"objective": "Send a simple user message through `openclaw agent` without `--local`, forcing the CLI to cross the Gateway agent RPC boundary and prove final response ...

"objective": "Send a chat-completions request to OpenClaw's OpenAI-compatible HTTP endpoint and verify the final assistant response, provider timing, auth handling ...

If you are building a simple dashboard or a form-based application, the traditional JSON API (REST or GraphQL) approach is ...

Claude without MCP is only half the story.