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Scored across 7 tools
Each tool serves a clearly distinct role: introspection (server_info), schema lookup (get_operation_schema), catalog management (refresh_catalog), discovery (search_operations), generic invocation (call_operation), and domain conveniences (list_sites, list_devices). No two tools have overlapping purposes; even the metadata tools chain together in an obvious workflow.
Most tools follow a clean verb_noun snake_case pattern: get_, refresh_, search_, call_, list_. server_info is the only deviation, being noun_noun instead of get_server_info, but it remains readable and does not introduce style mixing.
Seven tools is well within the ideal 3-15 range and appropriately scoped for a generic API wrapper with a couple of convenience helpers. Each tool earns its place without redundancy or bloat.
The dynamic call_operation plus catalog discovery tools give full coverage of the Omada API surface, while list_sites and list_devices address common high-level needs. The set covers discovery, schema inspection, invocation, and common queries with no obvious dead ends.