Load-test your MCP servers. No silent green.
botz-mcp swarm is standards-based MCP load testing for CI and local development. It drives virtual users through suites of MCP operations, reports honest Pass/Fail, and gives your org a shared Studio for projects, schedules and run history.
Access is limited to members of the organisation and its teams.
Honest Pass/Fail
Measures MCP operations, not raw HTTP RPS. A run that never exercised the server is a Fail: silent green is not allowed.
Every MCP transport
Load-test stdio, SSE and streamable HTTP servers from CI or a laptop with the same suite.
Suites from introspection
Capture a server and get a health suite that checks tool input and output schemas. Destructive tools stay disabled.
Latency you can compare
Reports record mean, standard deviation, p90, p95 and p99, and compare runs tool by tool.
Workers behind your firewall
Workers dial out to the service for assigned suites, so they run behind NAT without opening a port.
Governed Studio
GitHub sign-in limited to your org, with team-based roles for editors, runners and operators.
botz plugins install mcp-swarm
botz mcp-swarm capture --url http://127.0.0.1:3000/mcp --name demo
botz mcp-swarm run --suite demo