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kiyeonjeon21

anydocs

by kiyeonjeon21
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    • litedocs-mcp

      gowthamraj07
      A
      license
      A
      quality
      C
      maintenance
      Enables AI agents to search a local folder of Markdown, AsciiDoc, and text files through a SQLite FTS5 keyword index, returning the most relevant sections with file paths, line ranges, and heading breadcrumbs instead of grepping through a repo. It also exposes tools to list indexed documents and refresh the index incrementally, all offline with no dependencies, network calls, or embeddings.
      3
      MIT

    • ContextPull

      mi2arun
      A
      license
      Not graded
      quality
      A
      maintenance
      Turns a local folder of documents into a queryable index that an LLM agent can pull from on demand, keeping only a compact table of contents in context. Exposes five tools (index, search, read, grep, neighbours) over a single offline SQLite FTS5 store so the model retrieves exact, citable sections instead of being handed whole files.
      MIT

    • folder-index

      git-raka
      A
      license
      Not graded
      quality
      B
      maintenance
      Enables AI agents to search any local folder through a private SQLite FTS5 index that extracts text from PDFs, Office documents, plain text, code and zip listings, returning ranked matches instead of slow ls/grep scans. It also supports metadata and glob listing, paged retrieval of already-extracted text, duplicate detection, and incremental background re-indexing with secrets and caches excluded by default.
      MIT

    • karpathy-mcp

      simon123h
      A
      license
      Not graded
      quality
      B
      maintenance
      Gives AI agents fast, read-only access to a local knowledge base of Markdown notes and other text documents via a SQLite full-text index. Enables ranked section-level search, reading whole notes or single sections, heading outlines, note listing, and link/backlink navigation without slow disk walks.
      Apache 2.0

    • officegrep

      Asgoresmilelong
      A
      license
      Not graded
      quality
      A
      maintenance
      Enables agents to run full-text search inside Word, PowerPoint, Excel, PDF, and plain-text files by extracting their contents into a single local SQLite FTS5 index. Exposes tools to search documents with ranked highlighted snippets and human-readable locators, list indexed files, and incrementally build or refresh the index.
      MIT

    • my-kb

      alexiuhubhiu
      F
      license
      Not graded
      quality
      C
      maintenance
      Enables agents to search a local, fully offline personal document library (Markdown/txt/PDF/docx) via SQLite FTS5 trigram search with subject-terminology expansion, returning every hit with its domain, document title, section path, and page or offset provenance. It also exposes domain statistics, incremental ingestion, and document deprecation as tools, alongside a read-only, runtime-persona-scoped ask/coverage mode.
      -
    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    A4.7/5.0

    Scored across 5 tools

    Disambiguation5/5

    All five tools have clearly distinct purposes: search_docs for ranked snippet search, grep_docs for raw regex fallback, read_doc for full page/section reading, list_sources for enumerating documentation sets, and list_pages for mapping pages within a source. No overlap in functionality.

    Naming Consistency5/5

    Every tool follows a consistent verb_noun pattern with snake_case (e.g., grep_docs, list_pages, search_docs), making the naming predictable and easy for agents to infer tool behavior.

    Tool Count5/5

    Five tools is an ideal size for a documentation server: it covers all essential operations (listing, searching, reading) without bloat. Each tool earns its place and the set is well-scoped for the domain.

    Completeness5/5

    The tool surface is complete for a read-only documentation server. It provides listing, searching (both standard and regex), and reading capabilities. The inclusion of grep_docs as a last-resort raw search fills a niche gap, and no obvious CRUD operations are missing for this use case.

    Maintenance

    ActivityStale
    ResponsivenessNo issues

    Resources