Release Readiness Triage MCP
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TDQS
Scored across 6 tools
Each tool targets a distinct analysis step: grouping failures, scoring flakiness, correlating code changes, detecting temporal patterns, assessing rollback readiness, and final recommendation. Some overlap exists between cross_reference_flakiness and detect_temporal_failure_patterns (both identify non-regression failures), but descriptions clearly distinguish their inputs and purpose.
All tool names follow a consistent verb_noun pattern in snake_case (e.g., aggregate_suite_failures, correlate_code_changes). The verbs are varied and descriptive, and the naming scheme is uniform throughout the set.
Six tools is well-scoped for a release readiness triage server. Each tool represents a necessary step in the triage workflow, with no redundant or trivial additions.
The tool set covers the full triage pipeline from raw failure aggregation through final recommendation, plus rollback readiness. Minor gaps exist: the agent must supply flakiness history and changed files externally, and there is no direct tool to retrieve raw CI output, but these are acceptable workarounds.