Most conversations about AI and data platforms start with MCP. That’s understandable: the Model Context Protocol has become the standard way to give AI agents a window into a data system, and Dremio’s MCP server does this well. But MCP solves the specific problem of giving agents a supervised, conversational interface to your data.