Databricks MCP Server

A comprehensive bridge to the Databricks platform, exposing 263 tools across Unity Catalog, SQL warehouses, compute clusters, jobs, pipelines, model serving, vector search, and more. Built on the official Databricks Python SDK, so authentication works automatically with PATs, OAuth, Azure AD, or service principals. You can load all modules or selectively include just what you need (like unity_catalog and sql for data work, or serving and experiments for ML). Includes role-based presets for data engineers, ML engineers, and platform admins. Particularly useful if you're orchestrating Databricks workflows from Claude or need AI-assisted debugging of job runs, schema management, or endpoint deployments without switching to the web UI.