schemabrain
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TDQS
Scored across 12 tools
Each tool has a clearly distinct purpose: describing at column/table/entity level, finding semantically, listing, getting metrics, resolving joins. No overlapping functionality; differences are explicitly noted in descriptions.
All tools follow a consistent verb_noun pattern (e.g., describe_column, list_metrics, suggest_joins). No mixing of conventions like camelCase or different verb styles.
12 tools is well-scoped for a schema analysis server, covering discovery, description, joining, and metric computation. Not excessively many nor too few.
The tool surface covers the core domain of schema exploration and metric queries comprehensively. Minor missing features like listing all tables at once, but overall no critical gaps for its purpose.