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20 Best GitHub MCP Servers: compared and ranked, October 2026Ranked from 1,839 matching servers on stars, growth, downloads and maintenance. Updated .

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  • F
    license
    A
    quality
    B
    maintenance
    Refined MCP server for GitHub GraphQL API. GitHub's official MCP Server exposes dozens of low-level tools that bloat token usage and are mostly impractical for LLMs. gh-mcp achieves the best of both worlds by providing a single, powerful interface: GitHub GraphQL, wrapped with smart abstractions.
    2
    -
  • A
    license
    A
    quality
    D
    maintenance
    Search 21 sources in one call — GitHub, npm, PyPI, arXiv, HN, X, Reddit, and more. No API keys to juggle, structured JSON back.
    21
    17 npm
    1
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    One remote MCP endpoint giving agents live data from Twitter/X, Reddit, web, GitHub, Amazon, and YouTube, no API keys needed, pay per call.
    4
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Provides AI agents with read-only access to various public data sources (web, YouTube, RSS, GitHub, V2EX, Bilibili, and semantic search) without requiring any login credentials or API keys.
    35
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI agents to run English and Chinese web searches without an API key, combining zero-key engines with optional paid providers and returning compact, provenance-tagged evidence under request and token budgets. Provider failures stay visible instead of being silently dropped, and additional tools extract URLs, GitHub READMEs, and Chinese technical articles.
    102 npm
    Apache 2.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    A research MCP server that enables AI agents to query the internet using multiple sources like SearXNG, GitHub, Reddit, and YouTube, and returns synthesized answers with citations.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A collection of custom MCP servers providing various AI-powered capabilities including web search, YouTube video analysis, GitHub repository analysis, reasoning, code generation/execution, and web crawling.
    2
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Enables intelligent web scraping through a browser automation tool that can search Google, navigate to webpages, and extract content from various websites including GitHub, Stack Overflow, and documentation sites.
    1
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    Demonstrates using Playwright with the Model Context Protocol (MCP) to enable large language models to automate browser interactions, with an example of cursor-based pagination against the GitHub GraphQL API.
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables LibreChat assistants to browse and fetch web content only from an allowlisted set of domains, with the allowed origins made visible to the model. It runs as a streamable-HTTP Docker service that enforces domain restrictions and supports sites like GitHub, Wikipedia, and Google.
    -