mcp-databricks-server

WHAT IT CONNECTS

mcp-databricks-server 为 AI Agent 提供什么

• Run SQL queries on Databricks SQL warehouses
• List all Databricks jobs
• Get status of specific Databricks jobs
• Get detailed information about Databricks jobs
• Python 3.7+
• Databricks workspace with:
• Personal access token
• SQL warehouse endpoint
• Permissions to run queries and access jobs
• Clone this repository
• Create and activate a virtual environment (recommended):
• Install dependencies:
• Create a `.env` file in the root directory with the following variables:
• Test your connection (optional but recommended):
• **Host**: Your Databricks instance URL (e.g., `your-instance.cloud.databricks.com`)
• **Token**: Create a personal access token in Databricks:
• Go to User Settings (click your username in the top right)
• Select "Developer" tab
• Click "Manage" under "Access tokens"
• Generate a new token, and save it immediately
• **HTTP Path**: For your SQL warehouse:
• Go to SQL Warehouses in Databricks
• Select your warehouse
• Find the connection details and copy the HTTP Path
• **run_sql_query(sql: str)** - Execute SQL queries on your Databricks SQL warehouse
• **list_jobs()** - List all Databricks jobs in your workspace
• **get_job_status(job_id: int)** - Get the status of a specific Databricks job by ID
• **get_job_details(job_id: int)** - Get detailed information about a specific Databricks job
• "Show me all tables in the database"
• "Run a query to count records in the customer table"
• "List all my Databricks jobs"
• "Check the status of job #123"
• "Show me details about job #456"
• Ensure your Databricks host is correct and doesn't include `https://` prefix
• Check that your SQL warehouse is running and accessible
• Verify your personal access token has the necessary permissions
• Run the included test script: `python test_connection.py`
• Your Databricks personal access token provides direct access to your workspace
• Secure your `.env` file and never commit it to version control
• Consider using Databricks token with appropriate permission scopes only
• Run this server in a secure environment