{"id":"tda","name":"Thread Dump Analyzer (TDA)","af_score":72.2,"security_score":70.0,"reliability_score":null,"what_it_does":"A Java thread dump and heap analysis tool that runs as a GUI application, VisualVM plugin, or headless MCP server, enabling AI agents to parse thread dumps, detect deadlocks, identify long-running threads, and analyze virtual thread pinning.","best_when":"You have a JVM performance incident (deadlock, thread starvation, memory pressure) and want an AI agent to help analyze thread dump artifacts to diagnose root cause.","avoid_when":"You need real-time continuous monitoring rather than snapshot analysis, or your issue is not JVM-related.","last_evaluated":"2026-03-01T09:50:06.284005+00:00"}