SudnoKontrol MCP
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TDQS
Scored across 4 tools
Each tool has a distinct purpose: dataset metadata, free-text search, exact registration-number lookup, and aggregate statistics. No overlaps in function; even search and lookup are clearly separated by exact vs. fuzzy matching.
All tool names follow the same verb_noun snake_case convention: get_dataset_metadata, search_vessel_registries, lookup_vessel, get_registry_stats. Consistent and predictable.
4 tools is well-scoped for a read-only registry API. Each tool covers a necessary operation without redundancy or bloat.
The surface fully covers the domain's read-side: metadata discovery, flexible search, exact lookup, and statistics. No essential operations are missing for the stated purpose.