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Open-Source MCP servers

Production-ready MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services.

12,146 servers. Last updated 2025-12-04 17:27

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Matching MCP servers:

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    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.
    Last updated 10 days ago
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    Enables analysis of academic author networks and research collaborations by retrieving co-authors and research keywords from sources like Semantic Scholar, OpenAlex, Crossref, and Google Scholar.
    Last updated 15 days ago
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    Enables AI assistants to securely connect to Snowflake data warehouses and execute SQL queries through natural language interactions. Supports multiple authentication methods and provides formatted query results with built-in security controls.
    Last updated a month ago
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    MIT License
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    Semantic Scholar API, providing comprehensive access to academic paper data, author information, and citation networks.
    Last updated 8 months ago
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    MIT License
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    An MCP (Model Context Protocol) server for performing accessibility audits on webpages using axe-core. Use the results in an agentic loop with your favorite AI assistants (Cline/Cursor/GH Copilot) and let them fix a11y issues for you!
    Last updated 4 months ago
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    Mozilla Public License 2.0
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    An elegant MCP server that lets users manage inspirational phrases directly through Claude for Desktop, offering complete CRUD operations for phrases with author attribution.
    Last updated 6 months ago
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    • Apple
    • Linux

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