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Parse Spark profiler files and diagnose Minecraft server performance issues.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "spark-profiler-mcp" yet — see the docs or source repo.
Please read this Spark profiler file, identify the main causes of Minecraft server TPS drops and high MSPT, and provide tuning recommendations ranked by impact.
A diagnosis of TPS, MSPT, hot call trees, and key bottlenecks, plus prioritized optimization recommendations.
Please parse this Spark profile file and focus on GC frequency, heap usage, and possible memory pressure sources. Explain whether garbage collection is causing lag spikes.
Output GC behavior, heap usage, likely memory pressure sources, and recommendations on JVM flags or plugin configuration changes.
Using this Spark profiler file, find the most expensive plugins, mods, or function call paths, explain how they affect tick time, and suggest actionable optimizations.
A list of hotspot plugins or mods, key call tree analysis, and concrete recommendations for configuration changes, replacement, or removal.
Provides Spark query plans and catalog data for optimization and discovery.
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Audit MCP servers for conformance, tool usability, and error handling quality.
Explore, analyze, and decompile Java JAR files to understand code structure.