AgentQL + Claude.ai: Complete MCP Integration
AgentQL is a MCP server that Enable AI agents to get structured data from unstructured web with AgentQL..
When integrated with Claude.ai, 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 Claude.ai, 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 Claude.ai
- 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
- Claude.ai installed and configured
- Compatible operating system (Web Browser)
Installation
Step 1: Install AgentQL
Configuration
Step 2: Configure Claude.ai
- Open Claude.ai 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 Claude.ai:
E-commerce Product Monitoring
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Ask Claude.ai: "Extract product details from Amazon search results"
Expected Result: undefined
News Article Analysis
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Ask Claude.ai: "Get headlines, summaries, and publish dates from news site"
Expected Result: undefined
Social Media Insights
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Ask Claude.ai: "Extract post engagement from social media feeds"
Expected Result: undefined
Testing Your Setup
- Start a new conversation in Claude.ai
- Ask Claude.ai to list available tools
- Try using AgentQL functionality
Test prompts:
- "What tools are available to me right now?"
- "Can you use AgentQL to help me with {example_task}?"
- "Show me the capabilities from my connected MCP servers"
Troubleshooting
Common Issues
Cannot Find MCP Settings
Symptoms: No MCP option in settings, Integration menu missing
Cause: Feature may not be available in current web interface version
Solution:
- Check if your account has access to MCP features
- Try accessing from different browser or clearing cache
- Contact Anthropic support for account feature access
Server Connection Failed
Symptoms: Connection timeout, Server unreachable errors
Cause: Network connectivity or server configuration issues
Solution:
- Verify server URL is correct and accessible
- Check if server requires authentication
- Ensure server supports web client connections
- Test server connectivity from other clients
Tools Not Appearing
Symptoms: Server connected but no tools available, Empty tools list
Cause: Server connected but not properly exposing tools
Solution:
- Verify server is properly configured and running
- Check server logs for tool registration issues
- Refresh connection or reconnect to server
- Ensure server implements MCP protocol correctly
AgentQL not appearing in Claude.ai
Symptoms: Server not listed, Tools not available
Cause: Configuration or installation issue
Solution:
- Verify configuration syntax
- Check AgentQL installation
- Restart Claude.ai
- Check logs for error messages
Next Steps
Now that AgentQL is integrated with Claude.ai:
- Explore all AgentQL capabilities through Claude.ai
- Check out other MCP servers that work with Claude.ai
- Join the MCP community for tips and support
- Consider contributing to AgentQL development
Need Help?
- Search for AgentQL documentation
- Check the Claude.ai MCP guide
- Join the MCP community discussions