• DATA
  • ANALYSIS
  • REPORTS
  • HUMAN

How to extract data from web apps with your AI

Connect Oxylabs to your AI client to pull information from modern, JavaScript-heavy websites. Once connected, your agent handles the heavy lifting of rendering pages and structuring the results.

Ask AI about this page

Short answer

How can I scrape data from JavaScript-heavy web apps?

Your AI uses the scrape_universal tool to trigger a headless browser that renders the full page content. This allows your agent to see exactly what a human sees, including dynamic content, and turn it into clean data. You'll get structured results ready for analysis.

The results.

Where your data lands.

The extraction process turns messy web code into organized information.

DATA

Structured datasets

The AI uses scrape_universal to pull raw text and elements. You get clean, organized data instead of a wall of HTML.

ANALYSIS

Immediate insights

Once the data is pulled, your agent can immediately summarize trends or find specific values. You skip the manual copy-paste phase.

REPORTS

Ready-to-use files

Your agent can format the scraped information into tables or lists. This makes it easy to move data into your existing documents.

HUMAN

Manual verification

The AI identifies anomalies or missing fields. You decide if the scraped data meets your quality standards before using it.

The workflow

What your AI does when the request arrives.

The AI manages the technical complexity of modern web browsing so you don't have to.

  1. Render the page

    Your agent triggers a browser session to execute JavaScript and load all dynamic elements on the target site.

    scrape_universal

  2. Capture content

    The tool captures the fully rendered DOM, ensuring that content hidden behind clicks or scrolls is visible.

    scrape_universal

  3. Parse structure

    The AI looks through the rendered HTML to find the specific data points you asked for.

    scrape_universal

  4. Format output

    The agent cleans up the noise and presents the final data in a format that fits your current task.

    scrape_universal

Try it

Copy these to start.

Use these prompts to kick off your first scraping task.

Starting points

Replace the website descriptions with the actual URLs you want to target.

Oxylabs Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_iuMv6hVGHWEAOjX5KA3LGeI6nb8UwbzyABtu72Tg/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 — Oxylabs capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "oxylabs-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_iuMv6hVGHWEAOjX5KA3LGeI6nb8UwbzyABtu72Tg/mcp"
    }
  }
}
Copy into chat04

  • Scrape the product names and prices from this URL: https://example.com/shop

  • Extract all the recent news headlines from this site: https://example.com/news

  • Pull the contact information for the companies listed on this page: https://example.com/directory

  • Get a list of all the available flight routes from this web app: https://example.com/flights

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

Start here

Connect Oxylabs once, then ask.

Just click the link to connect your account. Your credentials stay encrypted and secure, and you can start scraping immediately through your preferred AI client.

Connect Oxylabs to your AI

FAQ

How this task behaves.

  • 01

    Can the AI bypass CAPTCHAs automatically?

    No. The AI relies on the Oxylabs tool to access the page content, but it cannot solve complex human-verification challenges on its own.

  • 02

    Will the AI change anything on the website?

    No. The tool only reads and extracts data. It cannot click buttons that submit forms or modify any data on the target website.

  • 03

    Does it work on sites that require a login?

    No. The tool is designed to scrape publicly accessible content that renders via JavaScript. It does not have the capability to log into private accounts.

  • 04

    Can I scrape data from a mobile app?

    No. This tool is built for web applications that run in a browser environment.

  • 05

    How does the AI handle data that only appears when I scroll?

    The scrape_universal tool renders the page content, allowing the AI to see the elements that load during the rendering process.

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

Connect Oxylabs to Claude, Cursor, ChatGPT & more