JProfiler
Drive JProfiler CPU, memory, JDBC, and HTTP profiling from your agent while you fix Java performance regressions before release.
Overview
JProfiler MCP is an MCP server for the Ship phase that connects AI agents to JProfiler so you can analyze Java CPU, memory, JDBC, and HTTP performance data in agent workflows.
What is this MCP server?
- JProfiler-backed MCP integration for CPU, memory, JDBC, HTTP, and related Java hotspots
- npm package @ej-technologies/jprofiler-mcp v16.1.6 with stdio transport
- Lets agents interpret profiling sessions instead of only opening the desktop UI alone
- Targets JVM services common in enterprise-style indie B2B or API products
- Repository at github.com/ej-technologies/jprofiler-mcp
- MCP package version 16.1.6
- npm identifier @ej-technologies/jprofiler-mcp
- stdio transport only in registry entry
Community signal: 1 GitHub stars.
What problem does it solve?
Java slowdowns are painful to debug from log lines alone, and agents cannot see profiler snapshots unless something bridges JProfiler into MCP.
Who is it for?
Indie developers shipping Java or Spring APIs who already use JProfiler and want agent-assisted perf triage in Claude Code or Cursor.
Skip if: Non-Java stacks, builders without JProfiler installed, or quick prototype apps with no performance requirements.
What do I get? / Deliverables
Your agent can work with JProfiler profiling context so you pinpoint hotspots and ship a faster JVM service.
- Agent-guided review paths over CPU, memory, JDBC, and HTTP profiling data
- Actionable perf hypotheses before production ship
Recommended MCP Servers
Journey fit
How it compares
Vendor profiler MCP bridge, not a generic flamegraph CLI skill.
Common Questions / FAQ
Who is JProfiler MCP for?
Solo and small-team Java developers using JProfiler who want MCP-enabled agents to help read and act on profiling sessions.
When should I use JProfiler MCP?
Use it in ship perf work when JDBC, HTTP, or memory issues block release, or when you need structured agent help interpreting profiles.
How do I add JProfiler MCP to my agent?
Install @ej-technologies/jprofiler-mcp from npm, configure stdio MCP in your agent, and ensure JProfiler is available for your JVM app locally.