How to Use Multilogin for
Web Scraping Without Getting Blocked

import requests

MULTILOGIN_URL = "http://localhost:35000"

def create_profile():
    payload = {
        "name": "Scraper Profile 1",
        "browser": "mimic",
        "os": "win",
        "proxy": {
            "type": "Multilogin"  # use built-in residential proxy
        }
    }
    response = requests.post(
        f"{MULTILOGIN_URL}/api/v1/profile",
        json=payload
    )
    return response.json()["uuid"]

from selenium import webdriver
from selenium.webdriver.chrome.options import Options

def start_profile(profile_id):
    response = requests.get(
        f"{MULTILOGIN_URL}/api/v1/profile/start?automation=true&profileId={profile_id}"
    )
    return response.json()["value"]

profile_id = create_profile()
driver_url = start_profile(profile_id)

options = Options()
options.add_experimental_option("debuggerAddress", driver_url)
driver = webdriver.Chrome(options=options)

# Now scrape as a real human user
driver.get("https://target-website.com/products")
titles = driver.find_elements("css selector", ".product-title")
for t in titles:
    print(t.text)

# Stop profile when done
requests.get(f"{MULTILOGIN_URL}/api/v1/profile/stop?profileId={profile_id}")

const puppeteer = require('puppeteer');
const axios = require('axios');

async function scrapeWithMultilogin(profileId) {
  // Start profile and get WebSocket URL
  const res = await axios.get(
    `http://localhost:35000/api/v1/profile/start?automation=true&profileId=${profileId}`
  );
  const wsUrl = res.data.value;

  // Connect Puppeteer to Multilogin profile
  const browser = await puppeteer.connect({
    browserWSEndpoint: wsUrl,
    defaultViewport: null
  });

  const page = await browser.newPage();
  await page.goto('https://target-website.com', {
    waitUntil: 'networkidle2'
  });

  // Extract data
  const data = await page.evaluate(() =>
    Array.from(document.querySelectorAll('.data-item'))
      .map(el => el.textContent.trim())
  );

  console.log(data);
  await browser.disconnect();
}

scrapeWithMultilogin('your-profile-id');