GitHub user tuhaihe added a comment to the discussion: Add 
cloudberry-mcp-server for integration with LLM apps

Update: Discussed with @my-ship-it and @yangs16. From the perspective of market 
promotion and user usability of this feature, we now prefer to place it in the 
top-level directory and create a new folder similar to `mcp-server`. This 
feature can reuse the Python environment used by the database system.

For the `src/tools/`, it's used for storing the database core codes. And for a 
separate repo, now we have lots of repos, but lost maintenance. For 
`cloudberry-devops-release` and `cloudberry-bootcamp`, will also be reorganized 
into the main repo for better organization. Hope it makes sense. 

GitHub link: 
https://github.com/apache/cloudberry/discussions/1068#discussioncomment-13957321

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