yuqi1129 opened a new pull request, #11621:
URL: https://github.com/apache/gravitino/pull/11621

   ### What changes were proposed in this pull request?
   
   - **#11567**: Enable tag write tools (create/alter/delete/associate), 
protected by Gravitino authorization.
   - **#11574**: Implement write operations for catalog, schema, table, model, 
topic, and fileset tools.
   
   Note: stacked on #11620; its commit will drop from the diff once that PR 
merges.
   
   ### Why are the changes needed?
   
   The MCP server previously only exposed read-only tools; write capabilities 
are needed for governed metadata management through MCP, with Gravitino 
authorization enforcing access control.
   
   Fix: #11567
   Fix: #11574
   
   ### Does this PR introduce _any_ user-facing change?
   
   Yes. New MCP write tools for tag, catalog, schema, table, model, topic, and 
fileset.
   
   ### How was this patch tested?
   
   Unit tests added for all new write tools (`mcp-server/tests/unit`, 90 
passed).


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