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Alternatives to zotero-library-mcp

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    Related Servers

    • A
      license
      A
      quality
      C
      maintenance
      A lightweight MCP server that connects AI agents to a local Zotero library for paper management and metadata retrieval. It enables users to search titles and abstracts, browse collections, and automatically ingest papers via arXiv ID or DOI with PDF attachments.
      8
      25 PyPI
      17
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      An MCP server that gives AI agents read access to a Zotero library, enabling search, item metadata, collections, tags, notes, and full-text search of attached PDFs.
      14 PyPI
      MIT

    TDQS

    C2.9/5.0

    Scored across 51 tools

    Disambiguation3/5

    Most tools target distinct Zotero resources and actions, but search_library, search_fulltext, and search overlap heavily, and fetch duplicates get_item_details. An agent could struggle to choose the right search or retrieval tool without trial and error.

    Naming Consistency4/5

    Predominantly snake_case verb_noun (add_paper_by_doi, list_collections, delete_item). Minor deviations like health_check and bare verbs search/fetch are readable but slightly inconsistent.

    Tool Count1/5

    51 tools is far beyond the 25+ threshold and qualifies as an extreme mismatch for a single MCP server. While the domain is broad, many tools could be consolidated, such as search variants, batch/single adds, and attachment operations.

    Completeness4/5

    The surface covers items, collections, tags, notes, annotations, imports/exports, trash, search, and libraries very thoroughly. Minor gaps remain, such as explicit attachment deletion/update and batch item operations.

    Maintenance

    ActivityMaintained
    ResponsivenessResponsive