JMeterSAFE
✨ JMeter Meets AI Workflows: Introducing the JMeter MCP Server! 🤯
Overview
From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.
[](https://archestra.ai/mcp-catalog/qainsights__jmeter-mcp-server)
This is a Model Context Protocol (MCP) server that allows executing JMeter tests through MCP-compatible clients and analyzing test results.
[!IMPORTANT] 📢 Looking for an AI Assistant inside JMeter? 🚀 Check out Feather Wand
📋 Features
JMeter Execution
- 📊 Execute JMeter tests in non-GUI mode
- 🖥️ Launch JMeter in GUI mode
- 📝 Capture and return execution output
- 📊 Generate JMeter report dashboard
Test Results Analysis
- 📈 Parse and analyze JMeter test results (JTL files)
- 📊 Calculate comprehensive performance metrics
- 🔍 Identify performance bottlenecks automatically
- 💡 Generate actionable insights and recommendations
- 📊 Create visualizations of test results
- 📑 Generate HTML reports with analysis results
🛠️ Installation
Local Installation
- Install `uv`:
- Ensure JMeter is installed on your system and accessible via the command line.
⚠️ Important: Make sure JMeter is executable. You can do this by running:
chmod +x /path/to/jmeter/bin/jmeter
- Install required Python dependencies:
pip install -r requirements.txt
- Configure the
.envfile, refer to the.env.examplefile for details.
# JMeter Configuration
JMETER_HOME=/path/to/apache-jmeter-5.6.3
JMETER_BIN=${JMETER_HOME}/bin/jmeter
# Optional: JMeter Java options
JMETER_JAVA_OPTS="-Xms1g -Xmx2g"💻 MCP Usage
- Connect to the server using an MCP-compatible client (e.g., Claude Desktop, Cursor, Windsurf)
- Send a prompt to the server:
Run JMeter test /path/to/test.jmx
- MCP compatible client will use the available tools:
JMeter Execution Tools
- 🖥️ `execute_jmete
18510ab20709OBSERVED · 2026-10-07Connect
Built from this server's own package name, version and transport as found in its source — not copied from anyone's documentation, so it cannot drift against a page we do not control.
claude mcp add jmeter-mcp-server -- uvx jmeter-mcp-server
{
"mcpServers": {
"jmeter-mcp-server": {
"command": "uvx",
"args": [
"jmeter-mcp-server"
]
}
}
}Exposed tools (11)
5 read · 6 write · 0 destructive.
| Tool | Risk | Description |
|---|---|---|
analyze_jmeter_results | read | Analyze JMeter test results and provide a summary of key metrics and insights. |
execute_jmeter_test | write | Execute a JMeter test. |
execute_jmeter_test_non_gui | write | Execute a JMeter test in non-GUI mode - supports JMeter properties. |
generate_visualization | read | Generate visualizations of JMeter test results. |
get_performance_insights | read | Get insights and recommendations for improving performance based on JMeter test results. |
get_test_output | write | Get the tail of a run |
get_test_status | write | Get the status and live metrics of a background JMeter run. |
identify_performance_bottlenecks | read | Identify performance bottlenecks in JMeter test results. |
list_test_runs | read | List recent JMeter runs. |
start_jmeter_test | write | Start a JMeter test in the background and return a run id for polling. |
stop_jmeter_test | write | Stop a background JMeter run. |
Trust audit
SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.
| Layer | What it checks | Result |
|---|---|---|
| L0 | Provenance & inventory | PASS |
| L1 | Static analysis of the code | PASS |
| L2 | Instruction surface (what it tells the agent) | PASS |
| L3 | Class-specific surface | PASS |
| L4 | Behavioural (sandbox) | SKIPPED |
What the source does
- Filesystem
- declared (1 observation(s))
- Network
- declared (2 observation(s))
- Shell
- none-observed
- Dependencies
- not all pinned
- Secrets in source
- none-found
Findings (2)
mcp, python-dotenv
Gates applied: no_behavioural_pass, no_license.
18510ab20709full audit observations/trust-audit/mcp-server/qainsights__jmeter.json · Report an issue / request a re-scanAudit history
Every audit this server has had. A grade with a past is a grade somebody is still checking.
| Date | Source | Verdict | Grade | Score | Change |
|---|---|---|---|---|---|
| 2026-10-07 | 18510ab20709 | SAFE | B | 89 | first audit |
Questions
What is the JMeter MCP server?
✨ JMeter Meets AI Workflows: Introducing the JMeter MCP Server! 🤯
What tools does JMeter expose?
11 in total: 5 read-only, 6 that write, and 0 that can delete or overwrite. Every one is listed on this page with its risk.
Is JMeter safe to connect to an agent?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean server reads B.
What credentials does JMeter need?
No credential environment variables were found in its source, so it appears to need none.
How does JMeter run?
It speaks stdio, so it runs as a local process your client starts. It is published on PyPI as jmeter-mcp-server.
How current is this page?
The grade is for one exact copy of the source (18510ab20709), read on 2026-10-07. The repository is watched and re-audited when it changes.