Databricks

Provides comprehensive Databricks workspace access through the official Python SDK for data pipelines, ML workflows, Unity Catalog, and more.

Connects to Databricks workspaces using the official Databricks Python SDK, providing tools across 28 service domains including Unity Catalog, SQL warehouses, compute clusters, jobs, ML experiments, model serving, Delta Sharing, and vector search. Supports selective tool loading via environment variables and role-based presets for data engineers, ML engineers, platform admins, and analysts. Handles authentication automatically through the SDK, supporting personal access tokens, OAuth, and Azure AD.