aminghadersohi opened a new pull request, #40956:
URL: https://github.com/apache/superset/pull/40956

   ### SUMMARY
   Adds a `delete_dashboard` tool to the Superset MCP service. AI agents that 
generate test dashboards (e.g. via `generate_dashboard`) previously had no way 
to clean them up — this closes that CRUD gap.
   
   Design:
   - Params: `dashboard_id` (int) and a **required** `confirm` boolean safety 
gate. The tool refuses with a clear error unless `confirm=true` is explicitly 
passed, forcing the caller (LLM) to state destructive intent. Single delete 
only — no bulk.
   - Backed by the existing `DeleteDashboardCommand`, so ownership checks, the 
report-schedule guard, and transactional semantics are identical to the REST 
API delete path.
   - The dashboard is fetched first so the response echoes what was deleted 
(id, title, slug) in a structured `DeleteDashboardResponse` with `deleted: 
bool` and an `error` field. Title/slug are sanitized before LLM exposure, 
matching the other dashboard tools.
   - Structured error responses for: not confirmed, not found, forbidden 
(`DashboardForbiddenError`), and delete failure (including associated 
alerts/reports).
   - Tool is tagged `mutate` with `class_permission_name="Dashboard"`, 
`method_permission_name="write"`, and MCP annotations `readOnlyHint=False, 
destructiveHint=True`.
   
   ### BEFORE/AFTER SCREENSHOTS OR ANIMATED GIF
   N/A — backend MCP tool only, no UI changes.
   
   ### TESTING INSTRUCTIONS
   1. `pytest 
tests/unit_tests/mcp_service/dashboard/tool/test_delete_dashboard.py`
   2. Or manually: start the MCP service, call `delete_dashboard` with 
`{"dashboard_id": <id>, "confirm": false}` and verify it refuses; retry with 
`"confirm": true` and verify the dashboard is deleted and the response echoes 
id/title/slug.
   
   ### ADDITIONAL INFORMATION
   - [ ] Has associated issue:
   - [ ] Required feature flags:
   - [ ] Changes UI
   - [ ] Includes DB Migration (follow approval process in 
[SIP-59](https://github.com/apache/superset/issues/13351))
     - [ ] Migration is atomic, supports rollback & is backwards-compatible
     - [ ] Confirm DB migration upgrade and downgrade tested
     - [ ] Runtime estimates and downtime expectations provided
   - [x] Introduces new feature or API
   - [ ] Removes existing feature or API


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