• DATA
  • INSIGHT
  • ACTION
  • HUMAN

How to run and analyze web scrapers with your AI

Connect Apify to your AI client to turn web scraping into a conversation. You trigger the scrape and immediately hand the data to your agent.

Ask AI about this page

Short answer

How can I run and analyze web scrapers with my AI?

Your AI uses Apify to launch specific scrapers and then pulls the resulting datasets into its context. This lets you ask questions about live web data without manual exports. You get structured insights from any site you can target with an actor.

The results

What you get from the connection

The AI handles the heavy lifting of data collection and processing.

DATA

Instant web datasets

The AI pulls raw data from Apify actors. You get clean, structured information ready for your prompts.

INSIGHT

Automated analysis

Once the data is in the chat, your agent identifies trends, patterns, or specific details you asked for.

ACTION

Targeted scraping

You tell the AI which actor to use. It starts the job and waits for the results to come back.

HUMAN

Manual oversight

You decide which websites are worth scraping and review the final analysis for accuracy.

The workflow

What your AI does when you request a scrape.

The AI acts as the bridge between your prompt and the Apify cloud.

  1. Launch the scraper

    Your agent identifies the right actor for your task and starts the execution process.

    run_actor

  2. Monitor the job

    The AI waits for the actor to finish its run and prepare the output.

    run_actor

  3. Fetch the data

    The agent pulls the completed dataset from the Apify storage into its own memory.

    get_dataset_results

  4. Interpret results

    The AI reads the scraped rows and answers your specific questions about the content.

    get_dataset_results

Try it

Copy these to start.

Use these prompts to kick off your first scraping task.

Starting points

Replace the bracketed text with your specific target URL or actor name.

Apify Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_XpiRRgIukBoSRPKSbj93XBldWyxkE1Ba9k2he2x5/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 — Apify capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "apify-extended-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_XpiRRgIukBoSRPKSbj93XBldWyxkE1Ba9k2he2x5/mcp"
    }
  }
}
Copy into chat04

  • Run the website scraper actor on https://example.com and summarize the product listings.

  • Use the Apify actor to scrape recent reviews from this Amazon page and tell me the main complaints.

  • Trigger the search scraper for this Google Maps URL and list all the coffee shops found.

  • Scrape the pricing data from this e-commerce site and compare it to the values in my previous dataset.

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

Start here

Connect Apify once, then ask.

One connection gives your AI access to your Apify account. Your credentials stay encrypted and secure on our side.

Connect Apify to your AI

FAQ

Common questions

  • 01

    Can the AI change my Apify actor settings?

    No. The AI can only trigger an actor with the parameters provided in your prompt.

  • 02

    Does the AI delete my datasets in Apify?

    No. The AI only reads the results of the datasets; it has no permission to delete your data.

  • 03

    Can I use any Apify actor?

    Yes, as long as the actor is available in your Apify account and the AI can trigger it.

  • 04

    How does the AI get the data?

    The AI uses the get_dataset_results tool to pull the information once the actor finishes its run.

  • 05

    Will the AI automatically scrape the whole web?

    No. The AI only scrapes the specific sites or targets you explicitly mention in your chat.

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

Connect Apify to Claude, Cursor, ChatGPT & more