Airflow + Theia IDE: Complete MCP Integration
Airflow is a MCP server that A MCP Server that connects to Apache Airflow using official python client..
When integrated with Theia IDE, 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 Theia IDE, 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 Theia IDE
- 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
- Theia IDE installed and configured
- Compatible operating system (Desktop, Web)
Installation
Step 1: Install Airflow
Configuration
Step 2: Configure Theia IDE
- Open Theia IDE 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 Theia IDE:
Pipeline Monitoring
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Ask Theia IDE: "Check status of all DAGs and recent failures"
Expected Result: undefined
Manual DAG Execution
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Ask Theia IDE: "Trigger monthly_report DAG with date parameter"
Expected Result: undefined
Troubleshooting Failed Tasks
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Ask Theia IDE: "Show failed tasks in data_pipeline and their error logs"
Expected Result: undefined
Testing Your Setup
- Launch Theia IDE
- Verify Airflow is available in the tools list
- Test basic Airflow functionality
Troubleshooting
Common Issues
Tool Not Recognized
Symptoms: AI says it does not have the tool
Cause: Configuration not saved or syntax error in JSON
Solution:
- Check for red squiggles in settings.json
- Restart the IDE to ensure config reload
Airflow not appearing in Theia IDE
Symptoms: Server not listed, Tools not available
Cause: Configuration or installation issue
Solution:
- Verify configuration syntax
- Check Airflow installation
- Restart Theia IDE
- Check logs for error messages
Next Steps
Now that Airflow is integrated with Theia IDE:
- Explore all Airflow capabilities through Theia IDE
- Check out other MCP servers that work with Theia IDE
- Join the MCP community for tips and support
- Consider contributing to Airflow development
Need Help?
- Search for Airflow documentation
- Check the Theia IDE MCP guide
- Join the MCP community discussions