No user-submitted related servers found.
Scored across 38 tools
The tools are mostly cleanly separated by resource and action: collection CRUD, item CRUD, annotation CRUD, note management, PDF reading, and multiple search modes. The main overlap is among search tools such as zotero_search_items, zotero_advanced_search, zotero_search_by_tag, and zotero_search_by_citation_key, plus retrieval/synthesis tools for annotations and notes, but descriptions consistently clarify intended use. With 38 tools there remains some misselection risk, but boundaries are generally well drawn.
All tool names use the zotero_ prefix and snake_case, generally following a zotero_<verb>_<noun> pattern such as zotero_create_collection, zotero_update_item, and zotero_search_items. A few names like zotero_write_capabilities, zotero_authorize_local_writes, and zotero_batch_update are slightly less canonical but still readable and consistent.
Thirty-eight tools is heavy for an MCP server, even for a broad domain like Zotero. Many tools are niche helpers or mode-specific operations, and the surface exceeds the comfortable 3-15 range, increasing cognitive load and selection risk despite each tool having some purpose.
Coverage is broad: collections, items, attachments, notes, annotations, PDF navigation, tags, libraries, batch edits, and bibliography export are all present. However, zotero_semantic_search and zotero_update_search_database are repeatedly referenced in descriptions but are absent from the tool set, creating dead-end guidance for topic discovery and indexing. Standalone note creation and trash restoration are also not covered.