Data / Repositories / MCP / Python
Python MCP repositories on GitHub: 388 ranked by stars
388 public Python repositories tagged MCP are on GitHub, with 1,703,298 stars between them; 222 had a push in the last 30 days. The most starred: Graphify-Labs/graphify (126,431), Panniantong/Agent-Reach (97,255), D4Vinci/Scrapling (86,357).
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Every repository, most starred first
| Repository | What it is | Stars | Forks | License | Last push | Read |
|---|---|---|---|---|---|---|
| Graphify-Labs/graphify | Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local… | 126,431 | 12,200 | Apache-2.0 | Oct 14 | Oct 14 |
| Panniantong/Agent-Reach | Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees. | 97,255 | 8,509 | MIT | Oct 8 | Oct 14 |
| 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 |
| unclecode/crawl4ai | Open-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with one key. | 85,530 | 8,879 | Apache-2.0 | Oct 14 | Oct 14 |
| ComposioHQ/awesome-claude-skills | A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows | 77,098 | 9,097 | Sep 18 | Oct 14 | |
| headroomlabs-ai/headroom | Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP… | 75,347 | 5,847 | Apache-2.0 | Oct 13 | Oct 14 |
| rohitg00/ai-engineering-from-scratch | Learn AI Engineering! Learn it. Build it. Ship it for others. | 69,043 | 12,089 | MIT | Oct 14 | Oct 14 |
| 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 |
| MemPalace/mempalace | The best-benchmarked open-source AI memory system. And it's free. | 59,564 | 7,563 | MIT | Oct 14 | Oct 14 |
| HKUDS/nanobot | Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps | 49,026 | 8,629 | MIT | Oct 14 | Oct 14 |
| sickn33/agentic-awesome-skills | AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 2,400+ agentic skills. Includes… | 47,597 | 6,942 | MIT | Oct 14 | Oct 14 |
| zhayujie/CowAgent | Open-source personal AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Multi-agent, multi-model, multi-channel.… | 47,401 | 10,393 | MIT | Oct 14 | Oct 14 |
| AstrBotDevs/AstrBot | AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. | 41,879 | 3,061 | AGPL-3.0 | Oct 14 | Oct 14 |
| wshobson/agents | Multi-harness agentic plugin marketplace for Claude Code, Codex, Cursor, OpenCode, GitHub Copilot, Google Antigravity, and Pi | 40,714 | 4,325 | MIT | Oct 12 | Oct 14 |
| anthropics/claude-plugins-official | Official, Anthropic-managed directory of high quality Claude Code Plugins. | 38,012 | 4,269 | Apache-2.0 | Oct 14 | Oct 14 |
| PDFMathTranslate/PDFMathTranslate | [EMNLP 2025 Demo] PDF scientific paper translation with preserved formats - 基于 AI 完整保留排版的 PDF 文档全文双语翻译，支持 Google/DeepL/Ollama/OpenAI 等服务，提供 CLI/GUI/MCP/Docker/Zotero | 37,551 | 3,358 | AGPL-3.0 | Oct 14 | Oct 14 |
| HKUDS/Vibe-Trading | "Vibe-Trading: Your Personal Trading Agent" | 35,480 | 5,753 | MIT | Oct 14 | Oct 14 |
| agentscope-ai/agentscope | Build and run agents you can see, understand and trust. | 33,246 | 3,657 | Apache-2.0 | Oct 14 | Oct 14 |
| tirth8205/code-review-graph | Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on… | 32,145 | 2,943 | MIT | Oct 6 | Oct 14 |
| ahujasid/mcp-for-blender | Community plugin to control Blender 3D with any LLM of your choice. Not affiliated with the official Blender Foundation. | 30,800 | 2,789 | MIT | Oct 6 | 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 |
| NVIDIA/SkillSpector | Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, security risks, prompt injection, data exfiltration, and supply-chain risks in Claude Code… | 20,177 | 1,776 | Apache-2.0 | Oct 14 | Oct 14 |
| rocketride-org/rocketride-server | High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent… | 17,776 | 7,540 | MIT | Oct 14 | 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 |
| Arindam200/awesome-ai-apps | A collection of projects showcasing RAG, agents, workflows, and other AI use cases | 16,184 | 1,853 | MIT | Oct 9 | 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 |
| 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 |
| x-hw/amazing-qr | amazing QRCode generator (supporting animated gif) - amazing 二维码生成器（支持 gif 动态图片二维码） | 10,833 | 1,573 | GPL-3.0 | Sep 17 | Oct 14 |
| awslabs/mcp | Open source MCP Servers for AWS | 9,779 | 1,806 | Apache-2.0 | Oct 14 | Oct 14 |
| Thysrael/Horizon | Your own AI-powered news radar. Generates daily briefings in English & Chinese. | 用 AI 构建你专属的新闻雷达 | 9,659 | 1,504 | MIT | Oct 14 | Oct 14 |
| CursorTouch/Windows-MCP | MCP Server for Computer Use in Windows | 8,963 | 970 | MIT | 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 |
| lastmile-ai/mcp-agent | Build effective agents using Model Context Protocol and simple workflow patterns | 8,573 | 895 | Apache-2.0 | Jan 25 | Oct 14 |
| rehan-remade/universal-modder | Point Claude at any game. Skills, tools and the fal MCP that let Claude Code mod almost any PC game you own: recon, reverse engineering, fal-generated art/3D/audio, in-game… | 7,819 | 839 | MIT | Oct 15 | Oct 15 |
| Q00/ouroboros | Agent OS: the agent gets smarter on its own. We just hold the line: Interview-gated, staged evaluation, budgeted evolution loop. MCP server, 14 runtimes: Claude Code, Codex CLI… | 6,219 | 627 | MIT | Oct 14 | 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 |
| agent-infra/sandbox | All-in-One Sandbox for AI Agents that combines Browser, Shell, File, MCP and VSCode Server in a single Docker container. | 6,158 | 556 | Apache-2.0 | Sep 14 | Oct 14 |
| sooperset/mcp-atlassian | MCP server for Atlassian tools (Confluence, Jira) | 6,002 | 1,395 | MIT | Sep 19 | 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 |
| homeassistant-ai/ha-mcp | The Unofficial and Awesome Home Assistant MCP Server | 5,069 | 237 | MIT | Oct 14 | Oct 14 |
| aipotheosis-labs/aci | ACI.dev is the open source tool-calling platform that hooks up 600+ tools into any agentic IDE or custom AI agent through direct function calling or a unified MCP server. The… | 4,910 | 488 | Apache-2.0 | May 28 | Oct 14 |
| ai-boost/awesome-harness-engineering | Awesome list for AI agent harness engineering: tools, patterns, evals, memory, MCP, permissions, observability, and orchestration. | 4,828 | 649 | Oct 14 | Oct 14 | |
| zebbern/claude-code-guide | Claude Code Guide - Setup, Commands, workflows, agents, skills & tips-n-tricks from beginner to power user! | 4,661 | 470 | MIT | Oct 10 | Oct 14 |
| IBM/mcp-context-forge | An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management.… | 4,629 | 922 | Apache-2.0 | Oct 14 | Oct 14 |
| Observal/Observal | Observal is self-hosted registry for your coding agent extensions with a built in insight engine. Setup Observal, define the scope and share your Skills, MCPs and Agents with your… | 4,468 | 1,135 | Apache-2.0 | 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 |
| basicmachines-co/basic-memory | AI conversations that actually remember. Never re-explain your project to your AI again. | 4,172 | 314 | AGPL-3.0 | Oct 14 | Oct 14 |
| nowork-studio/notfair-plugin | Open-source SEO, GEO, and marketing skills for AI agents. | 3,936 | 496 | MIT | Oct 13 | 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 |
| 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 |
| aiming-lab/SimpleMem | [ICML'26] SimpleMem: Efficient Lifelong Memory for LLM Agents — Text & Multimodal | 3,831 | 404 | MIT | Jul 24 | Oct 14 |
| ascending-llc/jarvis-registry | Connect any AI copilot or autonomous agent to your enterprise tools — through a single, secure MCP/Agent gateway with built-in identity, access control, and full observability. | 3,572 | 542 | 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 |
| ahujasid/ableton-mcp | Control Ableton Live with any LLM: create tracks, arrange clips & compose music via MCP | 3,183 | 434 | MIT | Sep 22 | Oct 14 |
| snyk/agent-scan | Security scanner for AI agents, MCP servers and agent skills. | 3,138 | 288 | Apache-2.0 | Oct 14 | Oct 14 |
| deedy5/ddgs | A metasearch library that aggregates results from diverse web search services | 3,008 | 286 | MIT | Aug 26 | Oct 8 |
| neka-nat/freecad-mcp | FreeCAD MCP(Model Context Protocol) server | 2,856 | 348 | MIT | Oct 13 | 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 | |
| knowsuchagency/mcp2cli | Turn any MCP, OpenAPI, or GraphQL server into a CLI — at runtime, with zero codegen | 2,416 | 181 | MIT | Oct 12 | Oct 14 |
| Dicklesworthstone/mcp_agent_mail | Asynchronous coordination layer for AI coding agents: identities, inboxes, searchable threads, and advisory file leases over FastMCP + Git + SQLite | 2,203 | 229 | Oct 8 | Oct 14 | |
| Leonxlnx/earshot | Ears for coding agents: let AI hear, review and make sound. CPU-only, open source. | 2,042 | 116 | MIT | Oct 18 | Oct 21 |
| uber/ADR | ADR secures enterprise AI agents through observability, security benchmarking, and threat detection. Deployed at Uber. | 2,040 | 219 | Apache-2.0 | Oct 13 | 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 |
| 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 |
| chigwell/telegram-mcp | Telegram MCP server powered by Telethon to let MCP clients read chats, manage groups, and send/modify messages, media, contacts, and settings. | 1,821 | 466 | Apache-2.0 | Oct 13 | 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 |
| mukul975/cve-mcp-server | Production-grade MCP server giving Claude 27 security intelligence tools across 21 APIs — CVE lookup, EPSS scoring, CISA KEV, MITRE ATT&CK, Shodan, VirusTotal, and more. | 1,624 | 269 | Apache-2.0 | Oct 1 | 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 |
| pipeboard-co/meta-ads-mcp | Meta Ads (Facebook/Instagram) MCP server for Claude, ChatGPT, Perplexity & Cursor — the Meta node of Pipeboard’s 5-platform family (+ Google, TikTok, Snap, Reddit). Hosted remote… | 1,305 | 279 | Sep 23 | 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 |
| jwuthri-cloud/Tracely-ai | Trace-native CI/CD for AI agents: grade production traces, cluster failures, freeze them into replayable regression tests, and block PRs that regress. Self-hostable. | 1,166 | 146 | MIT | Oct 19 | Oct 21 |
| 0xsline/awesome-deepseek-harness | DeepSeek Harness (DSH) ecosystem: curated plugins, tools, and infrastructure from dsh-external/hub and the public dsh-plugin topic. | 1,160 | 416 | CC0-1.0 | Oct 10 | Oct 11 |
| RyanAlberts/best-of-Agent-Harnesses | Ranked list of 167 AI agent harnesses, plus templates, playbooks, MCP, and learning resources. Rescored weekly. | 1,131 | 66 | CC-BY-SA-4.0 | Oct 9 | Oct 11 |
| garylab/MakeMoneyWithAI | A list of open-source AI projects you can use to generate income easily. | 1,112 | 166 | Oct 10 | Oct 11 | |
| cisco-ai-defense/mcp-scanner | Scan MCP servers for potential threats & security findings. | 1,090 | 143 | Apache-2.0 | Oct 13 | Oct 14 |
| open-webui/openapi-servers | OpenAPI Tool Servers | 1,079 | 181 | MIT | Sep 25, 2025 | Oct 14 |
| morluto/awesome-reverse-engineering | Curated reverse-engineering tools and learning resources for binaries, apps, firmware, formats, and protocols. | 1,052 | 239 | CC0-1.0 | Oct 20 | Oct 21 |
| 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 |
| pathintegral-institute/mcpm.sh | CLI MCP package manager & registry for all platforms and all clients. Search & configure MCP servers. Advanced Router & Profile features. | 1,012 | 158 | MIT | Oct 8 | 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 |
| H-mmer/pentest-agents | Bug bounty agent framework for Claude Code, Codex, Gemini, Cursor, Windsurf, Copilot, and OpenClaw — 48 agents, 26 commands, 19 CLI tools, 2 MCP servers, autonomous hunt loops… | 1,008 | 188 | Jun 12 | 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 |
| arben-adm/mcp-sequential-thinking | Local MCP work notes with persistent sessions, decisions, evidence and resumable tasks. | 954 | 120 | MIT | Sep 25 | Oct 14 |
| marc-shade/world-intel-mcp | 139-tool MCP server for real-time global intelligence from free public APIs: markets, SEC filings, conflict, military, aircraft-cohort early warning, refugee and migration flows… | 944 | 153 | MIT | Oct 12 | 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 |
| hashgraph-online/hol-guard | Open-source antivirus for AI agents: block risky tools, secret access, prompt injection, malicious packages, MCP servers, plugins, and skills at runtime. | 892 | 158 | Apache-2.0 | 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 |
| utensils/mcp-nixos | MCP-NixOS - Model Context Protocol Server for NixOS resources | 854 | 47 | MIT | Sep 5 | Oct 14 |
| 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 |
| Anil-matcha/open-agent-connector | Open-source, self-hosted alternative to Composio, Nango, Merge.dev, and Arcade.dev for AI agent integrations. Run GitHub, Slack, Hacker News, and custom HTTP actions over MCP or… | 838 | 321 | Apache-2.0 | Oct 14 | 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 |
| ariadng/metatrader-mcp-server | Model Context Protocol (MCP) to enable AI LLMs to trade using MetaTrader platform | 827 | 266 | MIT | Mar 28 | 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 |
| caiovicentino/polymarket-mcp-server | AI-Powered MCP Server for Polymarket - Enable Claude to trade prediction markets with 45 tools, real-time monitoring, and enterprise-grade safety features | 692 | 144 | MIT | Sep 20 | 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 |
| hashgraph-online/awesome-ai-plugins | A curated list of the best awesome AI plugins for AI assistants including Claude Code, OpenAI Codex / ChatGPT, Gemini, Antigravity, Pi / Oh My Pi, Grok, OpenCodek DSH, Kimi and… | 636 | 654 | Apache-2.0 | Oct 14 | 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 |
| daobataotie/CAD-MCP | CAD MCP Server | 603 | 89 | MIT | Sep 15 | 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 | |
| pab1it0/prometheus-mcp-server | A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces. | 519 | 104 | MIT | Oct 11 | Oct 14 |
| jumodada/Drissionpage-MCP-Server | DrissionPage MCP Server · Browser automation for Claude Code, Codex, and MCP clients | 488 | 42 | Sep 14 | 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 |
| hyperb1iss/droidmind | Control your Android devices with AI using Model Context Protocol | 438 | 58 | Apache-2.0 | Jan 7 | Oct 14 |
| adhikasp/mcp-reddit | A Model Context Protocol (MCP) server that provides tools for fetching and analyzing Reddit content. | 433 | 54 | MIT | May 11, 2025 | 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 |
| 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 |
| 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 |
| 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 |
| aws/mcp-proxy-for-aws | AWS MCP Proxy Server | 361 | 63 | Apache-2.0 | Oct 13 | 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 |
| apache/doris-mcp-server | Apache Doris MCP Server | 350 | 103 | Apache-2.0 | Oct 1 | 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 |
| Ayzzz123/mcd-coupon-strategist | 麦麦省钱助手 —— 基于麦当劳 MCP 的点餐成本优化 Skill。算出当前门店最省钱的点餐方案，并主动提示凑单陷阱。 | 342 | 19 | MIT | Oct 14 | Oct 15 |
| elusznik/mcp-server-code-execution-mode | An MCP server that executes Python code in isolated rootless containers with optional MCP server proxying. Implementation of Anthropic's and Cloudflare's ideas for reducing MCP… | 340 | 33 | GPL-3.0 | Dec 5, 2025 | 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 |
| hemanth/paws-on-mcp | A comprehensive Model Context Protocol (MCP) server implementing the latest specification. | 327 | 19 | Jun 22, 2025 | Oct 14 | |
| wh000wh000/awesome-jev-live | Awesome Jev — evidence-graded index of TypeSafe System One: SDKs, MCP tools, agents, apps and open models. 20 languages, rebuilt every 2 hours. | 319 | 14 | Oct 15 | Oct 15 | |
| adhikasp/mcp-git-ingest | A Model Context Protocol (MCP) server that helps read GitHub repository structure and important files. | 314 | 43 | MIT | Jan 26, 2025 | Oct 14 |
| cl0nazepamm/3dsmax-mcp | 3ds Max MCP server | 313 | 47 | MIT | Oct 12 | 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 |
| scaleapi/agentenv-framework | Creating realistic RL environments requires collaboration between researchers, engineers, and domain experts across many dimensions: artifacts, environments tools, dynamism of the… | 312 | 28 | Apache-2.0 | Oct 15 | Oct 15 |
| 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 |
| i12bp8/decomp.wtf | What The Function: your AI agent decompiles games you own into C that compiles to the exact same bytes. Runs locally. | 302 | 19 | MIT | Oct 15 | Oct 15 |
| wiresage/mikrotik-mcp | MCP server for Mikrotik | 301 | 67 | MIT | Oct 11 | Oct 14 |
| sidharthrajaram/mcp-sse | A working pattern for SSE-based MCP clients and servers | 300 | 55 | Mar 6, 2025 | Oct 14 | |
| songconmaisaix31-design/mcpet | 把写代码时的 AI 搭子换上麦当劳制服，养在桌面角落：11:30 喊你干饭、汇报最划算的券、用营养数据把关；跑长任务时同步项目进度与 token 余额。 | 298 | 15 | Oct 16 | Oct 21 | |
| agoda-com/api-agent | Universal MCP server for GraphQL/REST APIs | 291 | 43 | MIT | Jun 19 | Oct 14 |
| Comfy-Org/comfy-mcp | Local MCP server for ComfyUI — run your local ComfyUI from AI agents | 279 | 35 | Oct 14 | Oct 14 | |
| jddevtime/open-lakehouse-compute-fabric | Open Lakehouse Compute Fabric: an open-source lakehouse platform with Microsoft Fabric Compute Extension. | 276 | 275 | Apache-2.0 | Oct 19 | Oct 21 |
| 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 |
| modelscope/MCPBench | The evaluation benchmark on MCP servers | 252 | 17 | Apache-2.0 | Sep 3, 2025 | Oct 14 |
| dryeab/mcp-telegram | MCP Server for Telegram | 251 | 39 | MIT | Jun 15, 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 |
| frishtik/osint-tools-mcp-server | MCP server exposing multiple OSINT tools for AI assistants like Claude | 244 | 32 | MIT | Aug 7, 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 |
| 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 | |
| XGenerationLab/xiyan_mcp_server | A Model Context Protocol (MCP) server that enables natural language queries to databases | 238 | 49 | Apache-2.0 | Feb 11 | Oct 14 |
| Amal-David/awesome-jev | Jev demos, projects, SDKs and skills, with source links and a curated X gallery. | 237 | 23 | CC0-1.0 | Oct 15 | Oct 15 |
| 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 |
| adhikasp/mcp-twikit | A Model Context Protocol (MCP) server for interacting with Twitter. | 235 | 40 | MIT | Mar 14, 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 |
| 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 |
| antarikshc/perfetto-mcp | This is a Model Context Protocol (MCP) server that gets answers from your Perfetto Traces. It turns natural‑language prompts into focused Perfetto analyses. | 221 | 30 | Apache-2.0 | Apr 10 | 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 |
| hirotomasato/yowes | Generate realistic teacher documents (ID cards, licenses, letters) for 13 countries via MCP. | 211 | 76 | MIT | Sep 19 | Oct 15 |
| sparkgeo/geo-mcp-servers | A curated, tracked list of Model Context Protocol (MCP) servers for geospatial, GIS, mapping, and earth-observation work — geocoding, routing, PostGIS, STAC/imagery, QGIS/ArcGIS… | 209 | 30 | MIT | Oct 14 | Oct 14 |
| dddabtc/winremote-mcp | Windows Remote MCP Server — 40+ tools for desktop automation, process management, file operations via FastMCP | 208 | 42 | MIT | Sep 30 | 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 |
| tumf/mcp-shell-server | Secure MCP server for whitelisted shell command execution with stdin, argv pipelines, timeouts, and structured audit logging. | 201 | 51 | MIT | Oct 14 | 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 |
| meilisearch/meilisearch-mcp | A Model Context Protocol (MCP) server for interacting with Meilisearch through LLM interfaces. | 194 | 33 | MIT | Sep 8 | Oct 14 |
| johannesbrandenburger/typst-mcp | Typst MCP Server is an MCP (Model Context Protocol) implementation that helps AI models interact with Typst, a markup-based typesetting system. The server provides tools for… | 183 | 19 | MIT | Apr 18 | 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 |
| smn2gnt/MCP-Salesforce | MCP Salesforce connector | 178 | 53 | MIT | Jul 29 | Oct 14 |
| Dicklesworthstone/ultimate_mcp_client | Async Python client for the Model Context Protocol with interactive CLI and reactive Web UI, connecting AI models to MCP servers via stdio and SSE | 171 | 23 | Sep 27 | Oct 14 | |
| frappe/mcp | Frappe MCP allows Frappe apps to function as MCP servers | 169 | 60 | MIT | May 29 | Oct 14 |
| xinnan-tech/mcp-endpoint-server | xiaozhi mcp接入点服务器，用于自定义mcp服务注册，方便拓展小智服务端工具调用 | 168 | 101 | MIT | Jun 2 | 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 |
| zongmin-yu/semantic-scholar-fastmcp-mcp-server | A FastMCP server implementation for the Semantic Scholar API, providing comprehensive access to academic paper data, author information, and citation networks. | 165 | 24 | MIT | Mar 20 | 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 |
| weike-zhang/architecture-canvas | Chat with your documents to create and refine editable architecture diagrams. Local workspace, Excalidraw canvas, optional Tavily search. | 159 | 12 | Apache-2.0 | Oct 3 | Oct 15 |
| 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 | |
| chienbm98/foxprofile | Free, open-source anti-detect browser profile manager: per-profile fingerprint, cookies and proxy, Camoufox and Chrome engines, desktop app, REST API and MCP server for AI agents.… | 151 | 70 | MIT | Oct 14 | Oct 21 |
| 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 | |
| WilderNoTrack/mcd-calorie-butler | 麦麦热量管家：减脂不是少吃你爱的，是先换掉不值这口热量的。基于麦当劳 MCP 的味热比点餐 Skill。 | 149 | 14 | MIT | Oct 13 | Oct 15 |
| andrewmoshu/diagram-mcp-server | An MCP server that seamlessly creates infrastructure diagrams for AWS, Azure, GCP, Kubernetes and more | 145 | 19 | Apache-2.0 | Jan 21 | 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 |
| gifflet/graphiti-mcp-server | Graphiti MCP Server | 143 | 18 | MIT | Jul 31, 2025 | 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 |
| 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 |
| reacher-z/Awesome-REA | Awesome Reverse Engineering Anything: tools, projects, case studies and research papers for websites, games, apps, binaries, firmware and communication protocols. | 141 | 117 | MIT | Oct 20 | Oct 21 |
| dedalus-labs/dedalus-mcp-python | A simple and performant Model Context Protocol framework for Python. | 140 | 10 | MIT | Jan 28 | 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 |
| contextform/freecad-mcp | FreeCAD MCP - Open-source Model Context Protocol server for FreeCAD automation | 134 | 23 | Aug 15, 2025 | 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 |
| aliyun/alibaba-cloud-ops-mcp-server | AlibabaCloud CloudOps MCP Server | 132 | 40 | Apache-2.0 | Mar 16 | Oct 14 |
| LucasHild/mcp-server-bigquery | A Model Context Protocol server that provides access to BigQuery | 131 | 41 | MIT | Mar 26 | Oct 14 |
| sugarforever/amap-mcp-server | 高德地图MCP Server，支持stdio, sse和streamable-http | 131 | 22 | MIT | Sep 25 | Oct 14 |
| AuraFriday/Fusion-360-MCP-Server | Control Fusion 360 with any AI through Model Context Protocol (MCP) | 127 | 26 | Jan 28 | Oct 14 | |
| rishikavikondala/mcp-server-aws | A Model Context Protocol server implementation for operations on AWS resources | 127 | 23 | MIT | Apr 8, 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 |
| DareDev256/fcp-mcp-server | MCP server for Final Cut Pro XML. Lets Claude read, edit and generate real timelines: cut detection, markers, roles, transcript-based editing. Published on PyPI as fcp-mcp-server. | 124 | 21 | MIT | Oct 9 | Oct 14 |
| sulaiman013/powerbi-mcp | MCP server for natural language interaction with Power BI datasets | 124 | 51 | MIT | Jul 23 | 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 |
| sadiuysal/crawl4ai-mcp-server | A lightweight Model Context Protocol (MCP) server that exposes Crawl4AI web scraping and crawling capabilities as tools for AI agents. Similar to Firecrawl's API but self-hosted… | 115 | 22 | MIT | Feb 6 | 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 |
| 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 |
| hannesrudolph/sqlite-explorer-fastmcp-mcp-server | An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP framework, which enables LLMs to… | 108 | 28 | Jul 18, 2025 | Oct 14 | |
| antoinebou12/uml-mcp | UML-MCP Server is a UML diagram generation tool based on MCP (Model Context Protocol), which can help users generate various types of UML diagrams through natural language… | 106 | 29 | MIT | Oct 13 | Oct 14 |
| mangooer/mysql-mcp-server-sse | MySQL query server based on the MCP sse.Multi-level SQL risk control & injection protection Docker support for quick deployment | 106 | 31 | MIT | Jun 19, 2025 | Oct 14 |
| mrlong0129/yominpost | Self-hosted AI social media studio: one piece of material in, platform-native posts out. Format router, self-critique, pre-publish risk gate, real OAuth publishing. Web app + CLI… | 105 | 1 | MIT | Oct 5 | Oct 21 |
| 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 | |
| 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 |
| 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 |
| yzfly/mcp-excel-server | The Excel MCP Server is a powerful tool that enables natural language interaction with Excel files through the Model Context Protocol (MCP). It provides a comprehensive set of… | 95 | 20 | Jul 2 | 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 |
| INFOKOM-KI/Wazuh-MCP-Server | Wazuh MCP Server: AI-Driven SOC Automation | 92 | 25 | BSD-3-Clause | Oct 14 | 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 |
| garethbeaumo/originlab-mcp | MCP Server for OriginLab Control OriginLab with natural language through AI clients via the Model Context Protocol. | 84 | 4 | MIT | Oct 12 | 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 |
| zhutoumeme/mcd-git | 用 git 命令点麦当劳：add 放购物车，rebase 凑最省，push 确认后才下单；card 生成 1024 吃麦贡献图（3D 汉堡天际线 / 年度小票）。基于麦当劳 MCP Server，附 --demo 无 Token 试玩和 Agent Skill。非官方参赛作品。 | 83 | 0 | MIT | Oct 13 | Oct 21 |
| 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 |
| QuantConnect/mcp-server | Official Python MCP server for local interactions with the QuantConnect API | 79 | 33 | Apache-2.0 | May 7 | Oct 14 |
| ganhammar/hass-mcp-server | A Home Assistant Custom Component that provides an MCP (Model Context Protocol) server using HTTP transport, allowing AI assistants like Claude to interact with your Home… | 77 | 20 | MIT | Oct 12 | 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 | |
| QAInsights/jmeter-mcp-server | JMeter Meets AI Workflows: Introducing the JMeter MCP Server! | 74 | 29 | Sep 12 | Oct 14 | |
| jgouviergmail/LIA-Assistant | Smart multi-agent conversational assistant with LangGraph orchestration, Human-in-the-Loop, enterprise-grade observability, and full i18n support (6 languages) | 73 | 11 | Oct 13 | 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 |
| agentic-ops/real-estate-mcp | A Model Context Protocol server for real estate workflows — search, valuation, mortgage math, and investment analysis. | 69 | 25 | AGPL-3.0 | Aug 26 | Oct 14 |
| bethington/cheat-engine-server-python | MCP Cheat Engine Server — provides safe, structured read-only access to memory analysis and debugging functionality through the Model Context Protocol (MCP). For developers… | 69 | 9 | MIT | Jan 29 | Oct 14 |
| stefanoamorelli/nasdaq-data-link-mcp | A Nasdaq Data Link MCP (Model Context Protocol) Server | 67 | 15 | MIT | Oct 5 | Oct 14 |
| redhat-data-and-ai/template-mcp-server | Production-ready Python template for building MCP servers with FastMCP, FastAPI, OAuth, and OpenShift deployment. | 66 | 74 | Apache-2.0 | Sep 28 | 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 |
| 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 |
| JovaniPink/mcp-browser-use | FastAPI MCP server that exposes browser-use automation through a testable Model Context Protocol boundary. | 62 | 12 | MIT | Oct 13 | 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 |
| atrawog/mcp-oauth-gateway | An OAuth 2.1 Authorization Server that adds authentication to any MCP (Model Context Protocol) server without code modification. | 60 | 9 | Apache-2.0 | Aug 16, 2025 | Oct 14 |
| imprvhub/mcp-domain-availability | A Model Context Protocol (MCP) server that enables Claude Desktop to check domain availability across 50+ TLDs. Features DNS/WHOIS verification, bulk checking, and smart… | 60 | 10 | MPL-2.0 | Sep 27 | Oct 14 |
| mukul975/mcp-windows-automation | AI-Powered Windows Automation Server using Model Context Protocol (MCP) | Control Windows apps, automate tasks, and manage systems through natural language commands with Claude… | 59 | 15 | MIT | Jun 3 | Oct 14 |
| nihalxkumar/arch-mcp | Arch Linux MCP (Model Context Protocol) Server | 59 | 15 | GPL-3.0 | Mar 10 | Oct 14 |
| sin4ch/mono-mcp | A comprehensive Model Context Protocol (MCP) server for Nigerian banking operations using the Mono Open Banking API. | 59 | 12 | MIT | Sep 8, 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 | |
| knostic/MCP-Scanner | Advanced Shodan-based scanner for discovering, verifying, and enumerating Model Context Protocol (MCP) servers and AI infrastructure tools over HTTP & SSE. | 57 | 8 | MIT | Oct 11 | 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 |
| ComputingVictor/MCP-BOE | MCP server para el BOE — Acceso a legislación consolidada, sumarios diarios y tablas oficiales del Boletín Oficial del Estado mediante Model Context Protocol y API REST. | 56 | 15 | MIT | Aug 27 | 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 |
| bsab/sweden-mcp-servers | A curated catalog of Model Context Protocol servers for Swedish data, laws and services. | 55 | 0 | MIT | Sep 23 | Oct 14 |
| PrefectHQ/prefect-mcp-server | Prefect MCP server | 54 | 40 | MIT | Oct 1 | Oct 14 |
| purpleslurple/onenote-mcp-server | Complete OneNote MCP Server for Claude Desktop - Access your entire OneNote knowledge base through AI with robust authentication and full API support | 54 | 29 | MIT | Jul 16, 2025 | 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 |
| 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 |
| 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 |
| ejfkdev/zread | AI-powered CLI and MCP server for browsing GitHub project documentation (unofficial tool) | 47 | 7 | MIT | May 24 | 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 |
| 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 |
| kyopark2014/mcp | It shows how to use model-context-protocol. | 41 | 9 | Apache-2.0 | Oct 7 | 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 |
| couchbase/mcp-server-couchbase | Model Context Protocol server for Couchbase - connect AI agents and LLMs like Claude, Cursor, and Copilot to Couchbase/Capella | 35 | 35 | Apache-2.0 | Oct 14 | Oct 14 |
| maxritter/open-claude-design | Use Claude Design from Claude Code, Codex, Cursor, Gemini CLI, and 70+ coding agents. Create designs from your real codebase, refine them on the canvas, and sync every change… | 34 | 4 | Oct 12 | 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 |
| pranjalbhatia710/descartes-mcp | Doubt, until what remains is certain. An MCP server that recursively doubts every plan decision — grounding each in real evidence or asking you — until it converges. Runs on… | 21 | 0 | MIT | Jun 21 | Oct 14 |
| Artem-Kornilov-pro/mcp-ai-assistant | Personal AI assistant powered by LLM and MCP servers. Control files, GitHub repositories, and Google Sheets through natural language — all from the terminal. 134 tools, async chat… | 20 | 1 | MIT | Sep 5 | Oct 14 |
| deltawi/deltallm | Self-hosted LLM gateway with SSO, audit logs, client access controls, routing, and usage tracking. OpenAI-compatible and MIT licensed. | 20 | 2 | MIT | Oct 14 | 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 |
| rdmgator12/awesome-claude-plugins | Community-maintained directory of plugins in Anthropic's official Claude Plugins catalog — 333 plugins (skills, MCP servers, slash commands, sub-agents, hooks) for Claude Code and… | 18 | 7 | CC0-1.0 | Aug 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 |
| poojakira/mcp-agent-security-gateway | Default-deny MCP/JSON-RPC security gateway for agent tool-call authorization, prompt-injection detection, exfiltration controls, and audit telemetry. | 17 | 5 | 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 |
| virsi/logisim-mcp | MCP server for [Logisim Evolution]( 4.x. Lets an LLM design, edit and verify digital circuits in .circ format without ever opening the GUI. | 14 | 2 | MIT | May 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 | |
| Luc0-0/GodProfile | The ultimate AI Agent skillset. An official MCP Server packed with 16 world-class tools to autonomously convert standard markdown into animated, glassmorphic GitHub Profile… | 10 | 2 | Apr 29 | 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 |
| kushalBanda/AI-Engineer | Runnable AI engineering modules: agents, MCP, memory, RAG, voice, fine-tuning, MLOps, and security. One folder per module. | 9 | 2 | MIT | Oct 9 | 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 |
| carolinacherry/github-talent-mcp | MCP server that searches, scores, and ranks GitHub developers for technical recruiting | 8 | 1 | Apache-2.0 | Oct 3 | 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 |
| lcapossio/fpgaZeroMCP | An open-source Model Context Protocol server that gives AI assistants a complete FPGA toolchain — lint, simulate, synthesize, place-and-route, and a live IP core registry backed… | 7 | 3 | MIT | Aug 19 | 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 |
| ahtishamdilawar/nuces-flex-MCP | MCP server that connects Claude Desktop or GitHub Copilot to the FAST-NUCES Flex student portal. Query marks, attendance and transcripts in plain English. | 6 | 1 | Sep 1 | Oct 14 | |
| Hulupeep/ruvscan | The AI that finds the code you didn't know you needed - Sublinear-intelligence MCP server for discovering GitHub leverage | 6 | 4 | Nov 9, 2025 | 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 |
| nicotem/exegete | Exegete: full feature, qualitative data analysis through a conversation with your AI assistant, compatible with QualCoder projects. Runs on your computer as an MCP server… | 6 | 0 | LGPL-3.0 | Oct 14 | Oct 14 |
| zrk222/code-factory | Evidence-first audits for AI-generated code: prove tests can fail, catch security and release gaps, and ship reviewable receipts across VS Code, JetBrains, CI, MCP, and App Store… | 6 | 0 | Oct 14 | Oct 14 | |
| crypto-ninja/mcp-server-for-Github | Updated description by github_update_repository test | 5 | 0 | Jul 28 | 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 |
| 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 |
| manuelblinkert/second-brain-github-mcp | Authenticated remote MCP server for Claude, ChatGPT, and other AI apps to safely read and write one GitHub-backed second-brain vault — single-user or team, with per-member commit… | 4 | 1 | MIT | Oct 8 | Oct 14 |
| NexusAI-Solutions/ssas-mcp-server | MCP server for querying SQL Server Analysis Services (SSAS) via DAX and MDX. Connects AI agents like GitHub Copilot, Claude, and other MCP clients to your SSAS cubes. | 4 | 3 | MIT | Jul 14 | Oct 14 |
| sassyconsultingllc/SassyMCP | One MCP server, 270 tools, replaces 75+ — files, shell, GitHub, Android, desktop vision, security & forensics, persistent memory. Smart context-saving tool loading, safe-delete… | 4 | 3 | Oct 1 | 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 | |
| valteresj2/agent-hangar | One home for every AI agent. Build, test and ship agents once, then use them from Claude, ChatGPT, Codex, Cursor, VS Code or Slack (MCP, OpenAI-compatible, A2A, ACP). Self-hosted… | 3 | 2 | Apache-2.0 | Oct 14 | Oct 14 |
| 0xBakeer/slim-github-mcp | A read-only GitHub MCP server that returns small, capped results — built for local models | 2 | 0 | MIT | Aug 23 | Oct 14 |
| ALX-CODE/SyncFL-MCP | 143-tool FL Studio MCP: compose, arrange, mix and analyze audio. 50 plugin profiles, 4,872 named controls and 1,148 qualified mappings. Background control on supported native… | 2 | 0 | MIT | Oct 13 | Oct 14 |
| dagonet/mcp-dev-servers | Six MCP servers (58 tools) for Claude Code: git, GitHub, .NET, Rust, Ollama, template-sync. One pip install. | 2 | 0 | MIT | Sep 19 | 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 |
| mymadhavyadav07/Github-MCP-Server | A light weight Model Context Protocol (MCP) Server built using FastMCP to enable Github related operations. | 2 | 0 | Aug 4, 2025 | Oct 14 | |
| PurpleHaze2320/mcp-ecosystem-scanner | Automated registry of 450+ MCP (Model Context Protocol) servers. Crawls GitHub daily, validates servers, and quality-scores the entire ecosystem. | 2 | 0 | MIT | Oct 14 | 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 |
| 1186247283zj-pixel/github-mcp-server-lite | 零依赖 GitHub MCP server：Python 标准库实现，用 PAT 直连 REST API，绕开 OAuth 与 npm。24 个工具。 | 1 | 0 | MIT | Sep 4 | 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 |
| anuragtiwari73219-byte/github-mcp-server | MCP server connecting Claude Desktop to GitHub — list repos, read and create issues via natural language | 1 | 0 | Jul 18 | 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 |
| basitalisandhu/agent-skills-state-2026 | Study of 2,999 public agent skill, plugin and MCP repositories (October 2026): missing security policies, unpinned MCP servers, unrestricted shell in skills, front matter that… | 0 | 0 | MIT | Oct 13 | Oct 14 |
| JAIS0N/github-mcp-server-py | A local Model Context Protocol (MCP) server that connects to the GitHub API and exposes simple tools for Claude Desktop (or any MCP client). It can fetch GitHub user information… | 0 | 0 | Mar 13 | 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 | |
| karangupta8/discover-anything | Point your coding agent at public data. Find what everyone missed. Then try hard to prove yourself wrong. Agent skills + tools for citizen science. | 0 | 0 | MIT | Oct 14 | Oct 14 |
| nhevers/mcp-github | MCP server for GitHub operations | 0 | 1 | Jan 26 | Oct 14 | |
| roy2392/claude-to-copilot | Bring your Claude Code skills and MCP setup to GitHub Copilot CLI. Preview-first migration, clear guides, and reversible configuration changes. | 0 | 0 | MIT | Oct 7 | 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 | |
| Shru4241/github-mcp-server | A Python-based GitHub MCP Server that enables AI assistants to interact with GitHub using the Model Context Protocol (MCP) and GitHub REST API. | 0 | 0 | Sep 8 | Oct 14 | |
| SPerekrestova/GitHub_MCP_Server | Model Context Protocol server for GitHub API integration | 0 | 0 | MIT | Apr 13 | Oct 14 |
| tomelias10/mcp-drift-check | Static MCP package-reference mutability checker: Python CLI and GitHub Action. No discovered server execution. Broader config/baseline tools: Orynval Labs. | 0 | 5 | MIT | Oct 11 | 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 399
- JavaScript 101
- Go 78
- Rust 60
- Java 21
- C# 16
- Swift 11
- C++ 9
- HTML 9
- PHP 7
- Shell 5
- Kotlin 5
- Jupyter Notebook 4
- Lua 3
Related topics
- MCP server 605
- Model Context Protocol 453
- AI agents 303
- AI 301
- LLM 273
- Claude 257
- Claude Code 179
- Python 147
- TypeScript 143
- Cursor 122
- Agents 114
- Developer tools 96
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.