Best by category · October 2026

Best MCP servers AI skills

279 open-source mcp servers in the catalog, ranked by GitHub stars and refreshed daily. The Hot section uses stars gained in the last 7 days, so newer repos can appear there before they reach the top list.

🔥 Hot in MCP servers this week

Stars gained in 7 days
  1. 1
    Rea: Reverse Engineer Apps+43,533★ this week
    MCP servers · ★ 405,627 · morluto

    Rea allows founders to inspect and reverse engineer any app down to its binary level, providing clarity on its inner workings.

  2. 2
    MCP servers · ★ 291,714 · affaan-m

    ECC is an agent optimization system that enhances skills, security, and research capabilities for leading coding AI platforms like Claude Code, Codex, and Opencode

  3. 3
    graphify+6,765★ this week
    MCP servers · ★ 138,031 · Graphify-Labs

    It builds a deterministic, query‑able knowledge graph of your entire codebase—including source files, docs, SQL schemas, configs and PDFs—so AI assistants can answer exact, code‑level questions without using a vector store.

  4. 4
    MCP servers · ★ 74,905 · heygen-com

    Hyperframes is a tool that allows you to write HTML and render it as video, specifically designed for use with agents

  5. 5
    MCP servers · ★ 105,779 · Panniantong

    Agent-Reach allows your AI agent to access and search web data from various platforms like Twitter, Reddit, and GitHub with a single command-line interface and no API fees.

⭐ Top MCP servers by stars

Total GitHub stars
  1. 1
    MCP servers · ★ 405,627 · morluto

    Rea allows founders to inspect and reverse engineer any app down to its binary level, providing clarity on its inner workings.

  2. 2
    MCP servers · ★ 291,714 · affaan-m

    ECC is an agent optimization system that enhances skills, security, and research capabilities for leading coding AI platforms like Claude Code, Codex, and Opencode

  3. 3
    MCP servers · ★ 159,892 · langgenius

    Dify is a production-ready platform that enables startup founders to develop and deploy intelligent, automated agentic AI workflows without requiring deep engineering skills.

  4. 4
    MCP servers · ★ 157,131 · open-webui

    Open-webui provides a user-friendly interface to interact with AI models from Ollama and OpenAI API, allowing founders to leverage AI capabilities without extensive technical expertise

  5. 5
    MCP servers · ★ 138,031 · Graphify-Labs

    It builds a deterministic, query‑able knowledge graph of your entire codebase—including source files, docs, SQL schemas, configs and PDFs—so AI assistants can answer exact, code‑level questions without using a vector store.

  6. 6
    MCP servers · ★ 119,462 · browser-use

    Browser-use automates online tasks with ease by providing a Python library to control a browser, ideal for startups needing AI-powered browser automation.

  7. 7
    MCP servers · ★ 108,605 · google-gemini

    Gemini-cli is an open-source AI agent that allows you to interact with Gemini's AI capabilities directly from your terminal, enabling you to automate tasks, generate text, and more.

  8. 8
    MCP servers · ★ 105,779 · Panniantong

    Agent-Reach allows your AI agent to access and search web data from various platforms like Twitter, Reddit, and GitHub with a single command-line interface and no API fees.

  9. 9
    MCP servers · ★ 90,204 · D4Vinci

    Scrapling lets you turn a single URL or a whole site into structured data with a few CLI commands, handling pagination, JS rendering, and data extraction automatically.

  10. 10
    MCP servers · ★ 89,750 · koala73

    Worldmonitor provides a unified dashboard for real-time global intelligence, aggregating news, tracking geopolitical events, and monitoring infrastructure through an AI-powered situational awareness interface

  11. 11
    MCP servers · ★ 83,580 · lobehub

    LobeHub organizes and manages AI agents into 24/7 operations, handling hiring, scheduling, and reporting for the entire AI team.

  12. 12
    MCP servers · ★ 82,422 · diegosouzapw

    OmniRoute provides a unified API gateway to access over 290 AI providers and 500 models, allowing developers to integrate multiple AI services into their applications without worrying about individual APIs and quotas.

  13. 13
    MCP servers · ★ 78,221 · headroomlabs-ai

    Headroom reduces the number of tokens required to get the same answers from a large language model by compressing tool outputs, logs, files, and RAG chunks

  14. 14
    MCP servers · ★ 74,905 · heygen-com

    Hyperframes is a tool that allows you to write HTML and render it as video, specifically designed for use with agents

  15. 15
    MCP servers · ★ 63,877 · upstash

    Context7 generates up-to-date code documentation for founders using LLMs and AI code editors, streamlining the development process with accurate and current documentation

  16. 16
    MCP servers · ★ 63,286 · sansan0

    TrendRadar continuously scrapes news, social media, and RSS feeds, filters them by your keywords with AI, translates and summarizes the results, and pushes the briefings to your preferred chat or email channels.

  17. 17
    MCP servers · ★ 55,877 · aaif-goose

    Goose is an open-source, extensible AI agent that assists with coding tasks, including code suggestions, execution, editing, and testing, leveraging large language models (LLMs).

  18. 18
    MCP servers · ★ 50,047 · mudler

    LocalAI allows founders to run various AI models, including large language models, vision, voice, image, and video models, on any device without requiring a GPU.

  19. 19
    MCP servers · ★ 48,687 · sickn33

    Provides a local, agent‑first control plane that lets your AI agents discover, select, validate, and plan using a catalog of 2,000+ reusable skills.

  20. 20
    MCP servers · ★ 48,687 · sickn33

    The antigravity-awesome-skills library provides a collection of 1,500+ agentic skills for various AI platforms, allowing founders to easily integrate AI capabilities into their applications

🌱 New in MCP servers

Added in the last 30 days
  1. MCP servers · ★ 32,634 · ahujasid

    Lets you drive Blender 3D actions by sending natural‑language prompts to any LLM through a local MCP server.

  2. MCP servers · ★ 3,824 · Atmosphere

    Portable AI agent runtime for the JVM. One @Agent class runs on Spring AI, LangChain4j, Anthropic, or 9 more behind one SPI. Token streaming, tool calls, human approvals, and governance over WebSocket, SSE, gRPC, or WebTransport/HTTP3. Speaks MCP, A2A, and AG-UI.

  3. MCP servers · ★ 2,207 · ginlix-ai

    Claude Code for Financial Market

  4. MCP servers · ★ 1,640 · waybarrios

    High-performance OpenAI and Anthropic compatible LLM inference server for Apple Silicon. Native MLX, continuous batching, multimodal models, MCP tool calling, and Claude Code support.

  5. MCP servers · ★ 514 · shinthink

    Blitz Strike — a universal MCP security-audit toolbelt. Reconnaissance at speed. Analysis in depth. Validation before report.