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Alternatives to zotero-grounded-mcp

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    Related Servers

    • F
      license
      Not graded
      quality
      A
      maintenance
      This MCP server gives AI assistants access to a Zotero library, enabling them to search items, retrieve complete item metadata, and pull the full text of attached documents such as PDFs. It works against either the Zotero desktop app's local API or the Zotero Web API.
      -
    • F
      license
      Not graded
      quality
      A
      maintenance
      This MCP server enables AI assistants to search a Zotero library, retrieve complete item metadata, and access full-text content such as PDFs, using either the local Zotero API or the Zotero Web API.
      -
    • A
      license
      Not graded
      quality
      D
      maintenance
      MCP server that connects to a local Zotero library, enabling search, citation generation with CSL styles, and automatic bibliography updates in Markdown documents.
      233 npm
      1
      MIT

    TDQS

    A4/5.0

    Scored across 9 tools

    Disambiguation4/5

    Most tools target distinct actions: retrieval (get_item, get_notes, get_attachments), discovery (search, collections), and citation output (cite, bibliography, cite_stub, process_docx). However, cite and bibliography both generate reference text, and cite_stub may be confused with cite at first glance.

    Naming Consistency3/5

    All tools share the zotero_ prefix and use snake_case, but the pattern is inconsistent: some are verb_noun (zotero_get_item, zotero_process_docx), some are verb-only (zotero_search, zotero_cite), some are noun-only (zotero_collections, zotero_bibliography), and one is verb_noun with a noun complement (zotero_cite_stub). This mixed style is readable but not fully predictable.

    Tool Count5/5

    With 9 tools, the server is well-scoped for its purpose: Zotero lookup, citation generation, and docx processing. Each tool fills a distinct role in the workflow, and the count is neither bloated nor sparse.

    Completeness5/5

    The tool surface covers the full citation-writing workflow: searching and retrieving items, accessing notes/attachments, generating citations and bibliographies, validating stub keys, and converting stubs into live Zotero fields. No critical missing operations for the stated domain.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues