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85,383 servers. Updated
20 Best GitHub MCP Servers: compared and ranked, September 2026Ranked from 1,553 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
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    Aggregates tech and AI signals from HackerNews, arXiv, Lobste.rs, and GitHub into a structured briefing. No authentication required.
    8
    MIT
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    maintenance
    Provides AI assistants with clean access to 58 US macroeconomic indicators from the FRED database, with pre-computed changes and no need to know series IDs.
    8
    MIT
  • A
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    quality
    C
    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
    MIT
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    Give your AI agent access to 8,400+ software tools — search, compare, get pricing, find alternatives, and discover the best tool for any use case.
    8
    141
    4
    MIT
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    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
    7
    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
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    quality
    D
    maintenance
    Institutional-grade MCP server for the Colombo Stock Exchange. Features real-time market data, order flow pressure analysis, and AI-powered forensic fundamental screening.
    13
    MIT
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    quality
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    Exposes live Indian stock market data from the National Stock Exchange (NSE) via 17 tools covering bulk/block deals, institutional flows, market data, corporate events, and short selling.
    17
    12
    Apache 2.0
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    quality
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    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
    3
    MIT
  • F
    license
    C
    quality
    B
    maintenance
    Enables AI assistants to access National Stock Exchange of India (NSE) data, including live quotes, market status, indices, option chains, corporate actions, and historical data, through natural language.
    24
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  • A
    license
    Not graded
    quality
    C
    maintenance
    A read-only research MCP server that provides search and browsing tools for Hacker News, Reddit, and Product Hunt. Works with zero API keys for basic use.
    MIT
  • A
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    quality
    C
    maintenance
    ChemMCP is an easy-to-use and extensible chemistry toolkit for LLMs and AI assistants, enabling molecular analysis, property prediction, and reaction synthesis tasks without domain-specific training.
    71
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Public read-only MCP server for HiBot's AI-visibility knowledge: the ANSWER framework for measuring how AI answer engines surface, recommend, and represent brands, plus audit plans, case studies, and research. Hosted Streamable HTTP endpoint; the repo's Dockerfile bridges stdio via mcp-remote.
    MIT