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Jayaram-Nambiar

zotero-mcp

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      Enables managing Zotero libraries via the official Web API v3, including searching, creating, editing, and deleting items, collections, tags, notes, attachments, and performing batch operations, syncs, and file uploads/downloads.
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    • A
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      Integrates with Zotero's local API to search, retrieve, read PDFs, and add items by DOI from your Zotero library.
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    TDQS

    A3.9/5.0

    Scored across 7 tools

    Disambiguation4/5

    The read tools are clearly separated by action: search_zotero (query), list_zotero_items (paginate), list_zotero_collections (collections), and get_zotero_item (single fetch). The only fuzzy boundary is zotero_api, which is a raw catch-all that can technically do everything the other tools do, but its description frames it explicitly as the Web API escape hatch, so confusion is limited.

    Naming Consistency4/5

    All names use snake_case with a verb-led pattern (search_, list_, get_, upload_, embed_) plus a domain noun. The placement of 'zotero' varies (search_zotero vs list_zotero_items vs zotero_api), which is a minor cosmetic inconsistency but nothing confusing.

    Tool Count5/5

    Seven tools is well-scoped for a Zotero library server, with dedicated read tools plus file upload, word-field embedding, and a raw API fallback. Each tool earns its place without redundancy.

    Completeness4/5

    Reads (search, list items, list collections, get item), file upload, and word-field embedding are covered, and zotero_api provides the create/update/delete path so there are no hard dead ends. However, first-class create/update/delete and collection management are only reachable via the raw API, leaving minor ergonomic gaps.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues