AgentQL + Toolprint: Complete MCP Integration
AgentQL is a MCP server that Enable AI agents to get structured data from unstructured web with AgentQL..
When integrated with Toolprint, 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 Toolprint, 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 Toolprint
- 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
- Toolprint installed and configured
- Compatible operating system (Cross-Platform)
Installation
Step 1: Install AgentQL
Configuration
Step 2: Configure Toolprint
- Open Toolprint 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 Toolprint:
E-commerce Product Monitoring
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Ask Toolprint: "Extract product details from Amazon search results"
Expected Result: undefined
News Article Analysis
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Ask Toolprint: "Get headlines, summaries, and publish dates from news site"
Expected Result: undefined
Social Media Insights
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Ask Toolprint: "Extract post engagement from social media feeds"
Expected Result: undefined
Testing Your Setup
- Launch Toolprint
- Verify AgentQL is available in the tools list
- Test basic AgentQL functionality
Troubleshooting
Common Issues
CLI Authentication Failed
Symptoms: Login prompt fails, Unable to authenticate
Cause: Network or credential issues
Solution:
- Check internet connection
- Verify account credentials
- Try clearing authentication cache
- Contact Toolprint support if issues persist
MCP Server Not Starting
Symptoms: Port 7001 not accessible, Server startup fails
Cause: Port conflict or Node.js issues
Solution:
- Check if port 7001 is already in use
- Verify Node.js installation and version
- Try restarting the CLI command
- Check system firewall settings
Tool Selection Not Working
Symptoms: search_tools returns no results, Tool recommendations missing
Cause: Configuration or service connectivity issues
Solution:
- Verify internet connection for tool discovery
- Check Toolprint service status
- Restart MCP server: toolprint mcp
- Verify MCP client configuration
AgentQL not appearing in Toolprint
Symptoms: Server not listed, Tools not available
Cause: Configuration or installation issue
Solution:
- Verify configuration syntax
- Check AgentQL installation
- Restart Toolprint
- Check logs for error messages
Next Steps
Now that AgentQL is integrated with Toolprint:
- Explore all AgentQL capabilities through Toolprint
- Check out other MCP servers that work with Toolprint
- Join the MCP community for tips and support
- Consider contributing to AgentQL development
Need Help?
- Search for AgentQL documentation
- Check the Toolprint MCP guide
- Join the MCP community discussions