Airflow + Cline: Complete MCP Integration
Airflow is a MCP server that A MCP Server that connects to Apache Airflow using official python client..
When integrated with Cline, you can:
- List all available DAGs in Airflow
- Manually trigger a DAG run
- Get DAG run history and status
This guide provides step-by-step instructions to set up Airflow in Cline, including configuration, examples, and troubleshooting.
What You'll Achieve
After completing this setup:
- Airflow will be fully integrated and operational
- You can use Airflow tools directly in Cline
- All Airflow capabilities will be available for your workflows
- Access to 5 different tools
Prerequisites
Before starting, ensure you have:
- Airflow webserver host URL
- Airflow authentication username
- Airflow authentication password
- Cline installed and configured
- Compatible operating system (Windows, macOS, Linux)
Installation
Step 1: Install Airflow
Configuration
Step 2: Configure Cline
- Open Cline settings
- Navigate to MCP server configuration
- Add Airflow server with appropriate settings
- Save and restart if needed
Examples
Once configured, you can use Airflow in Cline:
Pipeline Monitoring
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Ask Cline: "Check status of all DAGs and recent failures"
Expected Result: undefined
Manual DAG Execution
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Ask Cline: "Trigger monthly_report DAG with date parameter"
Expected Result: undefined
Troubleshooting Failed Tasks
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Ask Cline: "Show failed tasks in data_pipeline and their error logs"
Expected Result: undefined
Testing Your Setup
- Launch Cline
- Verify Airflow is available in the tools list
- Test basic Airflow functionality
Troubleshooting
Common Issues
Extension Not Loading
Symptoms: Cline extension not appearing, Command palette empty
Cause: Extension installation or VS Code configuration issue
Solution:
- Verify extension is properly installed via Extensions panel
- Check VS Code version compatibility
- Reload VS Code window or restart application
- Check VS Code developer console for error messages
MCP Server Not Found
Symptoms: Server command not found, Tools unavailable in Cline
Cause: Server not installed or not accessible from VS Code
Solution:
- Verify MCP server installation and PATH configuration
- Test server command from VS Code integrated terminal
- Use absolute path to server executable in configuration
- Check server executable permissions
Configuration Not Applied
Symptoms: Settings changes not taking effect, Old configuration persisting
Cause: VS Code settings not reloaded or invalid configuration
Solution:
- Reload VS Code window after configuration changes
- Verify JSON syntax in settings.json is valid
- Check Cline extension settings panel for errors
- Review VS Code developer console for configuration warnings
Tool Execution Fails
Symptoms: MCP tools available but not working, Error during tool execution
Cause: Server configuration or environment issues
Solution:
- Verify environment variables are set correctly
- Check server logs for execution errors
- Test server functionality outside of VS Code
- Ensure all required dependencies are installed
Airflow not appearing in Cline
Symptoms: Server not listed, Tools not available
Cause: Configuration or installation issue
Solution:
- Verify configuration syntax
- Check Airflow installation
- Restart Cline
- Check logs for error messages
Next Steps
Now that Airflow is integrated with Cline:
- Explore all Airflow capabilities through Cline
- Check out other MCP servers that work with Cline
- Join the MCP community for tips and support
- Consider contributing to Airflow development
Need Help?
- Search for Airflow documentation
- Check the Cline MCP guide
- Join the MCP community discussions