codeant-ai-for-open-source[bot] commented on PR #38416:
URL: https://github.com/apache/superset/pull/38416#issuecomment-4054186571
## **Sequence Diagram**
This PR adds a computed popularity_score to chart, dashboard, and dataset
list tools. The score is calculated only when requested, with a dedicated two
pass flow when sorting by popularity to rank results before pagination.
```mermaid
sequenceDiagram
participant Client
participant MCPListTool
participant DAO
participant PopularityModule
Client->>MCPListTool: List assets with filters and sort options
alt order_column is popularity_score
MCPListTool->>DAO: Fetch all matching asset IDs
MCPListTool->>PopularityModule: Compute scores and rank IDs
MCPListTool->>DAO: Fetch paged assets in ranked ID order
else popularity_score in select_columns only
MCPListTool->>DAO: Fetch paged assets with normal sorting
MCPListTool->>PopularityModule: Compute scores for returned asset IDs
end
MCPListTool-->>Client: Return asset list with optional popularity_score
```
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