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    Related Servers

    • A
      license
      Not graded
      quality
      A
      maintenance
      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.
      206
      AGPL 3.0
    • F
      license
      Not graded
      quality
      A
      maintenance
      Enables MCP-capable agents to securely manage a local Zotero library through a plugin-hosted MCP endpoint, supporting read, write, search, and import/export operations with safety workflows like dry-run and approval.
      4
      -
    • F
      license
      Not graded
      quality
      D
      maintenance
      Enables AI assistants to search and retrieve metadata, abstracts, and notes from a user's Zotero library through tools like search, get item, and list collections.
      -
    • A
      license
      C
      quality
      D
      maintenance
      Enables interaction with Zotero libraries for searching, managing collections, items, tags, and attachments, plus optional semantic search across PDFs via local embeddings.
      38
      2
      MIT
    • F
      license
      Not graded
      quality
      C
      maintenance
      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

    A3.9/5.0

    Scored across 39 tools

    Disambiguation4/5

    Most tools are clearly separated, aided by exceptionally thorough descriptions that cross-reference sibling tools (e.g., add_tags/remove_tags/set_tags vs rename_tag; download_attachment vs get_fulltext; trash_item vs delete_item_permanently). The main ambiguity risk is the cluster of metadata-discovery tools—list_item_fields, list_item_type_fields, list_item_creator_types, list_creator_fields—whose subtle boundaries could cause misselection, and the update_item/update_publication_status pair where one is a special case of the other.

    Naming Consistency4/5

    The set consistently follows snake_case verb_noun conventions: list_* for reads, create_*/update_*/delete_* for lifecycle operations, and add_*/remove_*/set_* for granular edits. Minor deviations include upload_attachment (which breaks the create_* pattern used by create_note/create_item), the asymmetric restore_from_trash vs trash_item pair, and the verbose move_item_to_different_library.

    Tool Count2/5

    At 39 tools, the surface is well beyond the 25+ threshold, even though Zotero's domain is genuinely complex. The count is inflated by five metadata-listing tools (list_item_types, list_item_fields, list_item_type_fields, list_item_creator_types, list_creator_fields) and five tag-related tools that could plausibly be consolidated into fewer, more general introspection and tag-management tools.

    Completeness4/5

    Lifecycle coverage is strong: items have full CRUD plus trash/restore/permanent-delete and cross-library move; collections, notes, attachments, and tags all have appropriate creation, mutation, and deletion paths. The notable gap is saved searches, which have create/list/delete but no update tool, forcing delete-and-recreate workflows; attachment metadata updates also lack a dedicated tool, though update_item likely covers them since attachments are items.

    Maintenance

    ActivityActive
    ResponsivenessUnresponsive