garvit-arora commented on issue #74193:
URL: https://github.com/apache/airflow/issues/74193#issuecomment-6101927650

   @zozo123 I would like to take this on, starting with the bounded adapter 
slice: resolve an existing Unity Gateway MCP service from a Databricks 
connection, validate the service name and workspace URL, refresh credentials, 
and hand the transport to the existing common.ai MCP toolset. I will keep 
service administration and SDK modernization out of the PR, preserve common.ai 
as optional, and include mocked coverage for auth refresh, errors, URL 
validation and tool discovery. I am already working on #74194's native Genie 
hook/toolset; this would complement it through the managed MCP route rather 
than overlap it. Could you assign #74193 to @garvit-arora?


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