Databricks MCP Server

# Databricks APIs Documentation > **Note**: This documentation has been consolidated into the main documentation structure. For the most up-to-date information, see the [main documentation](../README.md). ## Overview The Databricks SDK provides direct access to all Databricks APIs. This documentation shows you how to call these APIs directly in your FastAPI application. ## 🔗 Quick Navigation - **[Main Documentation](../README.md)** - Complete overview and navigation - **[Getting Started](../getting-started.md)** - Setup and quick start guide - **[Core Tools](../core-tools.md)** - All available tools and APIs - **[API Reference](../api-reference.md)** - Complete tool reference ## 📚 Available Documentation ### [Databricks SDK](databricks_sdk.md) - Comprehensive SDK usage patterns - Authentication and configuration - Core APIs overview - FastAPI integration examples ### [Model Serving](model_serving.md) - AI agent tracing and observability - Automated quality evaluation - Feedback and continuous improvement - Application lifecycle management ## 🔐 Authentication All APIs use the same authentication configured in your app: ```python from databricks.sdk import WorkspaceClient # Automatically uses your configured authentication client = WorkspaceClient() ``` ## 🚀 Quick Start For complete setup instructions, see [Getting Started](../getting-started.md). ```bash # Set environment variables export DATABRICKS_HOST="https://your-workspace.cloud.databricks.com" export DATABRICKS_TOKEN="your-personal-access-token" # Start the server ./run_app_local.sh ``` ## 📖 Next Steps 1. **Start with [Getting Started](../getting-started.md)** for setup instructions 2. **Explore [Core Tools](../core-tools.md)** for available functionality 3. **Check [API Reference](../api-reference.md)** for detailed documentation 4. **Review [Architecture](../architecture.md)** for implementation details ## 🔍 Search & Navigation Use the main documentation for comprehensive coverage: - **For SDK usage**: See [Core Tools](../core-tools.md) → Databricks SDK Integration - **For ML models**: See [Core Tools](../core-tools.md) → Machine Learning & AI - **For tool development**: See [API Reference](../api-reference.md) --- **This documentation is maintained for reference. For the most current information, please use the [main documentation](../README.md).**