• CLEAN DATA
  • AUTOMATED
  • REFINED
  • HUMAN

How to extract structured JSON data with your AI

Connect ScrapingAnt to your agent to pull specific data points from any website. Once connected, you just tell your AI what to look for.

Ask AI about this page

Short answer

How can I turn a website into JSON using my AI?

You give your AI a URL and a description of the data you want. The agent uses ScrapingAnt to scrape the page and format the results into a clean JSON object that follows your specific schema. You'll get structured data ready for your database or spreadsheet.

The data outcomes

Where your data lands.

This is what happens to the web content once your AI processes it.

CLEAN DATA

Schema-compliant JSON

The AI converts raw HTML into organized JSON objects. You get data that fits your existing code or database requirements perfectly.

AUTOMATED

No manual scraping

The agent handles the heavy lifting of navigating the DOM. You skip the regex and manual parsing entirely.

REFINED

Filtered information

The AI ignores the ads, navbars, and junk. It only pulls the specific fields you actually asked for.

HUMAN

Validation required

You still need to check the output for accuracy. The AI handles the extraction, but you own the final data quality.

The workflow

What your AI does when the URL arrives.

The process moves from raw web content to a structured format through a single tool.

  1. Fetch the page

    Your agent reaches out to the target website to grab the full HTML content.

    extract_structured_data

  2. Parse the content

    The AI looks through the HTML to find the specific elements you described in your prompt.

    extract_structured_data

  3. Map to schema

    The extracted text is organized into the keys and values you defined.

    extract_structured_data

  4. Deliver JSON

    The final, structured object is handed back to your chat interface.

    extract_structured_data

Try it

Copy these to start.

Use these prompts to begin extracting data immediately.

Starting points

These are templates. Swap out the website URL and the specific data fields you need.

ScrapingAnt Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_33Dot1d9KwKHOM5nwGJBcqvtDcVz7zuJ1ZYiAUS8/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — ScrapingAnt capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "scrapingant-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_33Dot1d9KwKHOM5nwGJBcqvtDcVz7zuJ1ZYiAUS8/mcp"
    }
  }
}
Copy into chat04

  • Extract the product names and prices from https://example-store.com into a JSON list.

  • Find all the job titles and company names on this page: https://example-jobs.com/listings

  • Get the contact email and phone number for the businesses listed at https://example-directory.com

  • Create a JSON object containing the article title, author, and publication date from https://example-news.com/article-1

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect ScrapingAnt once, then ask.

Click the link below to link your account. Your credentials stay encrypted, and you can start prompting your AI right away.

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FAQ

How this task behaves

  • 01

    Can the AI scrape sites that require a login?

    No. This tool extracts data from publicly accessible web pages.

  • 02

    Will the AI change the website content?

    No. The AI only reads the content. It cannot modify, delete, or interact with the live website.

  • 03

    Do I need to write code to get the JSON?

    No. You only need to describe the data you want using natural language.

  • 04

    Can the AI handle images?

    The AI can extract image URLs from the page, but it cannot process or 'see' the actual image files.

  • 05

    How do I ensure the JSON is correct?

    The AI follows your schema, but you should always review the output to ensure the data matches your expectations.

  • More questions about ScrapingAnt? The Connector page answers them. See everything the ScrapingAnt Connector can do

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