AgentQL + MooPoint: Complete MCP Integration
AgentQL is a MCP server that Enable AI agents to get structured data from unstructured web with AgentQL..
When integrated with MooPoint, 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 MooPoint, 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 MooPoint
- 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
- MooPoint installed and configured
- Compatible operating system (Web Platform, Mobile Web)
Installation
Step 1: Install AgentQL
Configuration
Step 2: Configure MooPoint
- Open MooPoint 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 MooPoint:
E-commerce Product Monitoring
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Ask MooPoint: "Extract product details from Amazon search results"
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News Article Analysis
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Ask MooPoint: "Get headlines, summaries, and publish dates from news site"
Expected Result: undefined
Social Media Insights
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Ask MooPoint: "Extract post engagement from social media feeds"
Expected Result: undefined
Testing Your Setup
- Launch MooPoint
- Verify AgentQL is available in the tools list
- Test basic AgentQL functionality
Troubleshooting
Common Issues
MCP Server Connection Failed
Symptoms: Connection timeout, Server unreachable, Test connection fails
Cause: Invalid server URL or server not accessible
Solution:
- Verify MCP server URL is correct and publicly accessible
- Check server supports HTTP or SSE transport protocol
- Ensure server is running and responding to health checks
- Test server URL in browser or with curl
- Review server logs for connection errors
OAuth Authentication Failing
Symptoms: OAuth redirect errors, Token refresh failures, Permission denied
Cause: Invalid OAuth credentials or misconfigured redirect URLs
Solution:
- Verify OAuth client ID and secret are correct
- Check redirect URL in OAuth provider matches MooPoint configuration
- Ensure all required scopes are configured
- Complete OAuth authorization flow fully
- Check OAuth provider allows the application
Tool Calling Not Working
Symptoms: Tools not appearing, Tool execution fails, LLM cannot access tools
Cause: MCP server not providing tools correctly or model limitations
Solution:
- Verify MCP server exposes tools in correct format
- Check that selected LLM model supports function calling
- Review tool definitions for correct parameter schemas
- Test MCP server independently to ensure tools work
- Try different LLM model that supports tool calling
API Key Errors
Symptoms: Invalid API key, Authentication failed, Rate limit errors
Cause: Incorrect or expired API keys for LLM providers
Solution:
- Verify API keys are correctly entered in Settings
- Check API key has not expired or been revoked
- Ensure API key has sufficient permissions
- Verify you have not exceeded rate limits or quotas
- Regenerate API key if issues persist
Model Switching Issues
Symptoms: Model not loading, Conversation context lost, Inconsistent behavior
Cause: Model compatibility or configuration issues
Solution:
- Ensure API key for selected model is configured
- Start new conversation when switching models
- Verify model supports required features (tool calling, etc.)
- Check model availability and status
- Review model-specific limitations and requirements
AgentQL not appearing in MooPoint
Symptoms: Server not listed, Tools not available
Cause: Configuration or installation issue
Solution:
- Verify configuration syntax
- Check AgentQL installation
- Restart MooPoint
- Check logs for error messages
Next Steps
Now that AgentQL is integrated with MooPoint:
- Explore all AgentQL capabilities through MooPoint
- Check out other MCP servers that work with MooPoint
- Join the MCP community for tips and support
- Consider contributing to AgentQL development
Need Help?
- Search for AgentQL documentation
- Check the MooPoint MCP guide
- Join the MCP community discussions