#312312th of 389 in Skills, plugins and prompts
ai-dev-kit
Installer and MCP server for Databricks skills in AI coding agents
- Stars
- 2k
- License
- custom license
- Last commit
- Nov 2026
- Last release
- Nov 2026
- Language
- Python
1,274 on 21 Apr 20261,994 on 10 Nov 2026
From GitHub's daily star counts.
Checked on GitHub.
Overview
Sets up Databricks skills for coding agents such as Claude Code, Cursor, Codex, Gemini CLI and Copilot. The installer delegates to `databricks aitools install` and fetches MLflow skills. The repo also holds a 40+ tool Databricks MCP server, a Python tools library, and a chat-based Builder App. The skill files themselves have moved to official Databricks repos, and the copies in this repo are deprecated.
Who it is for: Databricks developers using AI coding agents in their editor or CLI
Strengths
- Installs into many agents (Claude Code, Cursor, Codex, Gemini CLI, Copilot, Windsurf, Kiro) from one script
- Install, update and uninstall paths, with --dry-run and project or global scope
- MCP server exposes 40+ Databricks tools; databricks-tools-core is usable from plain Python
- Builder App deploys to Databricks Apps and can also serve MCP at /mcp
Weaknesses
- Bundled skill files are deprecated; skills now live in databricks-agent-skills
- MCP server is updated only as GitHub issues are filed; skills are recommended instead
- Several skills were renamed or merged, which breaks old names (v0.1.14 keeps them)
- Databricks License, not an OSI open-source license; requires a Databricks workspace and CLI v1.0.0+
What it needs
- Needs Databricks CLI v1.0.0+, Databricks workspace, Lakebase (Builder App)
Quick answers
Is ai-dev-kit open source?
Its code is public on GitHub under its own license terms; read them before you use it at work.
Also in Skills, plugins and prompts
See all 389| Rank | Project | Score |
|---|---|---|
| 1 | claude-memPersistent cross-session memory plugin for Claude Code and other coding agents | 97 out of 100 |
| 2 | impeccableDesign skill with 24 slash commands for AI coding agents' frontend output | 97 out of 100 |
| 3 | gstackMarkdown slash-command skills that give Claude Code planning, review, QA and ship roles | 96 out of 100 |
| #4 | rufloAgent harness adding swarms, memory and hooks to Claude Code and Codex | 96 out of 100 |
| #5 | cavemanShortens coding-agent replies and compresses tool output before the model reads it | 95 out of 100 |