The Genie One MCP is now Generally Available

• The Genie One MCP server is now generally available, bringing trusted, data-smart insights across both structured and unstructured data from Genie into any AI agent workflow.
• Grounded in Genie Ontology, the MCP gives agents governed access to unified business context across tables, documents, and tools, reducing fragmented definitions and conflicting answers.
• Teams can use Databricks as a governed home for their data estate, while letting users ask questions, retrieve results, and explore visualizations and citations from other agents.

AI coworkers and coding agents are spreading fast across organizations, and each one arrives with its own view of the business. Agents deployed in isolation lack the semantics and business definitions they need to answer accurately, rely on context that was modeled by hand at setup and has since gone stale, and return answers that contradict other agents pointed at the same data. Without a shared data foundation and business context, you cannot scale agents across an organization with confidence. 

The Genie One Model Context Protocol (MCP) server is now generally available to all Databricks users. It gives any agent a single interface to retrieve structured and unstructured data, insights, and answers from Genie One, grounded in governed business context from Genie Ontology. The Genie One MCP now lives within Unity Gateway as a managed MCP Service, providing centralized governance, fine-grained policies, and audit logging across every invocation

What makes the Genie One MCP click for us is that it keeps analysis quality high regardless of which AI tool our teams choose. Some work directly in the Genie One UI; others live in Claude Cowork or their IDE all day. The MCP gives us one integration point that meets them where they already work, so the same trusted, governed answers show up consistently, no matter what tool they're using.—Fenny Sanyoto, Engineering Manager - Growth & Traveler Data Engineering, GetYourGuide