Each tool has a clearly distinct purpose: recommend generates candidate rankings under budget, record_feedback logs observed rewards, and budget_status reports spend/remaining cap. There is no meaningful overlap between them.

The names are readable but not fully consistent: 'record_feedback' follows a verb_noun pattern, 'recommend' is a bare verb, and 'budget_status' is noun_noun without an action verb. A consistent set like 'recommend_items', 'record_feedback', and 'get_budget_status' would improve predictability.

Three tools is a well-scoped size for a focused recommendation/bandit service. Each tool covers a necessary part of the core workflow: recommending, recording feedback, and checking budget.

The core loop of recommend -> record_feedback -> check budget is covered, and there are no dead ends in that workflow. However, there is no tool for managing tenants, candidate items, or budget configuration, which are minor gaps if the server is expected to handle those resources.