Pricing

from $5.00 / 1,000 profile scrapeds

LinkedIn Profile Scraper & Email Finder 📧 ✅ No Login Required

Find and extract LinkedIn profiles with emails — no login, no cookies needed. Input URLs, slugs, or public identifiers. Returns name, headline, experience, education, skills, email, and contact data. MCP/AI-agent optimized with consistent output schema.

Pricing

from $5.00 / 1,000 profile scrapeds

Rating

0.0

(0)

Developer

Khadin Akbar

Actor stats

Bookmarked

Total users

Monthly active users

a day ago

Last modified

Categories

Lead generation

Marketing

You can access the LinkedIn Profile Scraper & Email Finder 📧 ✅ No Login Required programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in Integrations settings in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = {
9    "profileUrls": [
10        "https://www.linkedin.com/in/williamhgates",
11        "https://www.linkedin.com/in/jeffweiner08",
12    ],
13    "publicIdentifiers": [
14        "williamhgates",
15        "jeffweiner08",
16    ],
17    "searchQuery": "CTO fintech startup London",
18}
19
20# Run the Actor and wait for it to finish
21run = client.actor("khadinakbar/linkedin-profile-email-scraper").call(run_input=run_input)
22
23# Fetch and print Actor results from the run's dataset (if there are any)
24print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
25for item in client.dataset(run["defaultDatasetId"]).iterate_items():
26    print(item)
27
28# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

LinkedIn Profile Scraper and Email Finder API in Python

The Apify API client for Python is the official library that allows you to use LinkedIn Profile Scraper & Email Finder 📧 ✅ No Login Required API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

LinkedIn Profile Scraper & Email Finder 📧 ✅ No Login Required API in JavaScript

LinkedIn Profile Scraper & Email Finder 📧 ✅ No Login Required API through CLI

LinkedIn Profile Scraper & Email Finder 📧 ✅ No Login Required OpenAPI definition

LinkedIn Profile Scraper & Email Finder 📧 ✅ No Login Required API

LinkedIn Profile Scraper + Email Finder (No Cookies)

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Scrape LinkedIn profiles and get verified work emails in one call. Full profile data — name, headline, experience, education, skills, company details, and more. Works with standard LinkedIn URLs and Sales Navigator links. No cookies, no login, no Chrome extension.

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Scrape LinkedIn profiles without login, cookies, or authentication. Extract public profile data including experience, education, skills, and more.

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LinkedIn Profile Extractor & Enricher (No Login Required)

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Bulk-extract rich LinkedIn profile data - experience, education, skills, certifications, and more - with optional email discovery and country filtering. No cookies, no login, no account risk. Lightning-fast concurrent scraping powered by Harvest API.

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🚀 LinkedIn Profile Scraper ⚡ No Login Required

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Extract comprehensive data from public LinkedIn user profiles including work experience, education, skills, connections, and activity. Bulk processing supported. No LinkedIn authentication needed - just provide profile URLs and get structured JSON data.

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Mass Linkedin Profile Scraper (No Cookies)

mpg_agents/linkedin-profile-scraper

Mass-scrape public LinkedIn profiles without login. Extracts name, headline, experience, education, skills, certifications, languages, recommendations, and recent posts.

MPG Agents