spring-runtime-mcp
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TDQS
Scored across 8 tools
Each tool targets a distinct diagnostic dimension (health, startup, migrations, drift, beans, config, OpenAPI, mappings), and descriptions add clear boundaries such as 'not for current request latency' or 'does not execute SQL'. The only real overlap is springboot_detect_drift, which compares beans/routes/migrations/profiles and thus partially duplicates inspect_beans, verify_mappings, and check_migrations, though its expectation-diff framing distinguishes it.
All eight tools follow the same springboot_<verb>_<noun> pattern with consistent verb choice (diagnose, analyze, check, detect, inspect, search, verify). No casing or style deviations.
Eight tools is well within the ideal 3-15 range and each maps to a distinct Spring runtime diagnostic concern. No filler or redundant tools are present.
The surface covers the core runtime diagnostic lifecycle: health, startup timing, migrations, bean graph, config, route registration, contract lookup, and drift comparison. Gaps exist (no metrics, scheduled tasks, filters/security chain, connection pools, or log/thread-dump access), but the latter are explicitly out of scope by design, leaving only minor workarounds.