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Searching for specific library documentation and implementation code in a codebase

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  • Why this server?

    This server provides unified access to multiple search engines (Tavily, Brave, Kagi), AI tools (Perplexity, FastGPT), and content processing services (Jina AI, Kagi), which would help with internet search.

    mcp-omnisearch

    spences10
    Verified
    A
    security
    A
    license
    A
    quality
    🔍 A Model Context Protocol (MCP) server providing unified access to multiple search engines (Tavily, Brave, Kagi), AI tools (Perplexity, FastGPT), and content processing services (Jina AI, Kagi). Combines search, AI responses, content processing, and enhancement features through a single interface.
    15
    47
    30
    TypeScript
    MIT License
    • Linux

  • Why this server?

    Enables efficient web search integration with Jina.ai's Search API, offering clean, LLM-optimized content retrieval.

    MCP JinaAI Search Server

    spences10
    Verified
    A
    security
    A
    license
    A
    quality
    Enables efficient web search integration with Jina.ai's Search API, offering clean, LLM-optimized content retrieval with support for various content types and configurable caching.
    1
    22
    3
    JavaScript
    MIT License

  • Why this server?

    This server allows AI assistants to browse and read files from specified GitHub repositories, providing access to repository contents.

    MCP GitHub Repository Server

    loglmhq
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    security
    A
    license
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    quality
    A server that allows AI assistants to browse and read files from specified GitHub repositories, providing access to repository contents via the Model Context Protocol.
    3
    JavaScript
    MIT License
    • Apple

  • Why this server?

    A server for managing Rust documentation that enables users to check, build, and search Rust documentation locally through cargo doc commands.

    Cargo Doc MCP Server

    spacemeowx2
    A
    security
    A
    license
    A
    quality
    A server for managing Rust documentation that enables users to check, build, and search Rust documentation locally through cargo doc commands.
    3
    3
    TypeScript
    MIT License

  • Why this server?

    Runs a language server and provides tools for communicating with it. Language servers excel at tasks that LLMs often struggle with, such as precisely understanding types, understanding relationships, and providing accurate symbol references.

    MCP Language Server

    isaacphi
    Verified
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    security
    A
    license
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    quality
    Runs a language server and provides tools for communicating with it. Language servers excel at tasks that LLMs often struggle with, such as precisely understanding types, understanding relationships, and providing accurate symbol references.
    172
    Go
    BSD 3-Clause
    • Apple
    • Linux

  • Why this server?

    An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context

    mcp-ragdocs

    hannesrudolph
    Verified
    A
    security
    A
    license
    A
    quality
    An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context
    7
    62
    81
    TypeScript
    MIT License

  • Why this server?

    Fetches and extracts comprehensive package documentation from multiple programming language ecosystems (JavaScript, Python, Java, etc.) for LLMs like Claude without requiring API keys.

    DocsFetcher MCP Server

    cdugo
    A
    security
    A
    license
    A
    quality
    Fetches and extracts comprehensive package documentation from multiple programming language ecosystems (JavaScript, Python, Java, etc.) for LLMs like Claude without requiring API keys.
    4
    5
    10
    JavaScript
    MIT License
    • Apple
    • Linux

  • Why this server?

    Semantic Scholar API, providing comprehensive access to academic paper data, author information, and citation networks.

    Semantic Scholar MCP Server

    YUZongmin
    Verified
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    security
    A
    license
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    quality
    Semantic Scholar API, providing comprehensive access to academic paper data, author information, and citation networks.
    22
    Python
    MIT License

  • Why this server?

    A server implementation that provides a unified interface for OpenAI services, Git repository analysis, and local filesystem operations through REST API endpoints.

    Model Control Plane (MCP) Server

    dvladimirov
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    security
    F
    license
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    quality
    A server implementation that provides a unified interface for OpenAI services, Git repository analysis, and local filesystem operations through REST API endpoints.
    Python
    • Linux
    • Apple

  • Why this server?

    Fast file search capabilities using Everything SDK

    mcp-everything-search

    mamertofabian
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    security
    A
    license
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    This server provides: * Fast file search capabilities using Everything SDK * Windows-specific implementation * Complements existing filesystem servers with specialized search functionality
    57
    Python
    MIT License