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otolab
by otolab

Related Servers

Alternatives to search-docs

No user-submitted related servers found.

    Related Servers

    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables AI agents to search, read, and traverse a local knowledge base of Markdown files using full-text search and relationship graph, reducing token usage.
      MIT
    • A
      license
      Not graded
      quality
      C
      maintenance
      Enables agentic document retrieval over markdown, CSV, and JSONL using BM25 and tree navigation, without vector databases or embeddings, allowing AI agents to search, browse, and retrieve structured document sections.
      45
      1
      MIT
    • A
      license
      A
      quality
      C
      maintenance
      Enables local-first hybrid knowledge retrieval from authorized Markdown and plain-text files, combining full-text and vector search with reranking and traceable source references via a single search tool.
      1
      MIT

    TDQS

    A3.7/5.0

    Scored across 10 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: status checks, search, outline, index maintenance, related project management, initialization, and document retrieval. No two tools overlap in function or ambiguity.

    Naming Consistency2/5

    Naming conventions are inconsistent. While get_* tools are consistent, index_status, index_purge, maintenance_repair, and init deviate from a uniform verb_noun pattern, mixing noun-first and bare verb forms.

    Tool Count5/5

    10 tools is well within the ideal range for a search-docs server. Each tool covers a distinct aspect of the domain (search, indexing, project management, init) without redundancy.

    Completeness3/5

    The surface covers core operations but has gaps: no remove_related_project to complement add_related_project, and no explicit index rebuild tool (only mentioned as a post-repair step). Additionally, there is no direct way to list all documents beyond index status counts.

    Maintenance

    ActivityMaintained
    ResponsivenessResponsive