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Retrieve the latest documentation of libraries in word embeddings form for LLMs

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  • Why this server?

    Provides structured access to markdown documentation from NPM packages, Go Modules, or PyPi packages, enabling informed code generation by exposing these docs as resources or tools.

    Markdown Sidecar MCP Server

    speakeasy-api
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    security
    A
    license
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    quality
    A server that provides structured access to markdown documentation from NPM packages, Go Modules, or PyPi packages, enabling informed code generation by exposing these docs as resources or tools.
    Last updated -
    1
    TypeScript
    MIT License

  • Why this server?

    Efficiently memorizes key aspects of a codebase—logic, style, and standards—while allowing dynamic updates and fast retrieval. It's designed to be language-agnostic, leveraging the LLM's understanding of code across multiple languages.

    sourcesage

    sarathsp06
    Verified
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    security
    A
    license
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    quality
    SourceSage is an MCP (Model Context Protocol) server that efficiently memorizes key aspects of a codebase—logic, style, and standards—while allowing dynamic updates and fast retrieval. It's designed to be language-agnostic, leveraging the LLM's understanding of code across multiple languages.
    Last updated -
    Python
    MIT License

  • Why this server?

    Facilitates searching and accessing programming resources across platforms like Stack Overflow, MDN, GitHub, npm, and PyPI, aiding LLMs in finding code examples and documentation.

    Code Research MCP Server

    nahmanmate
    A
    security
    A
    license
    A
    quality
    Facilitates searching and accessing programming resources across platforms like Stack Overflow, MDN, GitHub, npm, and PyPI, aiding LLMs in finding code examples and documentation.
    Last updated -
    6
    25
    JavaScript
    AGPL 3.0
    • Apple

  • Why this server?

    Enables vector similarity search and serving of Svelte documentation via the MCP protocol, with support for local caching and multiple llms.txt documentation formats.

    MCP Svelte Docs Server

    spences10
    Verified
    A
    security
    A
    license
    A
    quality
    Enables vector similarity search and serving of Svelte documentation via the MCP protocol, with support for local caching and multiple llms.txt documentation formats.
    Last updated -
    2
    334
    40
    TypeScript
    MIT License

  • Why this server?

    A documentation server based on MCP protocol designed for various development frameworks that provides multi-threaded document crawling, local document loading, keyword searching, and document detail retrieval.

    McpDocServer

    ruan11223344
    Verified
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    security
    A
    license
    A
    quality
    A documentation server based on MCP protocol designed for various development frameworks that provides multi-threaded document crawling, local document loading, keyword searching, and document detail retrieval.
    Last updated -
    2
    37
    JavaScript
    MIT License
    • Apple
    • Linux

  • Why this server?

    A free, open-source service that transforms GitHub projects into MCP endpoints, enabling AI assistants to access and understand project documentation without any setup.

    GitMCP

    idosal
    Verified
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    security
    A
    license
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    quality
    A free, open-source service that transforms GitHub projects into MCP endpoints, enabling AI assistants to access and understand project documentation without any setup.
    Last updated -
    1,786
    TypeScript
    Apache 2.0
    • Apple
    • Linux

  • Why this server?

    Bridges Large Language Models with Language Server Protocol interfaces, allowing LLMs to access LSP's hover information, completions, diagnostics, and code actions for improved code suggestions.

    LSP MCP Server

    Tritlo
    Verified
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    security
    A
    license
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    quality
    Bridges Large Language Models with Language Server Protocol interfaces, allowing LLMs to access LSP's hover information, completions, diagnostics, and code actions for improved code suggestions.
    Last updated -
    2
    TypeScript
    MIT License

  • Why this server?

    Provides LLMs with comprehensive insights into your monorepo: project dependencies, file relationships, executable tasks, ownership metadata, technology stacks, custom generators, and Nx documentation.

    Nx MCP Serverofficial

    nrwl
    -
    security
    A
    license
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    quality
    The Nx MCP server provides LLMs with comprehensive insights into your monorepo: project dependencies, file relationships, executable tasks, ownership metadata, technology stacks, custom generators, and Nx documentation. This deep context enables LLMs to produce code perfectly aligned with your archi
    Last updated -
    794
    1,333
    TypeScript
    MIT License

  • Why this server?

    A modular dynamic API server based on the MCP protocol that provides rich tool capabilities for AI assistants while significantly reducing prompt token consumption.

    Dynamic API Server (MCP)

    1049861657
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    security
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    license
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    quality
    A modular dynamic API server based on the MCP protocol that provides rich tool capabilities for AI assistants while significantly reducing prompt token consumption.
    Last updated -
    TypeScript

  • Why this server?

    A Model Context Protocol server that connects LLMs to the Compiler Explorer API, enabling them to compile code, explore compiler features, and analyze optimizations across different compilers and languages.

    Compiler Explorer MCP

    torshepherd
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    security
    F
    license
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    quality
    A Model Context Protocol server that connects LLMs to the Compiler Explorer API, enabling them to compile code, explore compiler features, and analyze optimizations across different compilers and languages.
    Last updated -
    Python