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BIH-CEI

zotero-comfort

by BIH-CEI

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    • A
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      A
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      An MCP server that embeds into Zotero, enabling AI agents to search, manage, enrich metadata, import papers, and automate research workflows through 42 tools including PDF retrieval and annotation synthesis.
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    • A
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      MCP server that exposes 45 tools for Zotero reference management, enabling AI agents to read/write items, search, extract PDF text, and manage workspaces via the Zotero CLI.
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    • F
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      MCP server for interacting with a Zotero library via the local API. Enables searching, retrieving, creating, updating, and deleting Zotero items, managing collections and tags, and generating citations.
      -

    TDQS

    B3.1/5.0

    Scored across 17 tools

    Disambiguation2/5

    Multiple search tools overlap: zotero_search, search_personal_library, search_group_library, zotero_semantic_search, and find_related_papers have unclear boundaries. Also zotero_semantic_search and find_related_papers both appear to provide similar-paper semantic search.

    Naming Consistency3/5

    Most names are snake_case and verb_noun, but prefix usage is inconsistent: zotero_* is mixed with bare search_* and action-style names like build_reading_list, smart_add_paper, and export_bibliography. Some near-duplicate functions have very different naming (zotero_semantic_search vs find_related_papers).

    Tool Count4/5

    17 tools is slightly above the typical well-scoped range, but the domain (search, collection management, external import, bibliography export, library configuration) justifies most of the surface. The extra weight comes from some redundant search variants rather than truly unnecessary tools.

    Completeness3/5

    The server covers searching, metadata, fulltext, collection listing, external imports, and export, but lacks essential library management operations such as updating or deleting items, creating/deleting collections, and tag management. Common Zotero workflows still have noticeble gaps.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues