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Scored across 11 tools
Each tool targets a distinct step or resource in the database exploration workflow: guide, connections, databases, tables, search_schema, describe, find_ref, sample, count, query, and explain. Descriptions explicitly cross-reference alternatives (e.g., use search_schema when you don't know the table, use query instead of sample for joins), leaving no meaningful overlap.
All names are lowercase snake_case with no casing or separator inconsistencies. However, the set mixes noun-style list tools (connections, databases, tables) with verb-style action tools (describe, sample, query), so it is not a strict verb_noun pattern throughout.
Eleven tools is well within the ideal range and each tool earns its place: discovery, schema inspection, sampling, counting, querying, performance analysis, and reference resolution. No tool feels redundant or excessive for a read-only database assistant.
The surface covers the full read-only lifecycle from connection discovery through schema browsing, targeted search, structure inspection, sampling, exact counts, general SQL, query plans, and UUID reference resolution. There are no obvious dead ends for the stated purpose, and write operations are intentionally limited by the read-only model.