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Related Servers

Alternatives to Citepath

No user-submitted related servers found.

    Related Servers

    • A
      license
      Not graded
      quality
      C
      maintenance
      Index any documentation website and search it from AI coding assistants via the Model Context Protocol (MCP).
      11 npm
      11
      MIT
    • F
      license
      Not graded
      quality
      D
      maintenance
      Indexes documentation sites by base URL and serves keyword search, optional semantic search, and Markdown page retrieval as MCP tools, all from a single SQLite file.
      -
    • A
      license
      A
      quality
      A
      maintenance
      MCP server that gives AI coding agents on-demand access to private project docs via BM25 ranked search. One setup for Claude Code, Cursor, Codex, Gemini CLI, and more. Docs stay private, never in public repos.
      15
      16
      Apache 2.0
    • F
      license
      Not graded
      quality
      A
      maintenance
      Exposes a local hybrid (vector + BM25) index of scattered notes, docs, PDFs, and chat logs to AI hosts like Claude Desktop, Cursor, and Cline, letting agents search and get cited answers. It publishes a set of tools, resources, and prompts so any MCP-compatible client can query that knowledge base with section-level citations.
      -
    • A
      license
      Not graded
      quality
      D
      maintenance
      Indexes local files (PDF, TXT, CSV, Markdown) with embeddings for semantic search. Provides both CLI and MCP server interfaces so Claude Desktop can search and read your local documents.
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Turns any folder of PDFs, markdown, and text files into a local, queryable knowledge base exposed as an MCP server. Enables MCP-compatible agents to semantically search indexed documents, retrieve relevant passages with source and relevance scores, list or reindex documents, and inspect cache and token usage — instead of reading whole files into context.
      1
      MIT

    TDQS

    A4.6/5.0

    Scored across 3 tools

    Disambiguation5/5

    Each tool targets a distinct action: search finds passages, get_passage retrieves a specific passage by ID, and list_sources enumerates available sources. The descriptions explicitly clarify the intended workflow (e.g., 'Start here' for search, 'after search has found it' for get_passage), leaving no overlap.

    Naming Consistency4/5

    Two tools follow a clear verb_noun pattern (get_passage, list_sources) in snake_case, but 'search' is a bare verb without a noun. This minor deviation is readable and common, but not fully consistent with the established pattern.

    Tool Count5/5

    The server's narrow purpose (documentation search and passage retrieval) is served by exactly three well-scoped tools: finding content, drilling into specific passages, and listing sources. Each tool is necessary, and the count sits at the low end of the recommended 3-15 range without feeling thin.

    Completeness5/5

    The read-only surface covers the essential workflow: discover sources, search across them, and retrieve full passages with neighborhood context. Source management is intentionally delegated to the CLI, so no obvious gaps exist for the MCP role.

    Maintenance

    ActivityNo data
    ResponsivenessNo issues