OpenUSPublicDataMCP
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TDQS
Scored across 16 tools
Most tools have distinct targets (Socrata, CKAN, ArcGIS, etc.), but `find_us_data_sources` and `list_public_data_sources` could be confused as both deal with listing sources. Descriptions help differentiate, but slight overlap exists.
Tools consistently use snake_case with a verb_noun pattern (e.g., query_socrata_dataset). Minor deviation: `health_check` is not verb_noun but still clear. Overall pattern is predictable.
16 tools cover a broad range of US public data sources (federal, state, local) without being overwhelming. Each tool serves a distinct purpose in data discovery and querying.
Tools cover major platforms (Socrata, CKAN, ArcGIS, Data.gov) and federal data sources. Missing a dedicated CKAN dataset query tool (only search exists), but overall coverage is strong for a read-only discovery server.