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NiKuma0
by NiKuma0

Related Servers

Alternatives to tolstoy-mcp

No user-submitted related servers found.

    Related Servers

    • A
      license
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      C
      maintenance
      Enables Claude to search and read the user's local document collection (PDF, Word, Excel, Markdown, plain text) during a conversation by subject, by file name/path, or by exact word, and to retrieve file contents page by page. It also supports finding folders relevant to a topic and checking indexing status, with everything running locally on the user's machine.
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    • A
      license
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      Enables Claude to query a locally imported collection of PDF, TXT, and MD files via SQLite FTS5 full-text search (including Chinese), and to browse notebooks, source files, and individual passages. Every search result carries traceable citations such as filename, page number, line number, or timestamp.
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    • A
      license
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      A
      maintenance
      Enables Claude to search locally indexed exported chat history and project docs, retrieving full messages and conversation IDs via full-text search.
      1
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      license
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      quality
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      maintenance
      Enables local RAG-based book and PDF search through Claude Desktop, using hybrid BM25 and vector retrieval with ChromaDB, plus optional OCR for scanned documents.
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      license
      Not graded
      quality
      B
      maintenance
      Enables Claude Code to search and retrieve from a local knowledge base of markdown notes using hybrid semantic+keyword search, keeping data entirely offline.
      13 npm
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    • A
      license
      Not graded
      quality
      C
      maintenance
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    TDQS

    B3.4/5.0

    Scored across 2 tools

    Disambiguation5/5

    The two tools have clearly distinct purposes: 'recall' performs hybrid search for fragments by topic, while 'read_document' sequentially reads a full document. An agent can easily tell them apart without overlap.

    Naming Consistency4/5

    'read_document' follows a clear verb_noun pattern, but 'recall' is a bare verb without an object, deviating slightly. Both are lowercase and action-oriented, so the set is mostly consistent with minor variation.

    Tool Count3/5

    Two tools are borderline thin for a corpus server; typical well-scoped sets have 3–15 tools. While search and read cover a basic retrieval loop, additional tools for discovery or metadata could be expected.

    Completeness3/5

    The surface allows searching and reading documents, but there is no explicit way to list or browse available documents, nor to retrieve metadata such as dates or titles. This creates a notable gap for agents that need to discover what exists before reading.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues