AgentQL + HyperAgent: Complete MCP Integration
AgentQL is a MCP server that Enable AI agents to get structured data from unstructured web with AgentQL..
When integrated with HyperAgent, 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 HyperAgent, 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 HyperAgent
- 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
- HyperAgent installed and configured
- Compatible operating system (Node.js, Cross-platform)
Installation
Step 1: Install AgentQL
Configuration
Step 2: Configure HyperAgent
- Open HyperAgent 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 HyperAgent:
E-commerce Product Monitoring
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Ask HyperAgent: "Extract product details from Amazon search results"
Expected Result: undefined
News Article Analysis
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Ask HyperAgent: "Get headlines, summaries, and publish dates from news site"
Expected Result: undefined
Social Media Insights
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Ask HyperAgent: "Extract post engagement from social media feeds"
Expected Result: undefined
Testing Your Setup
- Launch HyperAgent
- Verify AgentQL is available in the tools list
- Test basic AgentQL functionality
Troubleshooting
Common Issues
Installation Fails
Symptoms: npm install errors, Package not found
Cause: Node.js version incompatibility or network issues
Solution:
- Verify Node.js version 16 or higher is installed
- Clear npm cache with npm cache clean --force
- Try using yarn instead of npm
- Check network connectivity and npm registry access
Playwright Browser Download Fails
Symptoms: Browser installation errors, Timeout during browser download
Cause: Network connectivity or disk space issues
Solution:
- Check internet connection and firewall settings
- Ensure sufficient disk space for browser binaries
- Try manual browser installation with npx playwright install
- Set PLAYWRIGHT_DOWNLOAD_HOST if behind corporate proxy
MCP Server Connection Failed
Symptoms: Server not found, Connection timeout, Tool unavailable
Cause: Server installation or path configuration issues
Solution:
- Verify MCP server is properly installed
- Check server executable permissions
- Use absolute path to server executable
- Test server independently before integration
Web Automation Not Working
Symptoms: Page navigation fails, Element interactions timeout
Cause: Playwright configuration or browser issues
Solution:
- Ensure browsers are properly installed with npx playwright install
- Check headless mode settings and browser compatibility
- Verify target website accessibility and network connectivity
- Review Playwright documentation for troubleshooting
AgentQL not appearing in HyperAgent
Symptoms: Server not listed, Tools not available
Cause: Configuration or installation issue
Solution:
- Verify configuration syntax
- Check AgentQL installation
- Restart HyperAgent
- Check logs for error messages
Next Steps
Now that AgentQL is integrated with HyperAgent:
- Explore all AgentQL capabilities through HyperAgent
- Check out other MCP servers that work with HyperAgent
- Join the MCP community for tips and support
- Consider contributing to AgentQL development
Need Help?
- Search for AgentQL documentation
- Check the HyperAgent MCP guide
- Join the MCP community discussions