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"Understanding File Reading in Programming" matching MCP servers:

  • Co Reading Kit

    Youxuuuuu
    A
    license
    -
    quality
    B
    maintenance
    A low-token human-AI co-reading MCP tool that imports local EPUB/TXT/Markdown books into chunks, enabling AI to read only relevant fragments and write co-reading results to long-term reading notes and progress files.
    Last updated
    34
    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.
    Last updated
    5
    101
    2
    Apache 2.0

  • All-in-MCP

    isomoes
    A
    license
    C
    quality
    C
    maintenance
    Enables academic research through paper search across multiple databases (IACR, CryptoBib, Crossref, Google Scholar), PDF processing, and GitHub repository browsing. Features modular architecture with FastMCP-based proxy server routing to specialized academic tools.
    Last updated
    7
    2
    MIT

  • ifsc-in

    pipeworx-io
    A
    license
    -
    quality
    C
    maintenance
    Enables Indian bank branch IFSC code lookup via Razorpay's open API, allowing AI agents to retrieve branch details using IFSC codes.
    Last updated
    MIT

  • Huoshui File Search

    huoshuiai42
    A
    license
    B
    quality
    D
    maintenance
    Enables fast file search on macOS using the native mdfind (Spotlight) command, with support for filtering, regex, sorting, and limiting results.
    Last updated
    1
    MIT

  • Realty In Au MCP Server

    BACH-AI-Tools
    A
    license
    B
    quality
    D
    maintenance
    Enables access to Australian real estate data through the Realty In Au API, supporting property listings, agent/agency information, property details, school lookups, and property search with various filters.
    Last updated
    13
    MIT

  • file-finder-mcp

    StepanCooleague
    F
    license
    B
    quality
    D
    maintenance
    A MCP server that allows searching for files in the filesystem based on path fragments, returning file metadata including name, path, size, and creation date.
    Last updated
    1

  • Realty In Ca1 MCP Server

    BACH-AI-Tools
    A
    license
    B
    quality
    D
    maintenance
    Enables users to access the Realty In Ca1 API to search for residential and commercial property listings, view detailed property information, and retrieve neighborhood demographics or statistics. It supports filtering by geographic location, price range, building type, and other real estate characteristics.
    Last updated
    MIT

  • File Search Tool

    RJTPP
    A
    license
    -
    quality
    C
    maintenance
    An MCP server that enables file system search and inspection, including directory listing, regex-based file name and content searches, and reading text, PDF, and DOCX files.
    Last updated
    1
    MIT

  • File Search Server

    liu10250510
    F
    license
    -
    quality
    D
    maintenance
    Enables intelligent file searching in local directories using natural language queries. Supports searching by file type, filename patterns, and content across multiple formats including PDF, Word, Excel, and text files with AI-powered relevance scoring.
    Last updated

  • RAG In A Box MCP Server

    DevNexsler
    F
    license
    -
    quality
    B
    maintenance
    Enables any MCP-compatible AI assistant to search, filter, and retrieve information from a local document collection using a hybrid search pipeline with vector, BM25, reranking, and LLM enrichment.
    Last updated
    4

  • Local File Organizer

    diganto-deb
    F
    license
    -
    quality
    D
    maintenance
    A file organization MCP server that safely categorizes and manages files in allowed directories by type, with search and analysis capabilities.
    Last updated
    4