MCP servers tagged jfr

4 live MCP servers tagged "jfr", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with jfr.

live servers

avg trust

Jfr Analyzer MCP

A Model Context Protocol (MCP) server for analyzing Java Flight Recorder (JFR) files

Jvmlens

LLM-ready JVM profiler — turns a JFR recording into a compact, source-attributed hot-path & allocation summary that AI coding agents can act on. In-process agent, MCP server, and…

Stella Incident Profiler

Open-source JavaFX desktop and MCP-enabled incident profiler for AWS-hosted Java web applications using JFR, OpenTelemetry, CloudWatch, ALB logs, and Aurora metrics.

Cryostat MCP

Model Context Protocol (MCP) for connecting Cryostat to Large Language Models (LLMs)