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Interesting piece on adding semantic context to warehouse data, and a side effect I hadn’t fully appreciated until recently: once your data is modeled, you can expose it via an MCP server and let tools like Anthropic’s Claude query it without moving the data.

Feels like an emerging pattern - anyone experimenting with MCP in front of warehouses?


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