beginner⏱️ 12-22 minutes📅 Updated June 2026

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

AgentQL + Witsy: Complete MCP Integration

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

When integrated with Witsy, 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 Witsy, 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 Witsy
  • 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
  • Witsy installed and configured
  • Compatible operating system (Desktop App)

Installation

Step 1: Install AgentQL

Configuration

Step 2: Configure Witsy

  1. Open Witsy 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 Witsy:

E-commerce Product Monitoring

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

Expected Result: undefined

News Article Analysis

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

Expected Result: undefined

Social Media Insights

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

Expected Result: undefined

Testing Your Setup

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

Troubleshooting

Common Issues

Server Start Failure

Symptoms: Error notification, Tools not listed

Cause: Incorrect command path or missing dependencies (Node/Python).

Solution:

  • Ensure node, npm, or python are in the system PATH seen by Witsy.
  • Try using absolute paths to executables.

Permission Denied

Symptoms: Witsy cannot read file, Operation blocked

Cause: OS security settings or MCP server restrictions.

Solution:

  • Check macOS privacy settings.
  • Ensure the MCP server is started with access to the correct directories.

AgentQL not appearing in Witsy

Symptoms: Server not listed, Tools not available

Cause: Configuration or installation issue

Solution:

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

Next Steps

Now that AgentQL is integrated with Witsy:

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

Need Help?

Join the MCP community for support and discussions

AgentQL + Witsy: MCP Setup Guide (2026)