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

$echo '{
<  "profileUrls": [
<    "https://www.linkedin.com/in/williamhgates",
<    "http://www.linkedin.com/in/jeannie-wyrick-b4760710a"
<  ]
<}' |
<apify call dev_fusion/linkedin-profile-scraper --silent --output-dataset

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

The Apify CLI is the official tool that allows you to use ✨Mass Linkedin Profile Scraper with Email 📧 (No Cookies) locally, providing convenience functions and automatic retries on errors.

Install the Apify CLI

$npm i -g apify-cli
$apify login

Other API clients include:

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

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

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

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

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.

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Linkedin Profile Details Scraper + EMAIL (No Cookies Required)

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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.

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Linkedin Profile Scraper No Cookies

logical_scrapers/linkedin-profile-scraper-no-cookies

LinkedIn Bulk Profile Scraper with No Cookies Required. scrapers all publicly available data from a given LinkedIn profile URL.

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LinkedIn Profile Bulk Scraper +Email ✅ No Cookies $4/$10 per 1k

harvestapi/linkedin-profile-scraper

Extract detailed information from LinkedIn profiles, including complete work experience, education history, skills and more. No cookies or account required. Concurrency + fast response times make mass scraping fast ⚡

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Mass Linkedin Profile Scrapper (no cookies) + ✉️ + ☎️

anchor/linkedin-profile-enrichment

Import your file and see contacts info being enriched : LinkedIn profiles, emails, phones... from your list of LinkedIn URL of people or company, get a fully functional list of leads, that you can qualify simply. Enrich your file with valuable data, including emails and phone numbers. No cookies.

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Linkedin Profile Details Batch Scraper (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.

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Linkedin Profile Scraper

logical_scrapers/linkedin-profile-scraper

🚀 Fastest linkedin profile scraper. Easily extract comprehensive LinkedIn profile data, including name, headline, industry, location, experience, education, skills, certifications, and more. Automates LinkedIn data collection for lead generation, recruiting, research, and competitive analysis.

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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.

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LinkedIn Profile Scraper

icypeas_official/linkedin-profile-scraper

LinkedIn Profile Scraper powered by Icypeas. Upload a list of LinkedIn profile URLs to find their information. Supports CSV, TSV, and semicolon-separated formats. Returns all the LinkedIn information about profiles.