AgentQL + MCP Inspector: Complete MCP Integration

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

When integrated with MCP Inspector, 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 MCP Inspector, 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 MCP Inspector
• 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
• MCP Inspector installed and configured
• Compatible operating system (CLI Tool)

Installation

Step 1: Install AgentQL

Configuration

Step 2: Configure MCP Inspector

1. Open MCP Inspector 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 MCP Inspector:

E-commerce Product Monitoring

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Ask MCP Inspector: "Extract product details from Amazon search results"

Expected Result: undefined

News Article Analysis

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

Expected Result: undefined

Social Media Insights

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Ask MCP Inspector: "Extract post engagement from social media feeds"

Expected Result: undefined

Testing Your Setup

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

Troubleshooting

Common Issues

Connection Failed

Symptoms: Inspector UI shows "Disconnected"

Cause: Server process exited or failed to start.

Solution:

• Check the terminal where you ran npx ... for error output from your server.
• Ensure your server prints JSON-RPC messages to stdout.

Tools Not Showing

Symptoms: Tool list is empty

Cause: Server did not send tools/list response or capabilities negotiation failed.

Solution:

• Check the "Console" or "Logs" tab in the Inspector to see the raw communication.
• Verify your server code correctly implements the ListToolsRequest handler.

AgentQL not appearing in MCP Inspector

Symptoms: Server not listed, Tools not available

Cause: Configuration or installation issue

Solution:

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

Next Steps

Now that AgentQL is integrated with MCP Inspector:

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

Need Help?

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