beginner⏱️ 12-22 minutes📅 Updated June 2026

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

AgentQL + Theia IDE: Complete MCP Integration

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

When integrated with Theia IDE, 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 Theia IDE, 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 Theia IDE
  • 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
  • Theia IDE installed and configured
  • Compatible operating system (Desktop, Web)

Installation

Step 1: Install AgentQL

Configuration

Step 2: Configure Theia IDE

  1. Open Theia IDE 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 Theia IDE:

E-commerce Product Monitoring

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Ask Theia IDE: "Extract product details from Amazon search results"

Expected Result: undefined

News Article Analysis

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

Expected Result: undefined

Social Media Insights

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Ask Theia IDE: "Extract post engagement from social media feeds"

Expected Result: undefined

Testing Your Setup

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

Troubleshooting

Common Issues

Tool Not Recognized

Symptoms: AI says it does not have the tool

Cause: Configuration not saved or syntax error in JSON

Solution:

  • Check for red squiggles in settings.json
  • Restart the IDE to ensure config reload

AgentQL not appearing in Theia IDE

Symptoms: Server not listed, Tools not available

Cause: Configuration or installation issue

Solution:

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

Next Steps

Now that AgentQL is integrated with Theia IDE:

  • Explore all AgentQL capabilities through Theia IDE
  • Check out other MCP servers that work with Theia IDE
  • 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 Theia IDE

Need Help?

Join the MCP community for support and discussions

AgentQL + Theia IDE: MCP Setup Guide (2026)