aminghadersohi opened a new pull request, #40342:
URL: https://github.com/apache/superset/pull/40342

   ### SUMMARY
   
   Adds four MCP tools for annotation layers and their annotations, completing 
discovery coverage for the annotation layer menu item:
   
   - **`list_annotation_layers`** — list annotation layers with filtering (by 
name), text search (name + description), column selection, ordering, and 
1-based pagination
   - **`get_annotation_layer_info`** — retrieve a single annotation layer by 
integer ID
   - **`list_layer_annotations`** — list annotations scoped to a specific layer 
(`layer_id` required), with filtering (by short description), text search 
(short + long description), and pagination
   - **`get_layer_annotation_info`** — retrieve a single annotation by 
`layer_id` + `annotation_id`, with membership validation (returns not_found if 
the annotation belongs to a different layer)
   
   All tools use `ModelListCore` / `ModelGetInfoCore` for DRY consistency with 
existing chart, dashboard, dataset, and database tools.
   
   ### BEFORE/AFTER SCREENSHOTS OR ANIMATED GIF
   
   N/A — MCP server tools, no UI changes.
   
   ### TESTING INSTRUCTIONS
   
   Unit tests cover all four tools:
   ```bash
   pytest 
tests/unit_tests/mcp_service/annotation_layer/tool/test_annotation_layer_tools.py
 -v
   ```
   
   Tests verify:
   - Schema validation (filter column restrictions, search + filter mutual 
exclusion)
   - Basic listing, empty results, search pass-through, pagination metadata
   - Not-found error responses
   - Layer-scoped annotation listing (layer_id filter always prepended)
   - Annotation membership validation (wrong layer → not_found error)
   
   ### ADDITIONAL INFORMATION
   - [ ] Has associated issue:
   - [ ] Required feature flags:
   - [ ] Changes UI
   - [ ] Includes DB Migration
   - [x] Introduces new feature or API
   - [ ] Removes existing feature or API


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