A
licenseA
qualityA
maintenanceMCP server that lets AI assistants search, create, organize, and cite from a Zotero library.
39
3
MIT
zotero-grounded-mcp
by msantelli
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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