You can access the ✨Mass Linkedin Profile Scraper with Email 📧 (No Cookies) 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 = { "profileUrls": [
9        "https://www.linkedin.com/in/williamhgates",
10        "http://www.linkedin.com/in/jeannie-wyrick-b4760710a",
11    ] }
12
13# Run the Actor and wait for it to finish
14run = client.actor("dev_fusion/linkedin-profile-scraper").call(run_input=run_input)
15
16# Fetch and print Actor results from the run's dataset (if there are any)
17print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
18for item in client.dataset(run["defaultDatasetId"]).iterate_items():
19    print(item)
20
21# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

✨Mass Linkedin Profile Scraper with Email 📧 (No Cookies) API in Python

The Apify API client for Python is the official library that allows you to use ✨Mass Linkedin Profile Scraper with Email 📧 (No Cookies) API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

✨Mass Linkedin Profile Scraper with Email 📧 (No Cookies) API in JavaScript

✨Mass Linkedin Profile Scraper with Email 📧 (No Cookies) API through CLI

✨Mass Linkedin Profile Scraper with Email 📧 (No Cookies) OpenAPI definition

✨Mass Linkedin Profile Scraper with Email 📧 (No Cookies) API

Linkedin Profile Details Scraper + EMAIL (No Cookies Required)

apimaestro/linkedin-profile-detail

Scrape comprehensive LinkedIn profile data including work experience, education history, certifications, and location details. Get structured information from any public LinkedIn profile using their username.

API Maestro

7.5K

3.6

LinkedIn Profile Scraper + Email ✅ No Cookies

harvestapi/linkedin-profile-scraper

Extract detailed information from LinkedIn profiles in bulk, including complete work experience, education history, skills and more. No cookies or account required.

HarvestAPI

4.5

LinkedIn Profile Search Scraper No Cookies ✅ Find all people 📧

harvestapi/linkedin-profile-search

Search for LinkedIn profiles with filters and extract detailed profile information, including work experience, education history, location and more. No cookies or account required.

HarvestAPI

5.1K

4.9

Linkedin Profile Details Batch Scraper + EMAIL (No Cookies)

apimaestro/linkedin-profile-batch-scraper-no-cookies-required

(no cookies need) Extract In Bulk comprehensive LinkedIn profile data including work experience, education history, certifications, and location details. Get structured information from any public LinkedIn profile using their username.

API Maestro

4.9K

4.8

Bulk Linkedin Profile Scraper with Email 📧 (No Cookies)

unlimitedleadtestinbox/bulk-linkedin-profile-scraper-with-email-no-cookies

Bulk Linkedin Profile Scraper with Email 📧 (No Cookies)

unli

349

2.9

Linkedin Profile Scraper with Email 📧 (No Cookies)

unlimitedleadtestinbox/linkedin-profile-scraper-with-email-no-cookies

Linkedin Profile Scraper with Email 📧 (No Cookies)

unli

313

4.6

Linkedin Profile Full Sections Scraper + EMAIL |No Cookies

apimaestro/linkedin-profile-full-sections-scraper

Scrape complete LinkedIn profile data including work experience, education history, certifications, and location details. Get structured information from any public LinkedIn profile using their username.

API Maestro

1.4K

5.0

Linkedin Profile Search By Name scraper ✅ No Cookies

harvestapi/linkedin-profile-search-by-name

Search for LinkedIn profiles by name with filters and extract detailed profile information, including work experience, education history, location and more. No cookies or account required.

HarvestAPI

394

5.0

LinkedIn Profile Bulk Scraper+Email - No Cookies $3.5/$9 per 1k

marketlabs/linkedin-profile-scraper

Extract rich LinkedIn profile data—complete work history, education, skills, and more—without using cookies or a LinkedIn account. Designed for scale with high concurrency and quick turnarounds ⚡

Actorlab

5.0

Linkedin Profile Search By Services ✅ No Cookies

harvestapi/linkedin-profile-search-by-services

Search for LinkedIn profiles by keywords of services and extract detailed profile information, including work experience, education history, location and more. No cookies or account required.

HarvestAPI

5.0