Agentic Data Plane

rpk Command Reference

This section documents the rpk commands you use to manage the Redpanda Agentic Data Plane from the command line.

Use rpk ai to manage AI Gateway resources (LLM providers, MCP servers, OAuth providers) and call MCP tools directly from your terminal. rpk ai is self-contained: it has its own login (rpk ai auth login) and its own Agentic Data Plane environment selection (rpk ai env), independent of any rpk cloud session. The active AI Gateway URL comes from the selected environment unless you override it with --rpai-endpoint.

For subcommands available after install (rpk ai llm, rpk ai mcp, rpk ai oauth, and more), run rpk ai <command> --help from your terminal.

  • rpk ai
  • rpk cloud

  • rpk profile

  • rpk -X