Command line

aaa store check <store>        open the store (bringing an old layout forward) and report runs and tenants
aaa runs <store> [--open]      one line per run
aaa events <store> <run> [--data] [--json]
aaa mcp serve <module:factory>    serve a ToolRegistry / MCPToolServer over MCP stdio (extra `mcp`)
aaa-server serve module:factory [--host 127.0.0.1] [--port 8000]

<store> is sqlite:///file.db (or a *.db path), postgresql://... or redis://.... The aaa commands only read events; opening a store may migrate its layout forward (see Evolving events and stores). aaa-server is installed by the separate aaa-server package.