The attune command-line interface and its natural-language router

Comparison

The CLI is one of three front doors to attune:

CLI (attune) MCP server ops dashboard
Surface terminal subcommands tools in a conversation local web UI
Entry attune <command> python -m attune.mcp.server python -m attune.ops
Best for scripting, terminal use Claude Code workflows visual runs/metrics

The CLI and the MCP server expose overlapping capabilities (run a workflow, read telemetry) through different surfaces; the router lets the CLI accept natural language as well as explicit subcommands.