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108,273 servers. Updated
20 Best GitHub MCP Servers: compared and ranked, October 2026Ranked from 1,950 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
    license
    Not graded
    quality
    B
    maintenance
    Provides GitHub open-source intelligence via MCP tools for discovering trends, evaluating repository health, comparing projects, and analyzing users, issues, and releases. It includes a CLI and can be used with AI assistants like Claude or Cursor.
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Gives Claude read access to Google Analytics 4, Google Search Console, and Microsoft Clarity data, with connections stored once and reusable across projects.
    8
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables searching live job postings, aggregating labour-market slices, and reporting how long listings have been open, with filters for titles, location, salary, and more.
    4
    21 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI clients to search, read, and accurately quote public-domain books from Project Gutenberg, with chapter detection and stable line numbers for citation. Its quote_check tool verifies whether a quotation actually appears in a book and reports how faithful the copy is.
    6
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Aggregates tech and AI signals from HackerNews, arXiv, Lobste.rs, and GitHub into a structured briefing. No authentication required.
    8
    73 PyPI
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Simulate hundreds of AI agents to predict how communities react to events and policies. Upload any document (PDF, Markdown, text) and DeepMiro spawns a diverse swarm of AI agents that debate, share, and form opinions — then delivers a calibrated prediction report. Free and open-source.
    9
    8
    AGPL 3.0
  • A
    license
    A
    quality
    D
    maintenance
    Enables AI agents to run research queries across multiple public sources (Hacker News, Reddit, GitHub, Brave Search) in parallel, returning normalized results.
    5
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI assistants to search multiple tech job boards at once, summarize what the market is asking for, and rank postings by how well they match a user's own skills.
    5
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables real-time arXiv paper discovery, structured research briefs, and automated mapping to GitHub code implementations through MCP tools, resources, and prompts.
    4
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    MCP server for the Internet Archive's Wayback Machine. Search archived snapshots, extract page text from a specific date, track how a site has changed over time, check if broken links are recoverable, and perform research across Internet Archive collections.
    6
    51 PyPI
    3
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Read-only MCP tools for authenticated Open Science Framework projects, components, files, and contributors.
    6
    1
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to autonomously discover, stream, and compute satellite analytics from free government Earth observation archives. Provides tools for STAC search, spectral indices, elevation profiles, SAR water detection, and sandboxed geospatial scripting.
    29
    Apache 2.0
  • A
    license
    B
    quality
    D
    maintenance
    Enables Claude Code to interact with Jupyter notebooks, perform semantic search over knowledge files, and manage research projects.
    33
    4
    MIT
  • A
    license
    B
    quality
    A
    maintenance
    An MCP server for discovering, matching, drafting, and managing grants and public goods funding for open-source AI projects. It integrates Grants.gov, NSF Awards, GitHub Sponsors, Open Collective, Gitcoin, and other sources to provide grounded proposals and autonomous funding lifecycle management.
    9
    1
    Apache 2.0