AgentQL + Continue: Complete MCP Integration
AgentQL is a MCP server that Enable AI agents to get structured data from unstructured web with AgentQL..
When integrated with Continue, 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 Continue, 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 Continue
- 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
- Continue installed and configured
- Compatible operating system (VS Code, JetBrains IDEs, Cross-platform)
Installation
Step 1: Install AgentQL
Configuration
Step 2: Configure Continue
- Open Continue 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 Continue:
E-commerce Product Monitoring
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Ask Continue: "Extract product details from Amazon search results"
Expected Result: undefined
News Article Analysis
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Ask Continue: "Get headlines, summaries, and publish dates from news site"
Expected Result: undefined
Social Media Insights
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Ask Continue: "Extract post engagement from social media feeds"
Expected Result: undefined
Testing Your Setup
- Launch Continue
- Verify AgentQL is available in the tools list
- Test basic AgentQL functionality
Troubleshooting
Common Issues
Extension Installation Failed
Symptoms: Marketplace errors, Extension not appearing
Cause: IDE version incompatibility or marketplace issues
Solution:
- Check IDE version meets minimum requirements
- Try manual installation from extension file
- Clear IDE cache and restart
- Check internet connectivity and proxy settings
MCP Configuration Not Loaded
Symptoms: Settings not applied, Server not connecting
Cause: Configuration file errors or location issues
Solution:
- Verify JSON syntax in configuration file
- Check configuration file location and permissions
- Use absolute paths for server executables
- Restart IDE after configuration changes
Server Tools Not Available
Symptoms: Continue working but no MCP tools, Limited functionality
Cause: Server connection or protocol issues
Solution:
- Verify MCP server installation and PATH
- Test server independently from command line
- Check server logs for connection errors
- Ensure server implements MCP protocol correctly
IDE Performance Issues
Symptoms: Slow responses, IDE freezing
Cause: Resource usage or configuration problems
Solution:
- Check system resources and available memory
- Reduce number of concurrent MCP servers
- Update Continue extension to latest version
- Configure appropriate timeout settings
AgentQL not appearing in Continue
Symptoms: Server not listed, Tools not available
Cause: Configuration or installation issue
Solution:
- Verify configuration syntax
- Check AgentQL installation
- Restart Continue
- Check logs for error messages
Next Steps
Now that AgentQL is integrated with Continue:
- Explore all AgentQL capabilities through Continue
- Check out other MCP servers that work with Continue
- Join the MCP community for tips and support
- Consider contributing to AgentQL development
Need Help?
- Search for AgentQL documentation
- Check the Continue MCP guide
- Join the MCP community discussions