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Scored across 41 tools
Most tools target distinct resource/action pairs, and the descriptions cross-reference each other heavily, especially among the five search tools. The main ambiguity risk is between get_annotations, get_notes, and synthesize_annotations, and among the search variants, where careful reading is required to avoid misselection.
All tools share the zotero_ prefix and mostly follow a verb_noun pattern with get_, search_, create_, update_, and delete_. Minor deviations like zotero_manage_note as a multi-action CRUD tool, add_item versus create_collection, and set_item_collections versus update_item keep it from being perfectly uniform.
41 tools is well past the 25+ threshold, and while Zotero is a broad domain, the surface feels bloated: five search tools, seven collection-related tools, and multiple PDF-reading variants create redundancy. Several tools could be consolidated or parameterized without losing capability.
The surface covers the core Zotero lifecycle well: items, collections, notes, annotations, PDF reading, search, semantic search, bibliography export, and batch updates. Minor gaps remain, such as no direct library-wide paginated item listing and no API restore from Trash, but these are workable around.