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Dev Kit

Quick Start

AI Dev Kit gives your AI coding assistant deep knowledge of the Databricks platform through skills, MCP tools, and a curated Prompt Library. Instead of writing boilerplate or searching docs, you describe what you want and it builds it — pipelines, queries, apps, vector indexes, and more.

Choose Your Path

Section titled “Choose Your Path”
CLI — Claude Code / Cursor Install skills and MCP tools directly in your editor. Best for building from code.
Web UI — Builder App Deploy an interactive web app for your team. Best for exploration, demos, and onboarding.

Try It

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Once installed, open Claude Code and try one of these prompts:

List all tables in my_catalog.my_schema and show row counts
Create a streaming pipeline that ingests JSON files from a volume,
cleans the data, and writes a daily summary materialized view
Build a Streamlit app that queries my sales table and shows a
bar chart of revenue by region

Claude will use the right combination of skills and MCP tools to complete each task — no manual configuration needed.

What’s Included

Section titled “What’s Included”

Skills

Pre-built knowledge covering data engineering, SQL analytics, AI/ML, app development, governance, and DevOps on Databricks.

MCP Tools

Direct workspace interaction — run SQL, manage pipelines, deploy apps, query vector indexes, and more without leaving your editor.

Prompt Library

Tested prompt templates for common tasks like building medallion pipelines, setting up CI/CD, or creating RAG applications.

Next Steps

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