AgentQL + SpinAI: Complete MCP Integration

AgentQL is a MCP server that Enable AI agents to get structured data from unstructured web with AgentQL..

When integrated with SpinAI, 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 SpinAI, 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 SpinAI
• 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
• SpinAI installed and configured
• Compatible operating system (Node.js)

Installation

Step 1: Install AgentQL

Configuration

Step 2: Configure SpinAI

1. Open SpinAI settings
2. Navigate to MCP server configuration
3. Add AgentQL server with appropriate settings
4. Save and restart if needed

Examples

Once configured, you can use AgentQL in SpinAI:

E-commerce Product Monitoring

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Ask SpinAI: "Extract product details from Amazon search results"

Expected Result: undefined

News Article Analysis

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Ask SpinAI: "Get headlines, summaries, and publish dates from news site"

Expected Result: undefined

Social Media Insights

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Ask SpinAI: "Extract post engagement from social media feeds"

Expected Result: undefined

Testing Your Setup

1. Launch SpinAI
2. Verify AgentQL is available in the tools list
3. Test basic AgentQL functionality

Troubleshooting

Common Issues

Tool Execution Error

Symptoms: Agent fails to retrieve data

Cause: MCP server process crashed or returned invalid JSON

Solution:

• Enable debug logging in SpinAI
• Check stderr of the MCP server process

Timeout

Symptoms: Agent hangs on tool call

Cause: MCP server is unresponsive

Solution:

• Configure timeouts in createMCPTool options

AgentQL not appearing in SpinAI

Symptoms: Server not listed, Tools not available

Cause: Configuration or installation issue

Solution:

• Verify configuration syntax
• Check AgentQL installation
• Restart SpinAI
• Check logs for error messages

Next Steps

Now that AgentQL is integrated with SpinAI:

• Explore all AgentQL capabilities through SpinAI
• Check out other MCP servers that work with SpinAI
• Join the MCP community for tips and support
• Consider contributing to AgentQL development

Need Help?

• Search for AgentQL documentation
• Check the SpinAI MCP guide
• Join the MCP community discussions