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  • google-drive-rag-mcp

    asamiile
    A
    license
    A
    quality
    B
    maintenance
    A local MCP server that enables LLMs to securely search and read files within designated Google Drive folders. Supports Google Docs, Google Sheets, PDFs, and plain text with strict folder-scoping via service account authentication.
    4
    MIT

  • File AI

    flyfish-dev
    A
    license
    B
    quality
    C
    maintenance
    A read-only MCP server that provides document awareness for agents by parsing local files into structured profiles, blocks, chunks, and search results, enabling agents to understand and cite document content without dealing with raw file formats.
    5
    38
    3
    Apache 2.0

  • Synapse MCP Server

    susheel
    A
    license
    C
    quality
    F
    maintenance
    A Model Context Protocol server that exposes Synapse Entities (Datasets, Projects, Folders, Files, Tables) with their annotations, enabling programmatic access to Synapse data resources through a RESTful API.
    7
    11
    MIT

  • rag-mcp

    MasihMoafi
    A
    license
    Not graded
    quality
    C
    maintenance
    A local hybrid-search MCP server that enables coding agents to query files and folders using natural language, returning relevant code chunks with exact source paths. Everything runs on-device with no API keys or network calls.
    4
    MIT

  • SAGA

    mlauf-labs
    A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI agents to perform fused hybrid search and reorganize documents, folders, and metadata in the SAGA document archive via MCP tools.
    1
    Apache 2.0

  • TableRAG

    BitDG
    A
    license
    Not graded
    quality
    B
    maintenance
    Turns Excel/CSV folders into a traceable, read-only AI knowledge layer; provides deterministic data queries, schema discovery, and evidence-backed search via MCP.
    1
    Apache 2.0

  • vectorise-mcp

    jameslovespancakes
    A
    license
    Not graded
    quality
    D
    maintenance
    Local MCP server that indexes folders of documents into a hybrid vector + keyword search index for Claude Desktop, with support for PDFs, Office files, and images via OCR.
    MIT

  • code-search

    amolchanov
    A
    license
    Not graded
    quality
    D
    maintenance
    Enables semantic code search across indexed code folders using vector embeddings, with support for multiple embedding providers and automatic file watching. Provides an admin UI and integrates with MCP clients for natural language code queries.
    MIT

  • Document MCP

    MENARHQ-cloud
    F
    license
    Not graded
    quality
    C
    maintenance
    Enables reading and searching documents in allowlisted folders via LiteLLM and MCP tools, using COM for Office files to support IRM-protected content.

  • folder-mcp

    okets
    F
    license
    Not graded
    quality
    D
    maintenance
    Enables LLMs to securely read, search, and analyze local file systems through the Model Context Protocol. Provides tools for listing files, pattern-based searching, and reading file contents with built-in security validation.
    6

  • Mnē-MCP

    Gatoco
    F
    license
    Not graded
    quality
    B
    maintenance
    Enables retrieval-augmented question answering over Obsidian vaults and document folders, with local embeddings, vector search, and cited source paths.

  • mcp-doc-search

    anujmv
    A
    license
    A
    quality
    C
    maintenance
    Enables searching and retrieving documents from a local folder to ground LLM answers in your files.
    2
    MIT

  • AgentBase MCP Server

    AgentBase1
    A
    license
    A
    quality
    D
    maintenance
    Open registry of agent instruction files — system prompts, skills, workflows, and domain packs. Exposes the OpenClaw registry via 4 MCP tools: search by keyword/category, fetch full instruction files, list categories, and get top-rated files. CC0 licensed, free to use.
    4
    54
    1
    MIT

  • docs-rag-mcp

    shrish346
    F
    license
    A
    quality
    C
    maintenance
    Searches local markdown files using TF-IDF retrieval and serves full documents as resources.
    1