beginner⏱️ 12-22 minutes📅 Updated June 2026

Step-by-step guide to integrate AgentQL MCP server with Superinterface. Includes extract_data and scrape_structured.

AgentQL + Superinterface: Complete MCP Integration

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

When integrated with Superinterface, 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 Superinterface, 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 Superinterface
  • 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
  • Superinterface installed and configured
  • Compatible operating system (Cloud Platform)

Installation

Step 1: Install AgentQL

Configuration

Step 2: Configure Superinterface

  1. Open Superinterface 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 Superinterface:

E-commerce Product Monitoring

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

Expected Result: undefined

News Article Analysis

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

Expected Result: undefined

Social Media Insights

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

Expected Result: undefined

Testing Your Setup

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

Troubleshooting

Common Issues

Tool Authorization Failed

Symptoms: Assistant says "I cannot access that tool"

Cause: Missing API keys or incorrect configuration in dashboard

Solution:

  • Check the "Secrets" or "Environment Variables" section of the tool config

Latency

Symptoms: Slow responses when using tools

Cause: Cold start of serverless MCP functions

Solution:

  • Monitor server performance logs

AgentQL not appearing in Superinterface

Symptoms: Server not listed, Tools not available

Cause: Configuration or installation issue

Solution:

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

Next Steps

Now that AgentQL is integrated with Superinterface:

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

Need Help?

Related Resources

More Integrations

Explore other MCP servers that work with Superinterface

Need Help?

Join the MCP community for support and discussions

AgentQL + Superinterface: MCP Setup Guide (2026)