release-readiness-triage-mcp
JSON →Aggregates CI failures and outputs GO/NO_GO release verdicts
Tools · 6
- aggregate_suite_failures Groups failures by normalized error signature, deduplicates repeated errors, categorizes as assertion / timeout / network / crash. Pass customInfraPatterns for cloud-specific errors.
- cross_reference_flakiness Scores each failure against your flakiness history: KNOWN FLAKY, MILDLY FLAKY, or NO HISTORY.
- correlate_code_changes Matches changed files against failing tests. Works standalone or with pre-computed affected test lists from ast-impact-mapper-mcp.
- generate_release_recommendation The final step. Outputs a risk-weighted verdict with confidence score and full breakdown. Supports format: 'markdown' for GitHub PR comments and Slack.
- detect_temporal_failure_patterns Analyzes historical failures with timestamps to identify chronometric artifacts — failures that only appear at the same UTC hour, weekday, day of month, or during DST transitions.
- analyze_rollback_readiness Scans a repository for versioned migration files (Flyway V*.sql, Prisma migration.sql, Liquibase XML/YAML) and classifies each operation as additive (rollback safe) or destructive (forward-fix only).