AgentQL + Roo 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 Roo 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 Roo 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 Roo 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
• Roo Code installed and configured
• Compatible operating system (Windows, macOS, Linux)

Installation

Step 1: Install AgentQL

Configuration

Step 2: Configure Roo Code

1. Locate your configuration file:

   • Windows: %USERPROFILE%\.roo\mcp_settings.json
   • macOS: ~/.roo/mcp_settings.json
   • Linux: ~/.roo/mcp_settings.json

2. Add server configuration:

{
  "mcpServers": {
    "agentql": {
      "command": "npx",
      "args": ["-y", "agentql"],
      "env": {
        "AGENTQL_API_KEY": "aql_1234567890abcdef"
      }
    }
  }
}

3. Restart Roo Code

Completely quit and restart Roo Code to load the new configuration.

Examples

Once configured, you can use AgentQL in Roo Code:

E-commerce Product Monitoring

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

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News Article Analysis

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

Expected Result: undefined

Social Media Insights

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

Expected Result: undefined

Testing Your Setup

1. Start a new conversation in Roo Code
2. Ask Roo Code to list available tools
3. Try using AgentQL functionality

Test prompts:

• "Type @ and verify AgentQL appears in the tools list"
• "Ask: "Use AgentQL to help with my task""
• "Check Roo Code output panel for server connection status"

Troubleshooting

Common Issues

MCP Server Not Connecting

Symptoms: Server not appearing in tools list, Connection timeout, MCP tools unavailable

Cause: Incorrect configuration or server not starting

Solution:

• Verify mcp_settings.json syntax is correct
• Check that Node.js and npx are installed and in PATH
• View Roo Code output panel for error messages
• Test server command manually in terminal: npx -y {server_id}
• Ensure environment variables are properly set

Permission Denied Errors

Symptoms: Cannot execute commands, File access denied, Terminal commands blocked

Cause: Roo Code requires explicit permission for file and command operations

Solution:

• Review and approve permission requests when prompted
• Check VS Code workspace trust settings
• Enable necessary permissions in Roo Code settings
• Verify file and folder permissions on your system

API Key or Model Issues

Symptoms: Authentication failed, Model not responding, No AI completions

Cause: AI model API key not configured or invalid

Solution:

• Verify API key is correctly set in Roo Code settings
• Check API key has sufficient credits/quota
• Test with a different AI model provider
• Review Roo Code output panel for API error details

Custom Mode Not Working with MCP

Symptoms: MCP tools not available in custom mode, Mode cannot access server

Cause: Custom mode configuration does not include MCP tool permissions

Solution:

• Edit custom mode configuration to include MCP tools
• Add "Use MCP" to available tools in mode definition
• Ensure mode has appropriate permissions for external tools
• Test with default mode first to verify MCP server works

Extension Conflicts

Symptoms: Roo Code not responding, VS Code performance issues, Unexpected behavior

Cause: Conflicts with other AI coding extensions

Solution:

• Disable other AI coding extensions (Cline, Continue, etc.)
• Restart VS Code after disabling conflicting extensions
• Check VS Code extension logs for conflict errors
• Use only one AI coding assistant extension at a time

AgentQL not appearing in Roo Code

Symptoms: Server not listed, Tools not available

Cause: Configuration or installation issue

Solution:

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

Next Steps

Now that AgentQL is integrated with Roo Code:

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

Need Help?

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