AgentQL + WhatsMCP: Complete MCP Integration
AgentQL is a MCP server that Enable AI agents to get structured data from unstructured web with AgentQL..
When integrated with WhatsMCP, 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 WhatsMCP, 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 WhatsMCP
- 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
- WhatsMCP installed and configured
- Compatible operating system (WhatsApp, Wassist Web)
Installation
Step 1: Install AgentQL
Configuration
Step 2: Configure WhatsMCP
- Open WhatsMCP 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 WhatsMCP:
E-commerce Product Monitoring
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Ask WhatsMCP: "Extract product details from Amazon search results"
Expected Result: undefined
News Article Analysis
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Ask WhatsMCP: "Get headlines, summaries, and publish dates from news site"
Expected Result: undefined
Social Media Insights
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Ask WhatsMCP: "Extract post engagement from social media feeds"
Expected Result: undefined
Testing Your Setup
- Launch WhatsMCP
- Verify AgentQL is available in the tools list
- Test basic AgentQL functionality
Troubleshooting
Common Issues
Server Not Reachable
Symptoms: Wassist fails to connect, Tools not showing up
Cause: Localhost URL used without tunneling, or firewall blocking connection.
Solution:
- Use ngrok or similar to expose local server:
ngrok http 8080 - Ensure the URL starts with https://
- Check server logs for incoming requests
Tool Execution Failed
Symptoms: Error message in WhatsApp chat, Timeout
Cause: Bug in MCP server implementation or long-running task.
Solution:
- Check your MCP server logs for errors.
- Ensure tools return results within timeout limits.
AgentQL not appearing in WhatsMCP
Symptoms: Server not listed, Tools not available
Cause: Configuration or installation issue
Solution:
- Verify configuration syntax
- Check AgentQL installation
- Restart WhatsMCP
- Check logs for error messages
Next Steps
Now that AgentQL is integrated with WhatsMCP:
- Explore all AgentQL capabilities through WhatsMCP
- Check out other MCP servers that work with WhatsMCP
- Join the MCP community for tips and support
- Consider contributing to AgentQL development
Need Help?
- Search for AgentQL documentation
- Check the WhatsMCP MCP guide
- Join the MCP community discussions