Your LLM Can Write Code — But It Still Doesn’t Know Your Schema

AI assistants are everywhere. But when it comes to querying your actual data warehouse, they still fall short. Hallucinated SQL, hardcoded examples, missing context — it’s all guesswork.

That changes with MCP (Model Context Protocol) and Firebolt.

In this session, we’ll show how Firebolt’s MCP Server gives tools like Claude, Copilot, and Cursor secure, real-time access to your Firebolt environment — including documentation, schema, and query execution — without writing glue code.

Whether you're building LLM-powered internal tools or just tired of correcting bad SQL, this is the missing layer that makes AI actually useful for data engineers.

What to Expect

• Why LLMs fail without access to schema, metadata, and context
• How the Model Context Protocol (MCP) standard works
• Live demo: Firebolt + MCP + Claude — see an AI assistant