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Understanding Project Context

View all MCP Servers

  • Why this server?

    This server transforms documentation into a searchable knowledge base, providing context from project docs.

    mcp-rtfm

    ryanjoachim
    A
    security
    F
    license
    A
    quality
    Transform your non-existent or unreadable docs into an intelligent, searchable knowledge base that actually answers those 'basic questions' before they're asked.
    11
    33
    JavaScript
    • Apple
    • Linux

  • Why this server?

    This server curates access to documentation and best practices, useful for understanding project context.

    mcp-codex-keeper

    aindreyway
    -
    security
    A
    license
    -
    quality
    Serves as a guardian of development knowledge, providing AI assistants with curated access to latest documentation and best practices.
    4
    87
    52
    TypeScript
    MIT License

  • Why this server?

    This server provides access to Go documentation, helping LLMs understand Go projects.

    godoc-mcp

    mrjoshuak
    -
    security
    A
    license
    -
    quality
    godoc-mcp is a Model Context Protocol (MCP) server that provides efficient access to Go documentation. It helps LLMs understand Go projects by providing direct access to package documentation without needing to read entire source files.
    24
    Go
    MIT License

  • Why this server?

    Facilitates interaction with projects in cosense, providing context through middleware.

    cosense-mcp-server

    yosider
    -
    security
    F
    license
    -
    quality
    The cosense-mcp-server facilitates the integration with Claude Desktop by serving as a middleware command pipeline server, allowing for interaction with projects in cosense.
    7
    3
    TypeScript
    • Apple

  • Why this server?

    Provides access to Solana documentation for project context in Solana.

  • Why this server?

    Connects GitHub code to Claude, extracts code from repositories to provide context.

    @kazuph/mcp-github-pera1

    kazuph
    A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that connects GitHub code to Claude.ai. This server utilizes the Pera1 service to extract code from GitHub repositories and provide better context to Claude.
    1
    31
    1
    JavaScript
    MIT License
    • Apple

  • Why this server?

    Helps AI understand a GitHub repository by reading its structure and important files for overall context.

    mcp-git-ingest

    adhikasp
    -
    security
    A
    license
    -
    quality
    Helps AI read GitHub repository structure and important files. Want to quickly understand what a repo is about? Prompt it with "read https://github.com/adhikasp/mcp-git-ingest and determine how the code technically works".
    2
    60
    Python
    MIT License

  • Why this server?

    This server retrieves and processes documentation through vector search, allowing AI to augment responses with relevant 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?

    This server allows LLMs to directly interact with documents on-disk for agentic RAG and hybrid search, providing project-specific context.

    mcp-lancedb

    adiom-data
    -
    security
    A
    license
    -
    quality
    A Model Context Protocol (MCP) server that enables LLMs to interact directly the documents that they have on-disk through agentic RAG and hybrid search in LanceDB. Ask LLMs questions about the dataset as a whole or about specific documents.
    12
    31
    TypeScript
    MIT License
    • Apple

  • Why this server?

    Helps fetch documentation for packages in Go, Python, and NPM, for better code understanding

    MCP Package Docs Server

    sammcj
    A
    security
    A
    license
    A
    quality
    Facilitates LLMs to efficiently access and fetch structured documentation for packages in Go, Python, and NPM, enhancing software development with multi-language support and performance optimization.
    11
    239
    23
    TypeScript
    MIT License