beginner⏱️ 12-22 minutes📅 Updated June 2026

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

AgentQL + Augment Code: Complete MCP Integration

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

When integrated with Augment Code, 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 Augment Code, 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 Augment Code
  • 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
  • Augment Code installed and configured
  • Compatible operating system (Windows, macOS, Linux)

Installation

Step 1: Install AgentQL

Configuration

Step 2: Configure Augment Code

  1. Open Augment Code 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 Augment Code:

E-commerce Product Monitoring

undefined

Ask Augment Code: "Extract product details from Amazon search results"

Expected Result: undefined

News Article Analysis

undefined

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

Expected Result: undefined

Social Media Insights

undefined

Ask Augment Code: "Extract post engagement from social media feeds"

Expected Result: undefined

Testing Your Setup

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

Troubleshooting

Common Issues

Installation Failed

Symptoms: npm install errors, Command not found

Cause: Node.js version incompatibility or PATH issues

Solution:

  • Verify Node.js version 16 or higher is installed
  • Check npm installation and PATH configuration
  • Try using yarn instead of npm
  • Clear npm cache and reinstall

MCP Server Not Found

Symptoms: Server command not found, Configuration errors

Cause: Server not installed or not in PATH

Solution:

  • Verify MCP server installation
  • Use absolute path to server executable
  • Check server executable permissions
  • Test server command independently

Repository Analysis Fails

Symptoms: Analysis errors, No improvements suggested

Cause: MCP server integration or codebase issues

Solution:

  • Check repository is properly initialized
  • Verify MCP server is responding correctly
  • Review analysis logs for specific errors
  • Start with smaller codebase for testing

AgentQL not appearing in Augment Code

Symptoms: Server not listed, Tools not available

Cause: Configuration or installation issue

Solution:

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

Next Steps

Now that AgentQL is integrated with Augment Code:

  • Explore all AgentQL capabilities through Augment Code
  • Check out other MCP servers that work with Augment Code
  • 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 Augment Code

Need Help?

Join the MCP community for support and discussions

AgentQL + Augment Code: MCP Setup Guide (2026)