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"Reading Local Project Files to Assist Development" 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.
    59
    MIT

  • Files MCP Server

    verymbuemo
    A
    license
    -
    quality
    D
    maintenance
    Stdio MCP server for sandboxed file access — read files, search content, safely edit with checksums, and manage file structure.
    13
    ISC

  • local-docs-mcp

    BitFigther
    F
    license
    A
    quality
    C
    maintenance
    Enables local document search and reading across formats like docx, pdf, md, and more, providing tools for listing, searching, and reading documents.
    3

  • local-Rag

    zongzi-zongzhi
    A
    license
    A
    quality
    C
    maintenance
    A local-first document retrieval MCP server that enables AI coding tools like Codex to search private local documents via semantic search and keyword boost, supporting ingestion of PDF, DOCX, TXT, Markdown, and HTML files.
    7
    MIT

  • crossref-local

    scitex-ai
    A
    license
    A
    quality
    A
    maintenance
    A local CrossRef database MCP server enabling full-text search across 167M+ scholarly works, citation analysis, and impact factor retrieval without rate limits or internet dependency.
    17
    5
    AGPL 3.0

  • Local Falcon MCP Server

    local-falcon
    A
    license
    C
    quality
    B
    maintenance
    Connects AI systems to Local Falcon API, enabling access to local SEO reporting tools including scan reports, trend analysis, keyword tracking, and competitor data through the Model Context Protocol.
    21
    65
    24
    MIT

  • Docs-to-AI

    dorianmeric
    A
    license
    -
    quality
    C
    maintenance
    Enables LLMs to query documents using semantic search, supporting PDFs, Word, Excel, and more. Organizes documents by topics from folder structure and provides advanced search features like phrase matching and date filtering.
    1
    MIT

  • project-lore-mcp

    tamas-fm
    A
    license
    -
    quality
    A
    maintenance
    Routes coding agents to the most relevant project documentation (decisions, intent, constraints) with provenance and freshness, providing tools for task routing, knowledge search, and document context.
    52
    MIT

  • AstraMemory Local

    astragenie
    F
    license
    -
    quality
    B
    maintenance
    Local-first memory daemon for AI coding agents that captures session transcripts, distills typed memories (decisions, facts, lessons, commands, todos), and serves them via hybrid search through MCP tools.

  • docs-to-mcp

    fayazara
    F
    license
    -
    quality
    D
    maintenance
    A Cloudflare Worker that transforms Cloudflare AI Search (AutoRAG) instances into an MCP server for querying documentation. It enables AI models to search and retrieve relevant information from custom document sets stored in R2 buckets.
    17

  • mcp-searxng-local

    dduartee
    A
    license
    A
    quality
    B
    maintenance
    MCP server for local web search via SearXNG, providing unlimited queries without API keys or cost, with automatic fallback to public instances.
    3
    1
    MIT

  • LINE Local MCP

    curzer1995-777
    A
    license
    A
    quality
    C
    maintenance
    A read-only MCP server that lets AI search a user's own LINE Desktop chat history on macOS, providing tools to list chats, retrieve messages, and search conversations directly from the local encrypted database.
    5
    MIT