zotoio/botz-mcp-swarm

Capture, validate, refresh, and run MCP test suites with the botz MCP Swarm CLI. Use for testing MCP servers, repeatable tool assertions, load tests, and CI reports.

Compare two botz MCP Swarm runs or a series of runs and visualise latency, error rate, and tool-eval trends in Cursor's /canvas or a self-contained HTML page. Use to check for regressions between builds, environments, or load settings.

Review an MCP server's tool descriptions, propose clearer ones, examine description suggestions saved by botz MCP Swarm optimize, and measure a description change with tool evals. Use when models pick the wrong tool, misuse arguments, or a server's descriptions need an audit.

Diagnose failed botz MCP Swarm suites, missing credentials, invalid fixtures, execution errors, and performance regressions from CLI diagnostics and run reports.

Guided, question-driven introspection of an MCP server with botz MCP Swarm, from target and credentials through suite generation, review, and execution to a summarised result. Use when someone wants to test an MCP server and has not set up a suite yet.

Record redacted MCP wire traffic from a server with botz MCP Swarm and replay it against the same or another server, as recorded, at maximum rate, or paced. Use to reproduce a session, compare server builds on identical traffic, or create fixtures.

Upgrade the botz MCP Swarm CLI and move saved suites, credentials, run reports, and service state into the current layout. Use when updating MCP Swarm, after release notes mention moved files, or when old .botz/suites, .runs, .swarm-data, or .otel directories are present.