AgentQL + Theia AI: 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 AI, 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 AI, 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 AI
• 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 AI installed and configured
• Compatible operating system (Theia IDE, Custom Apps)

Installation

Step 1: Install AgentQL

Configuration

Step 2: Configure Theia AI

1. Open Theia AI 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 AI:

E-commerce Product Monitoring

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

Expected Result: undefined

News Article Analysis

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

Expected Result: undefined

Social Media Insights

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

Expected Result: undefined

Testing Your Setup

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

Troubleshooting

Common Issues

Server Launch Failed

Symptoms: AI cannot access external context

Cause: Command not found in PATH

Solution:

• Ensure tools like uvx, npm, or python are in the environment PATH where Theia is launched

AgentQL not appearing in Theia AI

Symptoms: Server not listed, Tools not available

Cause: Configuration or installation issue

Solution:

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

Next Steps

Now that AgentQL is integrated with Theia AI:

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

Need Help?

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