aminghadersohi opened a new pull request, #41922:
URL: https://github.com/apache/superset/pull/41922

   ### SUMMARY
   Fixes several documentation/metadata inconsistencies found in a review of 
the MCP (Model Context Protocol) service (`superset/mcp_service/`). No tool 
behavior changes.
   
   - `update_chart`'s preview-first behavior (default `generate_preview=True` 
returns a cached preview and does not persist) is intentional, but 
`DEFAULT_INSTRUCTIONS` in `app.py` described it as if it always applies 
changes. Updated the instructions to clarify persistence only happens with 
`generate_preview=False`.
   - Fixed a stale comment in `generate_chart.py` ("Save chart by default") 
that contradicted the actual `save_chart=False` default.
   - Added `get_chart_type_schema` and the 4 semantic-layer tools 
(`list_metrics`, `get_table`, `get_compatible_dimensions`, 
`get_compatible_metrics`) to the "Available tools" section of 
`DEFAULT_INSTRUCTIONS`, which had omitted them since they were added.
   - Advertised the `superset://schema/{chart,dataset,dashboard,all}` resources 
in the "Available Resources" section of `DEFAULT_INSTRUCTIONS`, which only 
listed 2 of the 6 registered resources.
   - Synced the filter-column lists in the `list_charts` and `list_dashboards` 
docstrings with their actual Pydantic schemas (both were missing `editor`; 
`list_charts` was also missing `dashboards`).
   - Added `class_permission_name="Chart"` to `get_chart_type_schema`, the only 
one of 62 tools missing this annotation.
   - Aligned `destructiveHint` values across mutating tools: `update_dashboard` 
persists immediately so it should be `True` (was `False`); 
`update_chart_preview` only writes to cache and never persists so it should be 
`False` (was `True`).
   - Changed `get_dashboard_datasets`'s tag from `core` to `discovery` to match 
its sibling get-info tools.
   - Fixed doc drift in `superset/mcp_service/CLAUDE.md`, which showed 
`health_check` as an example of an unprotected (`protect=False`) tool when it 
is actually a protected tool.
   
   ### TESTING INSTRUCTIONS
   - `pytest tests/unit_tests/mcp_service/` — full suite passes (2667 passed)
   - `pre-commit run` on all changed files — mypy, ruff, ruff-format, pylint 
all pass
   
   ### 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
   - [ ] Introduces new feature or API
   - [ ] Removes existing feature or API


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