databricks-solutions/ai-dev-kit

Health v2 · maintenance only

Flags: no_license

Adoption not part of the score

1872 stars · 410 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A Databricks Field Engineering toolkit that provides skills, an MCP server, and a Builder App for AI coding agents working with the Databricks platform. Its skills have largely graduated into the official Databricks AI Tools distributed via the Databricks CLI, with this repo remaining as an installer, guide, and home for experimental tools.

Use cases

• set up claude code or cursor to work with databricks
• install databricks skills for my coding agent
• run an mcp server that connects agents to databricks
• teach an ai agent about databricks asset bundles and genie
• bootstrap a vibecoding environment for lakebase and spark pipelines
• find experimental databricks developer tools from field engineering

When to choose

• you use coding agents like claude or cursor against databricks and want curated skills and MCP integration
• you want guided onboarding for agent-driven databricks development
• you want to try experimental field-engineering tools before they graduate to official releases

When to avoid

• you only need the official, engineering-supported skills - install Databricks AI Tools via the databricks CLI instead
• you need a fully supported MCP server with guaranteed maintenance - it is best-effort here
• you want a general-purpose agent framework unrelated to databricks

Facets

plugin · maturity active

mcp agent-framework developer-tools cli sdk developer-tools artificial-intelligence large-language-models python cli cross-platform databricks coding-agents claude cursor vibecoding skills mcp-server field-engineering ai-agents data-engineering

Member repositories

For agents

markdown · JSON · MCP: product_card(name="databricks-solutions/ai-dev-kit")