JMeter Docs is an MCP server with 10 tools an agent can call, among them calculate_workload_model, convert_curl_or_har_to_jmx, get_jmeter_page. It answers at https://docs.jmeter.ai/api/mcp over streamable HTTP, and it listed its tools to an anonymous client, so no sign-in was needed for that. Our probes reached it 6 of 6 times since 11 September 2026; the last check, on 20 October 2026, succeeded.
Apache JMeter community documentation, conversion tools, linters, and calculators for AI agents.
Description as the publisher wrote it.
| Tool | What it does |
|---|---|
calculate_workload_model | Compute required thread concurrency, pacing delays, ramp-up schedules, and JVM heap recommendations based on target RPS/TPS and SLA response times using Little's Law. Inputs: targetRps, avgResponseTimeMs, thinkTimeMs, testDurationMinutes, safetyFactor |
convert_curl_or_har_to_jmx | Convert one or more cURL commands or HAR (HTTP Archive 1.2) JSON traces into a valid, production-ready Apache JMeter .jmx test plan XML with HTTP Request Defaults, Header Managers, Cookie Managers, timeouts, and assertions. Supports GET, PO Inputs: input, testPlanName, threads, rampUpSeconds, durationSeconds, loopCount |
get_jmeter_page | Fetch the full markdown text of one docs.jmeter.ai page. Accepts the page URL (e.g. https://docs.jmeter.ai/topics/api-load-testing/) or a bare path (e.g. topics/api-load-testing). Inputs: url |
get_jsr223_recipe | Fetch production-ready, performant Groovy scripts for JMeter JSR223 samplers, preprocessors, and postprocessors (e.g., JWT parsing & expiration, HMAC-SHA256 signing, dynamic header injection, nested JSON array extraction, custom CSV failure Inputs: query |
lint_jmx_snippet | Validate a JMeter test plan XML string or snippet against best practices and performance anti-patterns (e.g., active GUI listeners, legacy BeanShell, uncompiled JSR223, missing timeouts, zero ramp-up, Thread.sleep in scripts). Inputs: jmxContent |
lookup_error_playbook | Get immediate root causes, OS/JVM config fixes, and remediation steps for common JMeter exceptions (e.g. "BindException", "SocketTimeoutException", "OutOfMemoryError", "NoHttpResponseException", "SSLHandshakeException", "401/403 after recor Inputs: query |
lookup_jmeter_property | Search or lookup curated JMeter properties (e.g. "httpclient4.idletimeout", "jmeter.save.saveservice.*", "remote_hosts", "summariser"). Returns category, defaults, and recommendations. Inputs: query |
plan_distributed_testing | Generate Master-Worker RMI port assignments, user.properties, CLI commands, firewall/security group rules, and Docker Compose manifests for distributed load testing. Inputs: controllerIp, workerIps, serverPort, serverRmiLocalPort, clientRmiLocalPort, disableSsl |
search_jmeter_docs | Search the Apache JMeter documentation on docs.jmeter.ai. Returns the most relevant pages with titles, URLs, and snippets. Use for any question about JMeter test plans, components, functions, properties, distributed testing, reports, or tro Inputs: query |
tune_linux_os | Generate production sysctl.conf, limits.conf, systemd overrides, and Docker/K8s configs tuned for high-concurrency JMeter load testing (fixing ulimit nofile, BindException port exhaustion, somaxconn backlog, and JVM swappiness). Inputs: concurrency, ramGb, trafficType, targetDistro, role |
Every block below points at https://docs.jmeter.ai/api/mcp. Pick your client and copy.
claude mcp add --transport http jmeter-docs https://docs.jmeter.ai/api/mcp
{
"mcpServers": {
"jmeter-docs": {
"command": "npx",
"args": ["-y", "mcp-remote", "https://docs.jmeter.ai/api/mcp"]
}
}
}{
"mcpServers": {
"jmeter-docs": {
"url": "https://docs.jmeter.ai/api/mcp"
}
}
}{
"servers": {
"jmeter-docs": {
"type": "http",
"url": "https://docs.jmeter.ai/api/mcp"
}
}
}{
"context_servers": {
"jmeter-docs": {
"url": "https://docs.jmeter.ai/api/mcp"
}
}
}{
"mcpServers": {
"jmeter-docs": {
"serverUrl": "https://docs.jmeter.ai/api/mcp"
}
}
}{
"mcpServers": {
"jmeter-docs": {
"url": "https://docs.jmeter.ai/api/mcp"
}
}
}name: JMeter Docs
version: 0.0.1
schema: v1
mcpServers:
- name: JMeter Docs
type: streamable-http
url: https://docs.jmeter.ai/api/mcp{
"mcpServers": {
"jmeter-docs": {
"httpUrl": "https://docs.jmeter.ai/api/mcp"
}
}
}{
"mcpServers": {
"jmeter-docs": {
"type": "http",
"url": "https://docs.jmeter.ai/api/mcp"
}
}
}{
"mcpServers": {
"jmeter-docs": {
"url": "https://docs.jmeter.ai/api/mcp"
}
}
}goose://extension?url=https%3A%2F%2Fdocs.jmeter.ai%2Fapi%2Fmcp&type=streamable_http&id=jmeter-docs&name=JMeter%20Docs
It answered our last check on 20 October 2026 in 482 ms. Over 6 checks since 11 September 2026 it answered 6. Status here comes from Neuronto's own probes, not from the publisher.
10, as returned by the server's own tools/list on 12 September 2026: calculate_workload_model, convert_curl_or_har_to_jmx, get_jmeter_page, get_jsr223_recipe, lint_jmx_snippet, lookup_error_playbook, lookup_jmeter_property, plan_distributed_testing, and 2 more.
It answered our last check on 20 October 2026 in 482 ms. Over 6 checks since 11 September 2026 it answered 6.
Put the server under mcpServers in ~/.cursor/mcp.json with the URL https://docs.jmeter.ai/api/mcp. The exact JSON is above, with the same setup for Claude Code, Claude Desktop, VS Code, Windsurf, Zed, Gemini CLI and the rest.
It listed its tools to an anonymous client, so reading the tool list needs no key. Individual tools can still ask for credentials in their own inputs.
Publisher: io.github.qainsights. Endpoint host: docs.jmeter.ai. ARD identifier: urn:air:io.github.qainsights:mcp:jmeter-docs.
First indexed 10 September 2026. The tools are exactly what the server returned; nothing on this page
is inferred from its name. Ranking in Neuronto search is never for sale.