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97,619 servers. Updated
20 Best GitHub MCP Servers: compared and ranked, October 2026Ranked from 1,788 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
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    MCP server pulling academic publications (arXiv, PubMed, HF Daily Papers), trending code (GitHub, HF Hub), and medical-device regulatory data (FDA 510(k), recalls) into newspaper-style briefings. Per-category round-robin, weighted configuration, sandbox-safe Python launcher.
    16
    6
    MIT
  • A
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    A
    quality
    D
    maintenance
    Provides access to Japanese statistical standard area codes (標準地域コード) from official government data, enabling users to list and search area codes by prefecture or municipality name.
    2
    Apache 2.0
  • A
    license
    A
    quality
    C
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    Enables structured extraction of methods and reproducibility heuristics from academic papers, allowing AI agents to obtain metadata, full text, structured methods, code repository discovery, and a no-clone reproducibility verdict from a paper URL.
    8
    38 PyPI
    MIT
  • A
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    A
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    Enables users to search and retrieve package repository information from Repology through natural language. Supports searching projects, getting detailed package information, and checking repository problems across multiple Linux distributions and package managers.
    5
    MIT
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    quality
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    An MCP server that provides access to the OSS Insight Public API for GitHub repository analytics. It enables querying trending repositories, contributor statistics, and collection rankings through various tools.
    18
    8 npm
    3
    MIT
  • A
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    Connects AI agents to the PANGAEA earth and environmental science data repository, enabling full-text dataset search and facet aggregation via MCP tools.
    77 npm
    MIT
  • A
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    F
    maintenance
    An MCP server that provides safe, read-only access to Boston's open data portal, enabling natural language exploration of civic datasets.
    2
    GPL 3.0
  • A
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    B
    maintenance
    Provides JSDelivr CDN statistics and package information for npm packages and GitHub repositories, enabling queries on request counts, bandwidth, file listings, and version resolution.
    23 npm
    MIT
  • A
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    B
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    Gives AI assistants tools to look up craft palette colors by code or name, find the closest match to any hex color ranked by CIEDE2000, and convert a code from one brand into its nearest equivalents in another. It covers 3,689 codes across fuse beads, seed beads, floss, diamond painting, yarn, LEGO and Minecraft so answers come from data rather than memory.
    103 npm
    MIT
  • A
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    C
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    Enables querying official Bolsa Família program data from Brazil's transparency portal via a read-only MCP server, with prepaid per-query pricing and no platform credentials required.
    MIT
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    Enables users to look up, search and compare the listing and submission requirements that Claude, ChatGPT, Cursor and the Official MCP Registry impose on connectors and plugins. Every answer comes from a bundled, read-only dataset and carries source citations, an evidence label and the date the requirement was last verified.
    MIT
  • A
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    D
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    Connects AI assistants to the Swiss I14Y Interoperability Platform, enabling natural language exploration of government datasets, APIs, codelists, and public services.
    MIT
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    C
    maintenance
    Enables read-only consultation of DETRAN MS traffic fines from an official source, with pay-per-query prepaid credit and no platform credentials required.
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    MCP server for querying ENTSO-E Transparency Platform data including actual load, generation per type, cross-border flows, and installed capacity.
    15 npm
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    Enables searching and retrieving articles, sections, and tags from The Guardian via the Guardian Open Platform API.
    53 npm
    MIT
  • A
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    quality
    A
    maintenance
    Enables agents to search MCP servers ranked by measured handshake checks, tool lists, repository signals, and signed reports, with open data.
    284 npm
    Apache 2.0