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Scored across 35 tools
Each tool targets a distinct aspect of MySQL operations, from raw diagnostics (list_transactions, lock_waits) to interpreted RCA (lock_wait_rca, slow_query_rca). Even closely related tools like table_sizes vs table_fragmentation are clearly separated by their data focus, so an agent can select unambiguously.
Naming mixes verb-first commands (kill_session, create_index), list_* nouns (list_transactions), and bare noun phrases (table_sizes, replica_status). While each category follows an internal pattern, the lack of a single convention across the whole surface makes the set feel less predictable.
With 35 tools, the surface is well beyond the 25+ threshold for typical MCP servers. Several read tools (table_sizes, table_fragmentation, table_status) could be consolidated, so the count feels inflated even for a broad AIOps domain.
The set provides end-to-end coverage of MySQL AIOps: observability, RCA, maintenance actions, and safe undo. Both raw data and interpreted analyses are present, and write operations are paired with reversibility, leaving no obvious dead ends in common workflows.