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Scored across 28 tools
Most tools have clear, distinct purposes, but there is some overlap between record_test_flow and evaluate_web_task (both use a browser agent) and between save_auth_profile and capture_auth_session (both deal with auth profiles). The descriptions help clarify, but a few tools could still be confused.
All tool names follow a consistent snake_case verb_noun pattern (e.g., record_test_flow, run_release_check, get_release_context). Even longer names like package_authenticated_saas_baseline maintain the convention, making the set predictable.
With 28 tools, the server exceeds the 25+ threshold for 'too many' per the calibration. While the broad QA/release scope justifies some density, the count feels heavy and could overwhelm agents without a clear need for this many distinct operations.
The tool surface covers the core QA workflow well: recording flows, running releases, getting results, debugging, and gaining insights. Minor gaps exist, such as no explicit update/delete for flows or auth profiles and no direct list of all flows, but these are workable via existing tools.