AgentQL + Cline: Complete MCP Integration
AgentQL is a MCP server that Enable AI agents to get structured data from unstructured web with AgentQL..
When integrated with Cline, 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 Cline, 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 Cline
- 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
- Cline installed and configured
- Compatible operating system (Windows, macOS, Linux)
Installation
Step 1: Install AgentQL
Configuration
Step 2: Configure Cline
- Open Cline 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 Cline:
E-commerce Product Monitoring
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Ask Cline: "Extract product details from Amazon search results"
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News Article Analysis
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Ask Cline: "Get headlines, summaries, and publish dates from news site"
Expected Result: undefined
Social Media Insights
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Ask Cline: "Extract post engagement from social media feeds"
Expected Result: undefined
Testing Your Setup
- Launch Cline
- Verify AgentQL is available in the tools list
- Test basic AgentQL functionality
Troubleshooting
Common Issues
Extension Not Loading
Symptoms: Cline extension not appearing, Command palette empty
Cause: Extension installation or VS Code configuration issue
Solution:
- Verify extension is properly installed via Extensions panel
- Check VS Code version compatibility
- Reload VS Code window or restart application
- Check VS Code developer console for error messages
MCP Server Not Found
Symptoms: Server command not found, Tools unavailable in Cline
Cause: Server not installed or not accessible from VS Code
Solution:
- Verify MCP server installation and PATH configuration
- Test server command from VS Code integrated terminal
- Use absolute path to server executable in configuration
- Check server executable permissions
Configuration Not Applied
Symptoms: Settings changes not taking effect, Old configuration persisting
Cause: VS Code settings not reloaded or invalid configuration
Solution:
- Reload VS Code window after configuration changes
- Verify JSON syntax in settings.json is valid
- Check Cline extension settings panel for errors
- Review VS Code developer console for configuration warnings
Tool Execution Fails
Symptoms: MCP tools available but not working, Error during tool execution
Cause: Server configuration or environment issues
Solution:
- Verify environment variables are set correctly
- Check server logs for execution errors
- Test server functionality outside of VS Code
- Ensure all required dependencies are installed
AgentQL not appearing in Cline
Symptoms: Server not listed, Tools not available
Cause: Configuration or installation issue
Solution:
- Verify configuration syntax
- Check AgentQL installation
- Restart Cline
- Check logs for error messages
Next Steps
Now that AgentQL is integrated with Cline:
- Explore all AgentQL capabilities through Cline
- Check out other MCP servers that work with Cline
- Join the MCP community for tips and support
- Consider contributing to AgentQL development
Need Help?
- Search for AgentQL documentation
- Check the Cline MCP guide
- Join the MCP community discussions