Skip to main content
Glama
Sign In

Search for:

Implementing RAG (Retrieval-Augmented Generation) on Local Files

View all MCP Servers

  • Why this server?

    This server enables AI assistants to interact with file systems, among other resources, making it suitable for RAG in local files.

    MCP Toolkit

    zxfgds
    -
    security
    F
    license
    -
    quality
    A comprehensive Model Context Protocol server implementation that enables AI assistants to interact with file systems, databases, GitHub repositories, web resources, and system tools while maintaining security and control.
    16
    TypeScript

  • Why this server?

    This server allows users to chat with code or docs by simply pointing to a git repository or folder, enabling local file-based RAG.

    Docs MCP Server

    buger
    Verified
    A
    security
    F
    license
    A
    quality
    A flexible Model Context Protocol server that makes documentation or codebases searchable by AI assistants, allowing users to chat with code or docs by simply pointing to a git repository or folder.
    1
    77
    7
    JavaScript

  • Why this server?

    Enables LLMs to read, search, and analyze code files with advanced caching and real-time file watching capabilities, ideal for RAG over local code.

    MCP File Context Server

    bsmi021
    -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that enables LLMs to read, search, and analyze code files with advanced caching and real-time file watching capabilities.
    5
    JavaScript
    MIT License
    • Linux
    • Apple

  • Why this server?

    Allows AI models to perform file system operations, specifically reading files which is crucial for RAG.

    MCP File Server

    codyde
    A
    security
    F
    license
    A
    quality
    Enables AI models to perform file system operations (reading, creating, and listing files) on a local file system through a standardized Model Context Protocol interface.
    3
    JavaScript

  • Why this server?

    Provides secure, read-only access and file search within a specified directory, making it suitable for RAG with local files.

    MCP Filesystem Python

    mtunell
    -
    security
    A
    license
    -
    quality
    A secure MCP server enabling read-only access and file search capabilities within a specified directory, while respecting .gitignore patterns.
    Python
    MIT License
    • Apple
    • Linux

  • Why this server?

    Enables interaction with Box files and folders, useful for accessing and querying data from local files stored in Box.

    MCP Server Box

    box-community
    Verified
    A
    security
    F
    license
    A
    quality
    A Python server that enables interaction with Box files and folders through the Box API, allowing operations like file search, text extraction, and AI-based querying and data extraction.
    8
    13
    Python
    • Apple
    • Linux

  • Why this server?

    Allows Claude Desktop and similar tools to access and summarize code files, facilitating easier understanding and utilization of local code.

    Code Summarizer MCP

    nicobailon
    Verified
    -
    security
    F
    license
    -
    quality
    Allows LLM tools like Claude Desktop and Cursor AI to access and summarize code files through a Model Context Protocol server, providing structured access to codebase content without manual copying.
    TypeScript
    • Linux
    • Apple

  • Why this server?

    Automates file handling and leverages AI, allowing secure access to local files for enhanced development workflows.

    UltimateCoder

    m-ahmed-elbeskeri
    Verified
    -
    security
    -
    license
    -
    quality
    Transform your local machine into a powerful code command center. Automate file handling, run terminal commands, and leverage AI to enhance your development workflows—all securely and instantly, without cloud latency.
    1
    Python
    MIT License

  • Why this server?

    Designed to efficiently dump codebase context into Large Language Models, making it great for creating RAG pipelines with local files.