AgentQL + AgenticFlow: Complete MCP Integration
AgentQL is a MCP server that Enable AI agents to get structured data from unstructured web with AgentQL..
When integrated with AgenticFlow, 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 AgenticFlow, 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 AgenticFlow
- 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
- AgenticFlow installed and configured
- Compatible operating system (Web Platform, Mobile Support)
Installation
Step 1: Install AgentQL
Configuration
Step 2: Configure AgenticFlow
- Open AgenticFlow 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 AgenticFlow:
E-commerce Product Monitoring
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Ask AgenticFlow: "Extract product details from Amazon search results"
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News Article Analysis
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Ask AgenticFlow: "Get headlines, summaries, and publish dates from news site"
Expected Result: undefined
Social Media Insights
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Ask AgenticFlow: "Extract post engagement from social media feeds"
Expected Result: undefined
Testing Your Setup
- Launch AgenticFlow
- Verify AgentQL is available in the tools list
- Test basic AgentQL functionality
Troubleshooting
Common Issues
Server Connection Failed
Symptoms: Red connection indicator, Server unreachable errors
Cause: Network connectivity or server configuration issues
Solution:
- Verify server endpoint URL is correct
- Check server authentication credentials
- Ensure server is running and accessible
- Review firewall and network settings
Tools Not Available
Symptoms: MCP tools not showing in workflow builder, Empty tools list
Cause: Server connection successful but tool discovery failed
Solution:
- Verify MCP server is properly configured
- Check server tool definitions and schemas
- Refresh connection in AgenticFlow dashboard
- Review server logs for tool registration errors
Workflow Execution Errors
Symptoms: Automation fails during MCP tool calls, Runtime errors
Cause: Tool parameter issues or server-side errors
Solution:
- Validate tool parameters in workflow editor
- Check required vs optional parameters
- Review execution logs for specific error messages
- Test MCP server independently outside AgenticFlow
Authentication Failures
Symptoms: Auth errors in logs, Unauthorized access messages
Cause: Incorrect authentication configuration
Solution:
- Verify API keys and tokens are correct
- Check authentication method matches server requirements
- Ensure credentials have necessary permissions
- Update expired authentication tokens
AgentQL not appearing in AgenticFlow
Symptoms: Server not listed, Tools not available
Cause: Configuration or installation issue
Solution:
- Verify configuration syntax
- Check AgentQL installation
- Restart AgenticFlow
- Check logs for error messages
Next Steps
Now that AgentQL is integrated with AgenticFlow:
- Explore all AgentQL capabilities through AgenticFlow
- Check out other MCP servers that work with AgenticFlow
- Join the MCP community for tips and support
- Consider contributing to AgentQL development
Need Help?
- Search for AgentQL documentation
- Check the AgenticFlow MCP guide
- Join the MCP community discussions