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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
      15
      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.
      MIT

    TDQS

    B3.4/5.0

    Scored across 49 tools

    Disambiguation2/5

    Multiple search tools (search, search_library, search_fulltext) have overlapping purposes, and fetch duplicates get_item_details. Several combinations like delete_tags vs remove_tags and add_note vs create_annotation require careful reading to distinguish, creating notable ambiguity.

    Naming Consistency4/5

    The vast majority of tools follow a clear verb_noun pattern (list_collections, add_tags, update_note, delete_item). Minor exceptions like bare 'search'/'fetch', 'health_check' instead of check_health, and plural inconsistency in 'add_papers_by_dois' prevent a perfect score.

    Tool Count2/5

    With 49 tools, the server is far beyond the 25+ threshold considered excessive. While each tool covers a specific aspect of Zotero library management, the sheer number makes the surface difficult for an agent to navigate efficiently.

    Completeness4/5

    The toolset comprehensively covers items, collections, tags, notes, annotations, attachments, search, and export. Minor gaps exist, such as no generic URL import or a paginated tool to list all library items, but core workflows are well supported.

    Maintenance

    ActivityMaintained
    ResponsivenessResponsive