Databricks AI Interface
Enables AI assistants to securely interact with Databricks workspaces by hosting Model Context Protocol prompts and tools on Databricks Apps.
About
This template provides a FastAPI-based Model Context Protocol (MCP) server designed to run on Databricks Apps, establishing a secure and authenticated bridge between AI assistants (like Claude) and your Databricks workspace. Users can easily define custom prompts using simple markdown files and create powerful, Python-based tools that leverage the full Databricks SDK. It handles OAuth authentication automatically and supports instant deployment, allowing AI assistants to securely access and perform actions within Databricks based on the configurations you define.
Key Features
- Host AI assistant prompts using simple markdown files.
- Create custom AI tools as Python functions leveraging the Databricks SDK.
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- Securely authenticate interactions with Databricks via OAuth.
- Provides a bridge between AI assistants and Databricks workspace capabilities.
- Deploy instantly to Databricks Apps for seamless AI assistant integration.
Use Cases
- Providing secure, authenticated access for AI tools to execute operations within Databricks.
- Connecting AI assistants (e.g., Claude) to a Databricks workspace for enhanced capabilities.
- Customizing AI assistant interactions with Databricks APIs, data, and compute resources.
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