databricks-solutions/ai-dev-kit: Official Databricks Toolkit for Coding Agents — 50+ MCP Tools, 20 Skills, Full-Stack Builder App

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Databricks' gold-status AI Dev Kit provides 50+ MCP server tools, 20 markdown skills teaching Databricks patterns, and a full-stack builder app with Claude Code integration. Covers Spark pipelines, Unity Catalog governance, AI/BI dashboards, MLflow experiments, and Genie natural language data exploration. At 1.1K stars since December 2025 launch, it's the first major cloud data platform to ship a comprehensive coding agent toolkit rather than just an API.