasil/mcp-brasil | MCP Server para 70 APIs públicas brasileiras | 1,808 | 281 | MIT | Sep 19 | Oct 14 |
| OpenOSINT/OpenOSINT | AI-powered OSINT agent with interactive REPL, MCP server, and CLI. 20 tools. Works with Claude, GPT-4, or local models. For authorized security research only. | 1,753 | 278 | MIT | Oct 13 | Oct 14 |
| svnscha/mcp-windbg | Model Context Protocol for WinDbg. | 1,618 | 164 | MIT | Oct 10 | Oct 14 |
| zhuyansen/new-term-radar | Daily radar for new AI terms: names of new models, products and repos, caught on X, Hugging Face, GitHub and sitemaps before keyword tools list them. | 1,602 | 504 | MIT | Oct 21 | Oct 21 |
| datagouv/datagouv-mcp | Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datasets from the French national Open Data platform, directly… | 1,601 | 142 | MIT | Sep 8 | Oct 14 |
| MiniMax-AI/MiniMax-MCP | Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs. | 1,585 | 287 | MIT | Aug 20 | Oct 14 |
| qdrant/mcp-server-qdrant | An official Qdrant Model Context Protocol (MCP) server implementation | 1,548 | 307 | Apache-2.0 | Sep 4 | Oct 14 |
| NPC-Worldwide/npcpy | The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more. | 1,514 | 125 | MIT | Oct 10 | Oct 11 |
| nduckmink/arkon | Arkon: Enterprise AI Knowledge Hub & MCP Server. Self-hosted knowledge base for teams to manage RAG contexts, access policies, and AI skills. Connect Claude and other LLMs via… | 1,493 | 297 | Jun 3 | Oct 14 | |
| robotmcp/ros-mcp-server | Connect AI models like Claude & GPT with robots using MCP and ROS. | 1,493 | 214 | Apache-2.0 | Oct 14 | Oct 14 |
| mnemox-ai/tradememory-protocol | Decision audit trail + persistent memory for AI trading agents. Outcome-weighted recall, tamper-evident SHA-256 chain with RFC 3161 anchoring, 20 MCP tools. | 1,430 | 170 | MIT | Oct 9 | Oct 14 |
| designcomputer/mysql_mcp_server | A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases | 1,398 | 261 | MIT | Aug 2 | Oct 14 |
| datalayer/jupyter-mcp-server | Model Context Protocol (MCP) Server for Jupyter. | 1,302 | 203 | BSD-3-Clause | Oct 11 | Oct 14 |
| LING71671/open-reverselab | Open-source AI reverse-engineering agent platform and MCP server for Ghidra, Frida, x64dbg and Rizin — automated PE/APK/binary analysis, CTF and malware research, with 100+ MCP… | 1,260 | 292 | GPL-3.0 | Sep 29 | Oct 14 |
| xyTom/coding-tools-mcp | Give any AI agent the ability to code | 1,194 | 208 | Apache-2.0 | Oct 6 | Oct 14 |
| garylab/MakeMoneyWithAI | A list of open-source AI projects you can use to generate income easily. | 1,112 | 166 | Oct 10 | Oct 11 | |
| ArcadeAI/arcade-mcp | MCP Server Framework and Tool Development library for building custom capabilities into agents. | 1,051 | 120 | MIT | Oct 14 | Oct 14 |
| alpacahq/alpaca-mcp-server | Alpaca’s official MCP Server lets you trade stocks, ETFs, crypto, and options, run data analysis, and build strategies in plain English directly from your favorite LLM tools and… | 1,022 | 338 | MIT | Oct 12 | Oct 14 |
| xing5/mcp-google-sheets | This MCP server integrates with your Google Drive and Google Sheets, to enable creating and modifying spreadsheets. | 1,012 | 256 | MIT | May 14 | Oct 14 |
| neo4j-contrib/mcp-neo4j | Neo4j Labs Model Context Protocol servers | 988 | 262 | MIT | Sep 9 | Oct 14 |
| agentic-community/mcp-gateway-registry | Enterprise-ready MCP Gateway & Registry that centralizes AI development tools with secure OAuth authentication, dynamic tool discovery, and unified access for both autonomous AI… | 981 | 248 | Apache-2.0 | Oct 14 | Oct 14 |
| LiCinCan/blender-ai-mcp-addon | AI assistant and MCP server for Blender: visual chat, scene tools, multi-agent workflows. Works with OpenAI, ChatGPT, Claude, Gemini, Ollama, OpenCode. Blender AI addon and… | 969 | 389 | MIT | Oct 20 | Oct 21 |
| runesleo/x-reader | Universal content reader MCP Server for 10+ platforms | 967 | 94 | MIT | Oct 14 | Oct 14 |
| rohitg00/kubectl-mcp-server | Published in CNCF Landscape: A MCP server for Kubernetes. | 964 | 186 | MIT | Apr 8 | Oct 14 |
| SecretiveShell/MCP-Bridge | A middleware to provide an openAI compatible endpoint that can call MCP tools | 925 | 118 | MIT | Dec 8, 2025 | Oct 14 |
| sirkirby/unifi-mcp | MCP servers & Graph API for the UniFi suite of applications, Network, Protect, and Access | 901 | 119 | MIT | Oct 14 | Oct 14 |
| CursorTouch/Android-MCP | MCP Server for interacting with Android Devices. | 893 | 120 | MIT | Oct 14 | Oct 14 |
| hujjun/mcd-saver-strategist | 麦当劳省钱点餐助手（麦门精算师）｜麦当劳优惠券组合优化 Skill：拉取麦当劳菜单与全部可用优惠券，算出最省的点餐组合，巨无霸套餐 ¥47 → ¥21.9（省 53%）。McDonalds MCP（麦当劳 MCP）coupon optimizer · McDonalds China MCP Server · Agent Skill for… | 855 | 30 | MIT | Oct 19 | Oct 21 |
| Wh0am123/MCP-Kali-Server | MCP configuration to connect AI agent to a Linux machine. | 848 | 171 | MIT | Mar 17 | Oct 14 |
| kontext-security/browser-use-mcp-server | Browse the web, directly from Cursor etc. | 847 | 118 | MIT | May 20 | Oct 14 |
| jonigl/mcp-client-for-ollama | Harness the power of local LLMs with this TUI MCP Client for Ollama. Featuring all core MCP primitives (tools, prompts, resources), agent mode, multi-server, model switching… | 830 | 126 | MIT | Oct 13 | Oct 14 |
| mnemox-ai/idea-reality-mcp | Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI, Product Hunt. MCP server. 290+ stars. | 824 | 89 | MIT | Sep 18 | Oct 14 |
| zinja-coder/jadx-mcp-server | MCP server for JADX-AI Plugin | 802 | 134 | Apache-2.0 | Oct 9 | Oct 14 |
| FuzzingLabs/mcp-security-hub | A growing collection of MCP servers bringing offensive security tools to AI assistants. Nmap, Ghidra, Nuclei, SQLMap, Hashcat and more. | 800 | 102 | MIT | Apr 8 | Oct 8 |
| wshobson/maverick-mcp | Stock market MCP server for Yahoo Finance data, technical analysis, portfolio tracking, and Python backtesting. Runs locally with no API key for core tools. | 705 | 165 | MIT | Oct 13 | Oct 14 |
| zinja-coder/apktool-mcp-server | A MCP Server for APK Tool (Part of Android Reverse Engineering MCP Suites) | 672 | 68 | Apache-2.0 | Jul 2 | Oct 14 |
| redis/mcp-redis | The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficiently | 634 | 120 | MIT | Oct 13 | Oct 14 |
| dbt-labs/dbt-mcp | A MCP (Model Context Protocol) server for interacting with dbt. | 608 | 138 | Apache-2.0 | Oct 14 | Oct 14 |
| google/mcp-security | 532 | 146 | Apache-2.0 | Oct 6 | Oct 14 | |
| concierge-hq/concierge | Universal SDK for building next-gen MCP servers | 528 | 97 | Jun 9 | Oct 14 | |
| jkawamoto/mcp-youtube-transcript | MCP server retrieving transcripts of YouTube videos | 489 | 76 | MIT | Oct 4 | Oct 14 |
| peakmojo/applescript-mcp | MCP server that execute applescript giving you full control of your Mac | 465 | 58 | MIT | Feb 22 | Oct 14 |
| baidu-maps/mcp | Baidu Map MCP Server | 447 | 48 | MIT | Aug 22, 2025 | Oct 14 |
| InditexTech/mcp-teams-server | An MCP (Model Context Protocol) server implementation for Microsoft Teams integration, providing capabilities to read messages, create messages, reply to messages, mention members. | 444 | 41 | Apache-2.0 | Oct 13 | Oct 14 |
| robcerda/monarch-mcp-server | MCP Server for use with Monarch Money | 419 | 172 | MIT | Oct 13 | Oct 14 |
| drfccv/mcp-server-12306 | 12306 MCP Server 是一个基于 Model Context Protocol (MCP) 的高性能火车票查询后端系统。它通过标准化接口提供官方 12306 的实时数据服务，包括余票查询、车站信息、列车经停站、中转换乘方案等核心功能。 | 409 | 59 | MIT | Sep 30 | Oct 14 |
| kanaworksai-hue/audio-studio-mcp | Local AI BGM and sound effects for Claude Code and any MCP client. Stable Audio 3 on Apple Silicon (MLX) and Windows NVIDIA GPUs (PyTorch). No cloud, no API key. | 409 | 28 | MIT | Oct 20 | Oct 21 |
| joenorton/comfyui-mcp-server | lightweight Python-based MCP (Model Context Protocol) server for local ComfyUI | 408 | 85 | Apache-2.0 | Feb 17 | Oct 14 |
| ivnvxd/mcp-server-odoo | Model Context Protocol (MCP) server that enables AI assistants to securely interact with Odoo ERP systems through standardized resources and tools for data retrieval and… | 405 | 187 | MPL-2.0 | Oct 11 | Oct 14 |
| Shelpuk-AI-Technology-Consulting/kindly-web-search-mcp-server | Kindly Web Search MCP Server: Web search + robust content retrieval for AI coding tools (Claude Code, Codex, Cursor, GitHub Copilot, Gemini, etc.) and AI agents (Claude Desktop… | 399 | 34 | MIT | Oct 10 | Oct 14 |
| massive-com/mcp_massive | An MCP server for Massive.com Financial Market Data | 396 | 114 | MIT | Oct 8 | Oct 14 |
| onebirdrocks/ebook-mcp | A MCP server that supports mainstream eBook formats including EPUB, PDF and more. Simplify your eBook user experience with LLM. | 395 | 54 | Apache-2.0 | Jan 10 | Oct 14 |
| cbcoutinho/nextcloud-mcp-server | Nextcloud MCP Server | 384 | 92 | AGPL-3.0 | Oct 14 | Oct 14 |
| jianruntech/geo-score | Can AI engines cite your site, and do they? Free 0–100 readiness score on an open GEO rubric, plus ask and weekly citation tracking via OpenAI, Perplexity, Gemini, Anthropic and… | 374 | 5 | MIT | Oct 14 | Oct 14 |
| assafelovic/gptr-mcp | MCP server for enabling LLM applications to perform deep research via the MCP protocol | 372 | 66 | MIT | Nov 7, 2025 | Oct 14 |
| stefanoamorelli/sec-edgar-mcp | A SEC EDGAR MCP (Model Context Protocol) Server | 372 | 100 | AGPL-3.0 | Oct 3 | Oct 14 |
| Alex2Yang97/yahoo-finance-mcp | This is a Model Context Protocol (MCP) server that provides comprehensive financial data from Yahoo Finance. It allows you to retrieve detailed information about stocks, including… | 361 | 167 | MIT | Sep 19 | Oct 14 |
| Wh1isper/mcp-email-server | Full-featured, multi-account MCP email server for Windows, macOS, and Linux—read, search, organize, and send email via IMAP and SMTP. | 360 | 134 | BSD-3-Clause | Oct 13 | Oct 14 |
| voska/hass-mcp | Control and query Home Assistant from Claude and other LLMs — a Model Context Protocol (MCP) server. | 346 | 54 | MIT | Oct 10 | Oct 14 |
| makeplane/plane-mcp-server | Plane's Official Model Context Protocol Server | 340 | 192 | MIT | Oct 8 | Oct 14 |
| sunriseapps/imagesorcery-mcp | An MCP server providing tools for image processing operations | 333 | 53 | MIT | May 19 | Oct 14 |
| 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… | 332 | 54 | MIT | Oct 7 | Oct 14 |
| Omar-V2/mcp-ical | A Model Context Protocol Server that allows you to interact with your MacOS Calendar through natural language. | 332 | 75 | MIT | Apr 21, 2025 | Oct 14 |
| proxy-intell/facebook-ads-library-mcp | MCP Server for Facebook ADs Library - Get instant answers from FB's ad library | 313 | 43 | MIT | Aug 12 | Oct 14 |
| graygnatconsole/mcp-audit-tool | Security audit CLI for Model Context Protocol (MCP) servers — scan AI agent configs for tool poisoning, rug pulls, hardcoded secrets, command injection & supply-chain risks. Pure… | 306 | 5 | MIT | Sep 26 | Oct 15 |
| FradSer/mcp-server-mas-sequential-thinking | An advanced sequential thinking process using a Multi-Agent System (MAS) built with the Agno framework and served via MCP. | 305 | 45 | Oct 13 | Oct 14 | |
| Arindam200/reddit-mcp | Model Context Protocol server implementation for Reddit | 302 | 42 | MIT | Dec 21, 2025 | Oct 14 |
| wiresage/mikrotik-mcp | MCP server for Mikrotik | 301 | 67 | MIT | Oct 11 | Oct 14 |
| Rudra-ravi/wikipedia-mcp | A Model Context Protocol (MCP) server that retrieves information from Wikipedia to provide context to LLMs. | 299 | 59 | MIT | May 1 | Oct 14 |
| the-momentum/apple-health-mcp-server | MCP server for querying Apple Health data with natural language using DuckDB under the hood. | 279 | 25 | MIT | Jul 9 | Oct 14 |
| c1pher-cn/ha-mcp-for-xiaozhi | Homeassistant MCP server for 小智AI | 274 | 55 | MIT | Sep 9 | Oct 14 |
| guaardvark/guaardvark | Self-hosted AI studio on your own GPU: chat with your files (RAG), screen and browser agents, coding swarms, LoRA training, an MCP server for Claude Code and Cursor, and local… | 263 | 55 | MIT | Oct 13 | Oct 14 |
| maorcc/gimp-mcp | GIMP MCP server | 258 | 47 | GPL-3.0 | May 29 | Oct 14 |
| FavioVazquez/showtime | A local video studio for your coding agent. Describe a video in one sentence: your agent directs, your machine renders. Claude Code, Codex, Cursor, Devin and more. No API keys, no… | 257 | 23 | MIT | Oct 15 | Oct 15 |
| spkane/freecad-addon-robust-mcp-server | The FreeCAD Robust MCP server and MCP Bridge Workbench/Addon | 255 | 59 | MIT | Oct 1 | Oct 14 |
| modelscope/MCPBench | The evaluation benchmark on MCP servers | 252 | 17 | Apache-2.0 | Sep 3, 2025 | Oct 14 |
| gensecaihq/Wazuh-MCP-Server | Production-grade MCP server for Wazuh SIEM — 55 security tools for alert triage, threat hunting, vulnerability management, compliance (PCI DSS, GDPR, HIPAA, NIST CSF, ISO 27001)… | 251 | 65 | MIT | Oct 9 | Oct 14 |
| wenb1n-dev/mysql_mcp_server_pro | Model Context Protocol (MCP) server that supports secure interaction with MySQL databases and has anomaly analysis capabilities.更加牛逼！更加好用！不仅止于mysql的增删改查功能；… | 249 | 46 | MIT | Aug 28, 2025 | Oct 14 |
| yzg1226/mcd-party-officer | 麦当劳门店派对成团调度 Skill — 把派对从「策划」推进到「办得成」：成团概率雷达 / 包场vs拼团 / 择日黄历 / 儿童营养指数 / 招募卡与邀请函 | 244 | 7 | MIT | Oct 10 | Oct 15 |
| Aletheore/Aletheore | Evidence-grounded repository audit CLI - deterministic scanner, MCP server, live dashboard, and a GitHub Action that posts PR diffs. | 243 | 22 | Oct 14 | Oct 14 | |
| netboxlabs/netbox-mcp-server | Model Context Protocol (MCP) server for read-only interaction with NetBox data in LLMs | 243 | 102 | Apache-2.0 | Oct 14 | Oct 14 |
| montevive/penpot-mcp | Penpot MCP server | 240 | 31 | Nov 1, 2025 | Oct 14 | |
| YuChenSSR/mindmap-mcp-server | mindmap, mcp server, artifact | 240 | 23 | MIT | May 20, 2025 | Oct 14 |
| hellokaton/unsplash-mcp-server | A MCP server for Unsplash image search. | 237 | 26 | MIT | Oct 12 | Oct 14 |
| portainer/portainer-mcp | Official Portainer MCP server | 237 | 48 | MIT | Oct 8 | Oct 14 |
| mikegc-aws/Lambda-MCP-Server | Creates a simple MCP tool server with "streaming" HTTP. | 236 | 50 | MIT-0 | Jun 18, 2025 | Oct 14 |
| zwldarren/akshare-one-mcp | MCP server that provides access to Chinese stock market data using akshare-one | 233 | 52 | MIT | Oct 8 | Oct 14 |
| initMAX/zabbix-mcp-server | MCP server for the complete Zabbix API - 237 tools, multi-server, OAuth 2.1 + bearer auth, PDF reports, systemd ready. Works with ChatGPT, Claude, VS Code, Codex, JetBrains and… | 231 | 48 | AGPL-3.0 | Oct 14 | Oct 14 |
| Qoyyuum/mcp-metatrader5-server | A Model Context Protocol (MCP) server for interacting with the MetaTrader 5 trading platform. This server provides AI assistants with tools and resources to access market data… | 230 | 79 | Oct 12 | Oct 14 | |
| jagan-shanmugam/open-streetmap-mcp | An OpenStreetMap MCP server implementation that enhances LLM capabilities with location-based services and geospatial data. | 228 | 52 | MIT | Jul 12, 2025 | Oct 14 |
| atom2ueki/mcp-server-synology | Model Context Protocol (MCP) server for Synology NAS - Enables AI assistants (Claude, Cursor, Continue) to manage files, downloads, and system operations through secure API… | 227 | 42 | MIT | Oct 13 | Oct 14 |
| comet-ml/opik-mcp | Model Context Protocol (MCP) server for Opik, the open-source LLM observability and evaluation platform, built by Comet. Read traces, log scores, and manage prompts from Claude… | 222 | 38 | Apache-2.0 | Oct 8 | Oct 14 |
| lmwilki/civ6-mcp | An MCP server that lets LLM agents play Civilization VI. | 217 | 45 | MIT | Oct 13 | Oct 14 |
| finite-sample/rmcp | R MCP Server | 213 | 15 | MIT | Oct 14 | Oct 14 |
| LSPosed/dexsql-release | SQL for Android apk and dex files | 213 | 13 | Oct 18 | Oct 21 | |
| CursorTouch/MacOS-MCP | Lightweight MCP server for computer use in MacOS | 204 | 32 | MIT | Oct 12 | Oct 14 |
| jgravelle/jdocmunch-mcp | The leading, most token-efficient MCP server for documentation exploration and retrieval via structured section indexing | 204 | 48 | Oct 14 | Oct 14 | |
| kubeflow/mcp-apache-spark-history-server | MCP Server and CLI for Apache Spark History Server. Debug Spark applications from AI agents, scripts, or the terminal. | 204 | 78 | Apache-2.0 | Oct 12 | Oct 14 |
| jlbadano/ig-mcp | A production-ready Model Context Protocol (MCP) server that enables AI applications to seamlessly interact with Instagram Business accounts. | 197 | 52 | MIT | Feb 9 | Oct 14 |
| StarRocks/mcp-server-starrocks | StarRocks MCP (Model Context Protocol) Server | 195 | 67 | Apache-2.0 | Sep 8 | Oct 14 |
| sparfenyuk/mcp-telegram | MCP server to work with Telegram through MTProto | 189 | 37 | MIT | Mar 14, 2025 | Oct 14 |
| loulanyue/agent-control | High-performance AI Agent Control Plane, Task Orchestration & Model Context Protocol (MCP) Platform | 184 | 6 | Apache-2.0 | Oct 14 | Oct 15 |
| ravikiranvm/aws-finops-mcp-server | An MCP (Model Context Protocol) server that brings powerful AWS FinOps capabilities directly into your AI assistant. Analyze cloud costs, audit for waste, and get budget insights… | 183 | 55 | MIT | Jun 11, 2025 | Oct 14 |
| serpapi/serpapi-mcp | SerpApi MCP Server for Google and other search engine results | 180 | 43 | MIT | Oct 12 | Oct 14 |
| ktanaka101/mcp-server-duckdb | A Model Context Protocol (MCP) server implementation for DuckDB, providing database interaction capabilities | 179 | 21 | MIT | May 5, 2025 | Oct 14 |
| qcri/codebadger | codebadger is a containerized Model Context Protocol (MCP) server that gives AI agents and LLMs deep, queryable access to a codebase's structure and data flow through Joern Code… | 174 | 23 | GPL-3.0 | Aug 31 | Oct 14 |
| ali-kamali/Axon.MCP.Server | Transform your codebase into an intelligent knowledge base for AI-powered development with Cursor IDE, Google AntiGravity, and MCP-enabled assistants | 166 | 24 | Jun 30 | Oct 14 | |
| entanglr/zettelkasten-mcp | A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, explore and synthesize atomic notes through… | 166 | 32 | MIT | Apr 25, 2025 | Oct 14 |
| Dicklesworthstone/ultimate_mcp_server | Comprehensive MCP server exposing dozens of capabilities to AI agents: multi-provider LLM delegation, browser automation, document processing, vector ops, and cognitive memory… | 161 | 28 | Sep 27 | Oct 14 | |
| jbeno/cursor-notebook-mcp | Model Context Protocol (MCP) server designed to allow AI agents within Cursor to interact with Jupyter Notebook (.ipynb) files | 161 | 17 | Nov 8, 2025 | Oct 14 | |
| kujenga/zotero-mcp | Lightweight Model Context Protocol (MCP) server for the Zotero API, in Python | 161 | 26 | MIT | Aug 7 | Oct 14 |
| Vortiago/mcp-outline | A Model Context Protocol (MCP) server enabling AI assistants to interact with Outline documentation services. | 156 | 45 | MIT | Aug 5 | Oct 14 |
| GobinFan/python-mcp-server-client | 支持查询主流agent框架技术文档的MCP server（支持stdio和sse两种传输协议）, 支持 langchain、llama-index、autogen、agno、openai-agents-sdk、mcp-doc、camel-ai 和 crew-ai | 153 | 39 | May 5, 2025 | Oct 14 | |
| Snseam/boss-zhipin-mcp | BOSS直聘 MCP Server — 用 AI 自动化招聘流程：批量搜索候选人、简历截图OCR、智能评估、多关键词筛选 | BOSS Zhipin Recruiter Automation via Model Context Protocol | 149 | 28 | Mar 31 | Oct 14 | |
| cameronrye/openzim-mcp | OpenZIM MCP is a modern, secure, and high-performance MCP (Model Context Protocol) server that enables AI models to access and search ZIM format knowledge bases offline. | 145 | 15 | MIT | Oct 13 | Oct 14 |
| sepehr071/awesome-iran-mcp | 24 MCP servers (385 tools) that give AI agents the Iranian web: Digikala, Torob, Divar, Snappfood, Jabama, MrBilit, Paziresh24, Taaghche and more. Prices in Toman. | 143 | 16 | MIT | Oct 21 | Oct 21 |
| ThinkFlowLab/system1-agents | System 1 decision models (Jev, Laya, Cua-S1) as brain for agents: Browser use, computer use, games and robotics | 143 | 23 | Apache-2.0 | Oct 15 | Oct 15 |
| cobanov/teslamate-mcp | A Model Context Protocol (MCP) server that provides access to your TeslaMate database, allowing AI assistants to query Tesla vehicle data and analytics. | 141 | 23 | MIT | Oct 13 | Oct 14 |
| puravparab/Gitingest-MCP | mcp server for gitingest | 137 | 23 | MIT | Mar 21, 2025 | Oct 14 |
| wso2/fhir-mcp-server | FHIR MCP Server – helping you expose any FHIR Server or API as a MCP Server. | 137 | 57 | Apache-2.0 | Oct 12 | Oct 14 |
| nkapila6/mcp-local-rag | "primitive" RAG-like web search model context protocol (MCP) server that runs locally. no APIs | 134 | 21 | MIT | Aug 31 | Oct 14 |
| LucasHild/mcp-server-bigquery | A Model Context Protocol server that provides access to BigQuery | 131 | 41 | MIT | Mar 26 | Oct 14 |
| baryhuang/mcp-hubspot | A Model Context Protocol (MCP) server that enables AI assistants to interact with HubSpot CRM data, providing built-in vector storage and caching mechanisms help overcome HubSpot… | 130 | 63 | MIT | Nov 11, 2025 | Oct 14 |
| AuraFriday/Fusion-360-MCP-Server | Control Fusion 360 with any AI through Model Context Protocol (MCP) | 127 | 26 | Jan 28 | Oct 14 | |
| aarora79/aws-cost-explorer-mcp-server | MCP server for understanding AWS spend | 126 | 31 | MIT | Apr 14, 2025 | Oct 14 |
| Azure-Samples/remote-mcp-functions-python | Getting Started with Remote MCP Servers using Azure Functions (Python) | 125 | 83 | MIT | Oct 13 | Oct 14 |
| reminia/zendesk-mcp-server | A Model Context Protocol server for Zendesk | 123 | 90 | Apache-2.0 | Aug 27 | Oct 14 |
| aikts/yandex-tracker-mcp | Yandex Tracker MCP Server with OAuth2 support | 122 | 39 | Apache-2.0 | Sep 6 | Oct 14 |
| perforce/p4mcp-server | [Community Supported] Perforce P4 MCP Server is a Model Context Protocol (MCP) server that integrates with the Perforce P4 version control system. | 122 | 28 | MIT | Sep 25 | Oct 14 |
| OSINT-Experts-Society/Consensus-OSINT | OSINT tool for username search, email lookup and phone intelligence. 7,900+ lookup modules standardised from 19 projects, with enriched results, evidence graphs and MCP… | 119 | 19 | GPL-3.0 | Oct 15 | Oct 15 |
| ghchen99/mcp-musescore | A Model Context Protocol (MCP) server that provides programmatic control over MuseScore! | 117 | 32 | MIT | Oct 13 | Oct 14 |
| ScrapeGraphAI/scrapegraph-mcp | ScapeGraph MCP Server | 115 | 38 | MIT | Jul 17 | Oct 14 |
| avivsinai/langfuse-mcp | A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse trace data for enhanced debugging and observability | 113 | 29 | MIT | Oct 11 | Oct 14 |
| tetrionlabs/mathema | Claim-Driven Development: turn software intent into verifiable evidence. | 109 | 0 | Oct 14 | Oct 15 | |
| gensecaihq/pfsense-mcp-server | Model Context Protocol (MCP) server for pfSense firewall management. Control firewall rules, VPNs, DNS, DHCP and diagnostics in natural language from Claude Desktop, Claude Code… | 108 | 21 | MIT | Oct 9 | Oct 14 |
| roadwy/cve-search_mcp | A Model Context Protocol (MCP) server for querying the CVE-Search API | 107 | 15 | MIT | Jul 26, 2025 | Oct 14 |
| jonigl/ollama-mcp-bridge | Extend the Ollama API with dynamic AI tool integration from multiple MCP (Model Context Protocol) servers. Fully compatible, transparent, and developer-friendly, ideal for… | 104 | 39 | MIT | Sep 25 | Oct 14 |
| yzfly/mcp-python-interpreter | MCP Python Interpreter: run python code. Python-mcp-server, mcp-python-server, Code Executor | 104 | 35 | Jul 2 | Oct 14 | |
| fdrechsler/mcp-server-idapro | A Model Context Protocol (MCP) server that enables AI assistants to interact with IDA Pro for reverse engineering and binary analysis tasks. | 102 | 27 | MIT | Mar 26, 2025 | Oct 14 |
| the-momentum/fhir-mcp-server | FHIR MCP Server for handling medical data standard. | 102 | 19 | MIT | Oct 23, 2025 | Oct 14 |
| georgeantonopoulos/Basecamp-MCP-Server | MCP server for Basecamp 3 with OAuth, FastMCP, and 75 tools for projects, todos, messages, card tables, docs, uploads, and search. | 101 | 43 | MIT | Sep 28 | Oct 14 |
| MiniMax-AI/MiniMax-Coding-Plan-MCP | Specialized MiniMax Model Context Protocol (MCP) server designed for coding-plan users, featuring AI-powered search and vision analysis APIs optimized for code development… | 101 | 31 | MIT | Aug 20 | Oct 14 |
| Sharan-Kumar-R/Custom-MCP-Server | MCP server for scraping LinkedIn, Facebook, Instagram profiles and Google search. | 98 | 76 | Jun 27, 2025 | Oct 14 | |
| ComPDFKit/compdf-mcp | A lightweight MCP (Model Context Protocol) server for integrating ComPDF AI with Claude Desktop, enabling AI-powered intelligent document processing and data extraction from PDFs… | 97 | 8 | Apache-2.0 | Aug 6 | Oct 14 |
| TheRaLabs/legion-mcp | A server that helps people access and query data in databases using the Legion Query Runner with Model Context Protocol (MCP) in Python. | 95 | 28 | GPL-3.0 | May 11, 2025 | Oct 14 |
| dweigend/joplin-mcp-server | A Model Context Protocol (MCP) Server for that enables note access through the Perfect for integration with AI assistants like Claude. | 94 | 17 | MIT | Aug 12 | Oct 14 |
| simovilab/infobus-mcp | Model Context Protocol server enabling AI assistants to access transit information through standardized interfaces | 94 | 3 | Nov 7, 2025 | Oct 14 | |
| bsab/italia-mcp-servers | Catalogo curato dei server MCP (Model Context Protocol) italiani — dati pubblici, legal-tech, fatturazione, PA e altro. | 92 | 5 | MIT | Sep 11 | Oct 14 |
| hoangsonww/AI-Agents-Orchestrator | Intelligent orchestration system that coordinates multiple AI coding assistants (Claude, Codex, Gemini CLI, Copilot CLI) to collaborate on complex software development tasks via… | 92 | 29 | MIT | Sep 27 | Oct 14 |
| INFOKOM-KI/Wazuh-MCP-Server | Wazuh MCP Server: AI-Driven SOC Automation | 92 | 25 | BSD-3-Clause | Oct 14 | Oct 14 |
| theailanguage/terminal_server | MCP server that can execute terminal commands | 91 | 30 | Jun 23, 2025 | Oct 14 | |
| AndyEverything/openproject-mcp-server | A Model Context Protocol (MCP) server that provides seamless integration with OpenProject API v3. | 88 | 60 | Mar 13 | Oct 14 | |
| KorigamiK/markitdown_mcp_server | A Model Context Protocol (MCP) server that converts various file formats to Markdown using the MarkItDown utility. | 88 | 17 | MIT | Dec 21, 2025 | Oct 14 |
| optuna/optuna-mcp | The Optuna MCP Server is a Model Context Protocol (MCP) server to interact with Optuna APIs. | 88 | 26 | MIT | Aug 5 | Oct 14 |
| ajtudela/nav2_mcp_server | MCP server that provides tools and resources to control and monitor robots using Nav2. | 87 | 25 | Apache-2.0 | May 22 | Oct 14 |
| tmonk/mcp-stata | A lightweight Model Context Protocol (MCP) server for Stata. Execute commands, inspect data, retrieve stored results (r()/e()), and view graphs in your chat interface. Built for… | 86 | 20 | AGPL-3.0 | May 12 | Oct 14 |
| keboola/mcp-server | Model Context Protocol (MCP) Server for the Keboola Platform | 85 | 24 | MIT | Oct 14 | Oct 14 |
| groovyBugify/aws-security-mcp | A Model Context Protocol server that connects AI assistants like Claude to AWS security services, allowing them to autonomously query, inspect, and analyze AWS infrastructure for… | 84 | 16 | Apache-2.0 | Jul 25, 2025 | Oct 14 |
| jztan/redmine-mcp-server | MCP server connecting AI assistants to Redmine: issues, projects, wikis, time tracking, agile boards, and CRM, with OAuth2 multi-user support | 84 | 39 | MIT | Oct 14 | Oct 14 |
| JordanGunn/gdal-mcp | Model Context Protocol server that packages GDAL-style geospatial workflows through Python-native libraries (Rasterio, GeoPandas, PyProj, etc.) to give AI agents catalog… | 82 | 7 | MIT | May 25 | Oct 14 |
| twelvedata/mcp | Twelve Data MCP (Model Context Protocol) Server provides seamless, real-time access to financial market data via WebSocket, enabling reliable streaming of price quotes, market… | 82 | 26 | Oct 1 | Oct 14 | |
| hannesrudolph/imessage-query-fastmcp-mcp-server | An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP). This server is built with the FastMCP framework and the imessagedb library… | 81 | 18 | Feb 3 | Oct 14 | |
| Shy2593666979/mcp-server-email | 一个基于 MCP (Model Context Protocol) 的邮件服务，支持 LLM 发送带附件的电子邮件及在指定目录中搜索文件。提供安全的 SMTP 传输、多收件人支持和附件模式匹配搜索功能，适用于 Gmail、Outlook、Yahoo、QQ 邮箱和网易 126 邮箱等主流邮箱服务。 | 81 | 19 | MIT | Apr 27, 2025 | Oct 14 |
| RayenMlayeh/jevcrawl | MCP server and CLI that crawls websites for AI agents: finds the answer page 2x more often than Crawl4AI, 10x cheaper per answer than letting Claude crawl. | 80 | 7 | Apache-2.0 | Oct 15 | Oct 21 |
| skyvanguard/awesome-ai-pentesting | A curated list of AI-powered pentesting tools, frameworks, MCP servers, and resources for autonomous cybersecurity operations | 77 | 14 | MIT | Oct 9 | Oct 14 |
| BilkentAudio/Wwise-MCP | Wwise-MCP is a Model Context Protocol (MCP) server that enables large language models (LLMs) to interact with the Wwise Authoring application. It exposes a set of tools built on a… | 76 | 12 | Apache-2.0 | Oct 4 | Oct 14 |
| bitDive/mcp-server | BitDive Model Context Protocol (MCP) server. The Autonomous Quality Loop for AI agents. Provides real runtime context, before/after trace comparison, and integration testing… | 75 | 18 | May 30 | Oct 14 | |
| Haohao-end/mcp-agent | A modular Python framework implementing the Model Context Protocol (MCP). It features a standardized client-server architecture over StdIO, integrating LLMs with external tools… | 74 | 15 | Jul 4 | Oct 14 | |
| xorrkaz/cml-mcp | A Model Context Protocol (MCP) Server for Cisco Modeling Labs (CML) | 74 | 43 | BSD-2-Clause | Oct 14 | Oct 14 |
| jonashertner/opencaselaw | Open Swiss legal corpus + MCP server: 1M+ court decisions (1875–today), 21k laws, 10M-edge citation graph, 42 MCP tools. CC0 data, MIT code. Live at mcp.opencaselaw.ch | 73 | 17 | MIT | Oct 14 | Oct 14 |
| KuudoAI/amazon_ads_mcp | Amazon Ads MCP - Model Context Protocol server for Amazon Advertising API | 73 | 24 | MIT | Oct 12 | Oct 14 |
| TedHaley/pensieve | Pensieve: never lose the thread. A local MCP server and Mac app that links your files, repos, agent sessions, tickets and messages into one thread per task, for you and your AI… | 72 | 8 | MIT | Oct 21 | Oct 21 |
| AIAnytime/Awesome-MCP-Servers | A curated directory of Model Context Protocol (MCP) servers, plus runnable reference implementations in Python. | 71 | 178 | MIT | Oct 14 | Oct 14 |
| surajrimal07/NepseAPI-Unofficial | Unlock Nepal Stock Exchange (NEPSE) data with this powerful unofficial API. Features REST, WebSocket, and a first-of-its-kind Model Context Protocol (MCP) server, enabling AI… | 64 | 28 | MIT | Oct 14 | Oct 14 |
| qinyuanpei/mcp-server-weibo | 基于 Model Context Protocol 的微博数据接口服务器 - 实时获取微博用户信息、动态内容、热搜榜单、粉丝关注数据。支持用户搜索、内容搜索、话题分析，为 AI 应用提供完整的微博数据接入方案。 | 63 | 19 | MIT | Sep 16 | Oct 14 |
| RohanAnandPandit/trading212-mcp-server | The Trading212 MCP server is a Model Context Protocol server implementation that provides seamless data connectivity to the Trading212 trading platform enabling advanced… | 63 | 18 | MIT | Oct 10 | Oct 14 |
| bsab/france-mcp-servers | A curated catalog of Model Context Protocol servers for French data, laws, and services. | 62 | 3 | MIT | Sep 8 | Oct 14 |
| dhanababum/supermcp | SuperMCP - Create multiple isolated MCP servers using a single connector. Build powerful Model Context Protocol integrations for databases (PostgreSQL, MSSQL) with FastAPI… | 61 | 8 | MIT | May 25 | Oct 14 |
| isdaniel/mcp_weather_server | A Model Context Protocol (MCP) server that provides weather information using the Open-Meteo API. | 61 | 36 | Apache-2.0 | Sep 9 | Oct 14 |
| guillochon/mlb-api-mcp | A Model Context Protocol (MCP) server that provides comprehensive access to MLB statistics and baseball data through a FastMCP-based interface. | 59 | 12 | MIT | Aug 1 | Oct 14 |
| nihalxkumar/arch-mcp | Arch Linux MCP (Model Context Protocol) Server | 59 | 15 | GPL-3.0 | Mar 10 | Oct 14 |
| ruudmens/Koppla | A Model-Context-Protocol (MCP) Server for Active Directory | 59 | 10 | MIT | Apr 14, 2025 | Oct 14 |
| MiniMax-AI/minimax_search | MiniMax Search is an MCP (Model Context Protocol) server that provides web search and browsing capabilities. | 58 | 13 | Nov 3, 2025 | Oct 14 | |
| nim444/mcp-android-server-python | MCP Android agent - This project provides an *MCP (Model Context Protocol)* server for automating Android devices using uiautomator2. It's designed to be easily plugged into AI… | 58 | 12 | MIT | Nov 21, 2025 | Oct 14 |
| palewire/datawrapper-mcp | A Model Context Protocol (MCP) server and app for creating Datawrapper charts using AI assistants. | 57 | 12 | MIT | Oct 1 | Oct 14 |
| baryhuang/mcp-headless-gmail | A MCP (Model Context Protocol) server that provides get, send Gmails without local credential or token setup. | 55 | 29 | MIT | May 24, 2025 | Oct 14 |
| PrefectHQ/prefect-mcp-server | Prefect MCP server | 54 | 40 | MIT | Oct 1 | Oct 14 |
| AdsMCP/tiktok-ads-mcp-server | TikTok Ads MCP Server – Model Context Protocol Server for TikTok Ads Marketing API Integration | 53 | 18 | MIT | Oct 9 | Oct 14 |
| dremio/dremio-mcp | Dremio MCP server | 53 | 45 | Apache-2.0 | Oct 7 | Oct 14 |
| Kerneta/daidocs | Open plain-text file format for AI memory. Your assistant's long-term memory as .dai files on your disk: readable by Claude, GPT, Gemini, Cursor, local models and grep (all LLM… | 53 | 4 | Apache-2.0 | Oct 7 | Oct 14 |
| vanto/beanquery-mcp | Beancount MCP Server is an experimental implementation that utilizes the Model Context Protocol (MCP) to enable AI assistants to query and analyze Beancount ledger files using… | 53 | 5 | MIT | Apr 1, 2025 | Oct 14 |
| PixVerseAI/PixVerse-MCP | Official PixVerse Model Context Protocol (MCP) server that enables interaction with powerful AI video generation APIs. | 52 | 14 | MIT | Oct 22, 2025 | Oct 14 |
| tanbro/uiautomator2-mcp-server | A MCP (Model Context Protocol) server that provides tools for controlling and interacting with Android devices using uiautomator2. | 52 | 10 | Apache-2.0 | Oct 14 | Oct 14 |
| undergroundrap/UEFN-TOOLBELT | UEFN Toolbelt: 362 Python automation tools across 55 categories, with a PySide6 dashboard and an experimental, authenticated same-user loopback bridge for local AI control.… | 52 | 8 | Oct 14 | Oct 14 | |
| OkGoDoIt/beemcp | BeeMCP: an unofficial Model Context Protocol (MCP) server that connects your Bee wearable lifelogger to AI via the Model Context Protocol | 51 | 9 | MIT | Mar 31, 2025 | Oct 14 |
| AnalyticAce/binance-mcp-server | Unofficial tools and server implementation for Binance's Model Context Protocol (MCP). Designed to support developers building crypto trading AI Agents. | 50 | 21 | MIT | Sep 15 | Oct 14 |
| zscaler/zscaler-mcp-server | Zscaler Integration MCP Server is a Model Context Protocol (MCP) server designed for managing Several Zscaler Products using Large Language Models (LLMs). | 49 | 33 | MIT | Oct 12 | Oct 14 |
| MarcusJellinghaus/mcp-workspace | MCP Workspace Server: A secure Model Context Protocol server providing file, git, and GitHub tools for AI assistants within a sandboxed project directory. | 48 | 16 | MIT | Oct 14 | Oct 14 |
| Abhigyan-Shekhar/Waggle-mcp | MCP server for external memory layer for AI agents + more . Download from pypi , and get started | 44 | 139 | Apache-2.0 | Oct 9 | Oct 14 |
| trendsmcp-ai/Trends-MCP | MCP server for live trend data. Query Google Search, YouTube, TikTok, Reddit, Amazon, Wikipedia, News sentiment, Web Traffic, App Downloads, Steam, npm and more. Works with… | 44 | 3 | MIT | Aug 29 | Oct 14 |
| jonaolden/pbixray-mcp-server | MCP server to give llms such as Claude, GitHub Copilot etc full PowerBI model context (from input .pbix) through tools based on PBIXRay python package. | 43 | 14 | MIT | May 26, 2025 | Oct 14 |
| Kiran1689/storyblok-mcp-server | A modular, extensible MCP Server for managing Storyblok spaces, stories, components, assets, workflows, and more via the Model Context Protocol (MCP). | 41 | 7 | MIT | Jun 22, 2025 | Oct 14 |
| EncrEor/rlm-claude | Recursive Language Models for Claude Code - Infinite memory solution inspired by MIT CSAIL paper | 39 | 10 | MIT | Oct 7 | Oct 14 |
| jtauschl/openproject-ce-mcp | MCP server for OpenProject Community Edition: projects, work packages, time tracking, meetings, wiki and more as preview-first tools for AI agents such as Claude Code, Codex and… | 33 | 14 | MIT | Oct 14 | Oct 14 |
| mcparmory/registry | Production-ready MCP servers for 70+ APIs — GitHub, Google, Notion, Jira & more. Generated from OpenAPI specs, tested against live APIs. Works with Claude Desktop, Cursor, Codex &… | 32 | 4 | May 12 | Oct 14 | |
| jschuller/mcp-server-servicenow | ServiceNow MCP server for Claude Code, GitHub Copilot, Codex and any MCP client: Table API, CMDB, schema, aggregates and update sets, plus four guided skills. Read-only identities… | 24 | 11 | MIT | Oct 13 | Oct 14 |
| feiskyer/mcp-kubernetes-server | A Model Context Protocol (MCP) server that enables AI assistants to interact with Kubernetes clusters. It serves as a bridge between AI tools (like Claude, Cursor, and GitHub… | 20 | 9 | Apache-2.0 | Feb 4 | Oct 14 |
| FlorianBruniaux/google-search-console-mcp | 96 MCP tools for Google Search Console, Bing, GA4 and CrUX: SEO audits, traffic diagnostics, local crawl evidence, guarded submissions, Claude/Codex playbooks and opt-in bounded… | 18 | 4 | MIT | Oct 11 | Oct 14 |
| star-ga/mind-mem | Persistent AI memory for Claude Code, OpenClaw, and any MCP-compatible agent. BM25F + vector hybrid, governance-aware, local-first, zero-infrastructure. | 18 | 4 | Apache-2.0 | Oct 14 | Oct 14 |
| sunilgentyala/aegis-integrity | Free, local-first academic integrity checker and MCP server: citation hallucination detection, AI-text and plagiarism signals, venue guideline checks (IEEE, ACM, Elsevier).… | 17 | 5 | MIT | Oct 14 | Oct 14 |
| olanokhin/openresearch-mcp | Zero-auth, security-hardened cross-domain research MCP server: web, academic, GitHub, news, weather, macro/finance, SEC, biomedical, Bluesky, YouTube. SSRF and prompt-injection… | 11 | 1 | Apache-2.0 | Jul 8 | Oct 14 |
| javiarmesto/Workshop-MCP-Server-Directions-Lab | Python STDIO MCP workshop with local mock data and an optional connection to your Business Central sandbox. | 10 | 3 | Oct 6 | Oct 14 | |
| robertheadley/Roo-Code-MCP-installer | An MCP server installer for Roo Code. Handles the installation from Github, requirements, package management, update, installation and MCP Json configuration. | 10 | 1 | May 7, 2025 | Oct 14 | |
| elad12390/web-research-assistant | MCP server for SearXNG with 13 production-ready tools for web search, package info, GitHub integration, error translation, API docs, and more | 9 | 4 | MIT | Aug 4 | Oct 14 |
| Alpha-Park/awesome-ai-agent-skills | Categorized index of 718 public GenPark AI agent skills, with tested Python packages and MCP integrations. | 8 | 0 | MIT | Oct 12 | Oct 14 |
| ellmos-ai/bach | BACH v3.13.0-bluesky: local-first text-based OS for LLM agents with SQLite memory, 113+ handlers, 550+ tools, MCP servers, scheduler and multi-agent orchestration | 8 | 3 | MIT | Oct 14 | Oct 14 |
| MohammadHijjawi97/since-cutoff | Find which APIs of your pinned Python dependencies changed after your coding model's training cutoff, and give the agent short AGENTS.md / CLAUDE.md notes from a static API diff.… | 8 | 5 | MIT | Oct 11 | Oct 14 |
| Sagargupta16/awesome-mcp-servers | A curated list of MCP (Model Context Protocol) servers, tools, frameworks, and resources | 7 | 66 | CC0-1.0 | Oct 14 | Oct 14 |
| mahdi-salmanzade/MCP-Dubai | MCP Server for Dubai & UAE public APIs real estate, transport, statistics, education, health, business & more. Connect AI agents to Dubai Pulse, RTA, DLD, KHDA, DHA data. دبي | 6 | 5 | MIT | Oct 13 | Oct 14 |
| eltociear/skill-audit-mcp | Static security scanner for MCP servers, agent skills & plugins: 17 attack patterns / 60 regex signatures, calibrated to a 1% false-positive rate over 196 public MCP servers. In… | 5 | 1 | MIT | Sep 30 | Oct 14 |
| kdev1966/Handoff-CLI | Shared, persistent memory for your AI coding assistants (Claude Code, Copilot, Cursor, Gemini CLI, Codex…): a local MCP server and CLI that hand work over between tools… | 5 | 1 | MIT | Oct 14 | Oct 14 |
| sachinshelke/ToolsConnector | Open-source Python library for 73 API connectors — Gmail, Slack, GitHub, Stripe, OpenAI, Anthropic & more. MCP server, OpenAI function calling, Anthropic tool use. 1,519 actions… | 5 | 4 | Apache-2.0 | Sep 25 | Oct 14 |
| Lipdog/fossick-mcp | Search all of GitHub from your AI agent — find libraries, drill into repos, search code patterns. MCP server for Claude, Cursor, and other agents. | 4 | 1 | MIT | Apr 13 | Oct 14 |
| ryan-phq2005h1/github-mcp-server | Official GitHub MCP Server — connect AI agents to GitHub API | 4 | 0 | MIT | Aug 5 | Oct 14 |
| wanzunz/github_graphql_api_mcp | A Model Control Protocol (MCP) server for exploring the GitHub GraphQL schema and executing optimized queries. Provides AI assistants with efficient GitHub data retrieval… | 4 | 1 | Dec 12, 2025 | Oct 14 | |
| cfdude/mcp-perplexity-pro | Perplexity MCP server with some pro options, multiple deployment and full API support | 3 | 1 | MIT | Oct 14 | Oct 14 |
| AStheTECH/mewcp-github | Github MCP Server | 2 | 0 | Sep 18 | Oct 14 | |
| flickleafy/mcp-github-repo-creator | MCP GitHub Repository Creator - A Model Context Protocol server that provides tools for AI applications like GitHub Copilot to automatically analyze repositories and create GitHub… | 2 | 1 | GPL-3.0 | Aug 10, 2025 | Oct 14 |
| sunnamed434/awesome-mcp-registry | AI-curated, self-updating directory of MCP servers. Discovered from GitHub & the official registry, analyzed and ranked by AI weekly. | 2 | 7 | MIT | Oct 11 | Oct 14 |
| suyu-creator/github-code-rag-mcp | MCP server for real-time GitHub code search and reuse. FTS5 full-text index + Bing fallback + bonus requirements analysis Agent. Zero git clone, zero vector DB, only 1 dependency. | 2 | 0 | MIT | Aug 25 | Oct 14 |
| turnnoblindeye/wellness-project-mcp | Connect Apple Health, Fitbit, Oura, and Health Connect to Claude and ChatGPT. Hosted fitness MCP server. | 2 | 0 | MIT | Oct 10 | Oct 14 |
| vinit-devops/repo-architecture-mcp | An MCP server that provides architecture insights by creating diagrams of class, service, and data-flow relationships across the codebase. | 2 | 0 | MIT | Oct 23, 2025 | Oct 14 |
| adityatiwari101104/contribos | Get trusted, get merged, come back: an open-source guide and MCP server for contributors in the AI era. | 1 | 3 | MIT | Oct 14 | Oct 14 |
| C-you-know/Github-Issues-MCP-Server | An MCP server that fetches and filters GitHub issues to help contributors find suitable issues to work on. My first MCP server! | 1 | 0 | MIT | Jul 4 | Oct 14 |
| openmodelsrun/mcp | Open-source registry of MCP servers – structured metadata, tools, resources and install configs for the Model Context Protocol ecosystem. | 1 | 44 | MIT | Oct 1 | Oct 14 |
| chris-page-gov/gis-ai-go | Autonomous Codex 5.6(to 6.1)-Sol-Ultra -> GPT6-Astra-Sol Ultra) development of governed UK geospatial knowledge and action for people, systems and AI agents under open development… | 0 | 0 | MIT | Oct 13 | Oct 14 |
| dkeeno/github-mcp-server | MCP server for GitHub end-to-end automation: repos, push, releases, GitHub Actions, issues, PRs, secrets, security, profile, search (~3000 lines, 69 tools) | 0 | 0 | MIT | Aug 1 | Oct 14 |
| Jethva-Parthiv/my-github-mcp-server | A production-ready Model Context Protocol (MCP) server built in Python using FastMCP, exposing granular GitHub Pull Request and repository operations as AI-executable tools. | 0 | 0 | Sep 7 | Oct 14 | |
| RedCokeDevelopment/WynnMCP | Wynncraft's MCP server | 0 | 0 | MIT | Oct 8 | Oct 14 |
| Sami-07/custom-github-mcp-server | A Simple custom-built MCP server that provides GitHub integration features through various tools and resources. | 0 | 0 | May 4, 2025 | Oct 14 | |
| SPerekrestova/GitHub_MCP_Server | Model Context Protocol server for GitHub API integration | 0 | 0 | MIT | Apr 13 | Oct 14 |
| toto-dev/mcp-server-github-codeowners | Github codowners python MCP server | 0 | 0 | GPL-3.0 | Oct 8, 2025 | Oct 14 |
| useapi/muse-api | Meta Muse API examples (muse.ai) + hosted MCP server: 27 tools for Claude Code, Cursor, VS Code. AI images and 10-second videos with sound on your own Muse account, free plan… | 0 | 0 | MIT | Oct 14 | Oct 14 |
Other languages
- TypeScript 238
- JavaScript 67
- Go 50
- Rust 28
- Java 13
- C# 10
- C++ 8
- HTML 7
- Shell 4
- PHP 4
Related topics
- MCP 605
- Model Context Protocol 290
- AI 161
- Claude 157
- AI agents 155
- LLM 152
- Claude Code 100
- Python 83
- Cursor 82
- TypeScript 81
- MCP client 57
- Developer tools 51
Read from GitHub by SpecStream between October 8, 2026 and October 21, 2026; each row shows the day its repository was read. Stars and pushes change every day, and the GitHub page is the current one. Forks and archived repositories are left out.