nara-catalog-mcp
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TDQS
Scored across 18 tools
There is a large cluster of search tools (search_records, search_records_advanced, search_transcriptions, search_tags, search_extracted_text, search_comments, search_by_contribution_text) plus mirroring getters, which could cause misselection. However, the descriptions carefully draw the line — notably search_by_contribution_text returning records vs. the contribution-returning siblings — so an attentive agent can tell them apart.
Nearly everything follows a clean snake_case verb_noun pattern (get_record, search_records, browse_children, download_page_image). The lone outlier is api_budget, a bare noun that breaks the convention, but it is a minor deviation.
18 tools is on the heavier side but each maps to a distinct resource or surface (records, images, OCR, transcriptions, tags, comments, partner objects, hierarchy, budget), so most earn their place. It sits just past the comfortable 3-15 range rather than being bloated.
The surface covers search, full-record read, page-image listing/download, machine and human text, citizen tags/comments, partner objects, hierarchy descent, and budget tracking. Only minor gaps exist, such as no explicit ancestor-walk or citation-export tool, though ancestors are folded into get_record.