msyavuz opened a new pull request, #40328:
URL: https://github.com/apache/superset/pull/40328

   ### SUMMARY
   Adds an MCP `get_dashboard_layout` tool that returns parsed `position_json` 
(tabs + chart positions) on demand. Companion to `get_dashboard_info`, which 
strips `position_json` to keep responses small and now points agents at this 
tool via its `omitted_fields` hint.
   
   Follows the progressive-disclosure pattern: lightweight summary by default, 
full structured data on explicit request.
   
   ### BEFORE/AFTER SCREENSHOTS OR ANIMATED GIF
   N/A — MCP tool, no UI.
   
   ### TESTING INSTRUCTIONS
   1. Start the MCP service and call `get_dashboard_info` for a tabbed 
dashboard.
   2. Confirm the response's `omitted_fields.position_json` reasons mentions 
calling `get_dashboard_layout(identifier)`.
   3. Call `get_dashboard_layout` with the same identifier (id, uuid, or slug) 
and verify `tabs[]` and `charts[]` are populated with correct parent-tab 
linkage; `has_layout: false` for an empty dashboard.
   4. `pytest 
tests/unit_tests/mcp_service/dashboard/tool/test_get_dashboard_layout.py` — 7 
tests pass.
   
   ### ADDITIONAL INFORMATION
   - [ ] Has associated issue: No
   - [ ] Required feature flags: None
   - [ ] Changes UI: No — MCP tool only
   - [ ] Includes DB Migration: No
   - [ ] Introduces new feature or API: Yes — new MCP tool 
`get_dashboard_layout`
   - [ ] Removes existing feature or API: No


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