Databricks AI Interface
Enables AI assistants to securely interact with Databricks workspaces by hosting Model Context Protocol (MCP) prompts and tools on Databricks Apps.
概要
This template facilitates the creation of a Model Context Protocol (MCP) server running on Databricks Apps, acting as a crucial bridge between AI assistants like Claude and your Databricks workspace. It allows users to easily define AI capabilities by adding prompts as simple markdown files and creating sophisticated tools using Python functions leveraging the Databricks SDK. The server ensures secure authentication via Databricks OAuth, supports instant deployment, and includes a modern React TypeScript frontend for intuitive MCP discovery and configuration, alongside comprehensive validation tools.
主な機能
- Deploy instantly to make MCP server accessible
- Web interface for MCP discovery and testing
- Create powerful AI tools with Databricks SDK functions
- Host custom prompts from markdown files
- 0 GitHub stars
- Secure OAuth authentication via Databricks Apps
ユースケース
- Build custom AI-powered workflows for data analysis and management within Databricks
- Provide a secure, managed gateway for LLMs to execute tasks in a Databricks environment
- Extend AI assistant capabilities to interact with Databricks data and services
