nocobase-data-analysis

To get grouped summaries and counts from NocoBase collections, you use MCP to query data sources, which validates collections and applies query contract rules for measures, fields, and ordering. It prioritizes the main data source and falls back to other enabled sources, reporting the source used and any caveats.

Analyzing business data across multiple NocoBase data sources involves discovering available sources via MCP and mapping collections. The process prioritizes the main data source for current totals but automatically falls back to other enabled sources, ensuring reliable distributions and summaries across collections.

Yes, NocoBase data analysis supports querying collections by status and owner to generate grouped breakdowns. It enforces query contract rules for measures, fields, and ordering to produce current totals and grouped summaries, reporting the data source used and any caveats.

Data-source discovery works by using MCP to identify and map available NocoBase collections. It validates the collections before querying, prioritizes the main data source for extracting business insights, and falls back to other enabled data sources if necessary, reporting any caveats.

Your NocoBase data query returns caveats about the data source used because the analysis process enforces data-source discovery and collection validation, falling back to alternative enabled sources when the main source is insufficient, and explicitly reports these conditions for reliability.