AgentQL + FLUJO: Complete MCP Integration
AgentQL is a MCP server that Enable AI agents to get structured data from unstructured web with AgentQL..
When integrated with FLUJO, you can:
- Extract structured data from web pages using natural language
- Scrape web data with structured field definitions
- Monitor web pages for content changes
This guide provides step-by-step instructions to set up AgentQL in FLUJO, including configuration, examples, and troubleshooting.
What You'll Achieve
After completing this setup:
- AgentQL will be fully integrated and operational
- You can use AgentQL tools directly in FLUJO
- All AgentQL capabilities will be available for your workflows
- Access to 3 different tools
Prerequisites
Before starting, ensure you have:
- API key from AgentQL Dev Portal
- FLUJO installed and configured
- Compatible operating system (Web Browser, Docker, Node.js)
Installation
Step 1: Install AgentQL
Configuration
Step 2: Configure FLUJO
- Open FLUJO settings
- Navigate to MCP server configuration
- Add AgentQL server with appropriate settings
- Save and restart if needed
Examples
Once configured, you can use AgentQL in FLUJO:
E-commerce Product Monitoring
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Ask FLUJO: "Extract product details from Amazon search results"
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News Article Analysis
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Ask FLUJO: "Get headlines, summaries, and publish dates from news site"
Expected Result: undefined
Social Media Insights
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Ask FLUJO: "Extract post engagement from social media feeds"
Expected Result: undefined
Testing Your Setup
- Launch FLUJO
- Verify AgentQL is available in the tools list
- Test basic AgentQL functionality
Troubleshooting
Common Issues
FLUJO Not Starting
Symptoms: Application won't start, Connection errors
Cause: Installation or configuration issues
Solution:
- Check Node.js/Docker installation
- Verify port 3000 is available
- Check application logs for errors
- Ensure all dependencies are installed
MCP Server Not Connecting
Symptoms: Server shows red status, Connection timeout
Cause: Server configuration or network issues
Solution:
- Verify server installation and PATH
- Check server executable permissions
- Test server independently before FLUJO integration
- Review FLUJO logs for connection errors
Workflow Execution Fails
Symptoms: Workflow errors, Tool execution failures
Cause: Workflow configuration or server issues
Solution:
- Start with simple workflows for testing
- Verify all required servers are connected
- Check workflow step configuration
- Review execution logs for specific errors
AgentQL not appearing in FLUJO
Symptoms: Server not listed, Tools not available
Cause: Configuration or installation issue
Solution:
- Verify configuration syntax
- Check AgentQL installation
- Restart FLUJO
- Check logs for error messages
Next Steps
Now that AgentQL is integrated with FLUJO:
- Explore all AgentQL capabilities through FLUJO
- Check out other MCP servers that work with FLUJO
- Join the MCP community for tips and support
- Consider contributing to AgentQL development
Need Help?
- Search for AgentQL documentation
- Check the FLUJO MCP guide
- Join the MCP community discussions