echooymxq opened a new pull request, #998:
URL: https://github.com/apache/rocketmq-dashboard/pull/998
## What is the purpose of the change
This PR introduces RocketMQ Studio's MCP and CLI entrypoints on top of the
existing AI Tool Catalog.
The goal is to make RocketMQ Studio operational capabilities discoverable
and invokable through a single tool contract that can be shared by Web, AI, MCP
clients, and the new `rmqctl` CLI. The server side now validates tool
input/output schemas, filters tools by cluster capability, exposes catalog
metadata headers, and provides MCP tool specifications backed by the same Tool
Gateway execution path.
## Brief changelog
- Add the `rmqctl` CLI module with profile configuration, table/json
output, and Studio-backed commands for clusters, topics, consumer groups,
dashboard summaries, alert rules, and tool calls.
- Add MCP support for Studio tools, including MCP tool registration, JSON
Schema mapping, tool annotations, execution metadata, and `rmqctl mcp stdio`
proxy support.
- Extend `/api/ai/tools` and `/api/ai/tools/call` with catalog metadata
headers and structured tool execution results.
- Add Tool Runtime execution policy handling, stable error codes,
risk-level metadata, cluster capability checks, and schema-based input/output
validation.
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