mikebridge opened a new pull request, #45531:
URL: https://github.com/apache/superset/pull/45531

   ### SUMMARY
   
   Use consistent messages when semantic view structure, runtime schemas or 
compatibility metadata cannot be loaded. Detailed diagnostics remain in server 
logs.
   
   Existing response shapes, status codes, access checks and error categories 
are unchanged.
   
   ### BEFORE/AFTER SCREENSHOTS OR ANIMATED GIF
   
   Not applicable: API and MCP error handling only.
   
   ### TESTING INSTRUCTIONS
   
   - Run `pytest tests/unit_tests/semantic_layers 
tests/unit_tests/mcp_service/semantic_layer/tool/test_get_compatible_metrics.py 
tests/unit_tests/mcp_service/semantic_layer/tool/test_get_compatible_dimensions.py
 tests/unit_tests/mcp_service/semantic_layer/tool/test_compatibility_errors.py`.
   - Verify failed metadata requests return consistent operation-specific 
messages, while successful requests and known validation/access-denied 
responses retain their existing behavior.
   - Local result: 1,802 tests passed; changed-file hooks passed.
   
   ### ADDITIONAL INFORMATION
   
   - [ ] Has associated issue:
   - [x] Required feature flags: `SEMANTIC_LAYERS` for external semantic views
   - [ ] Changes UI
   - [ ] Includes DB Migration
   - [ ] Introduces new feature or API
   - [ ] Removes existing feature or API


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