You can access the LinkedIN Scrapper Actor 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 '{
<  "cookies": [
<    {
<      "name": "li_at",
<      "value": "AQEDATBF1fcFFWD-AAABl0EnCcsAAAGXZTONy1YAvG6K6g1h7OFSD6AxUs5LKID3G40ZzP9vr_ziWH4sAmKlKRmnsr8EUg6e7luwOD13h9iZKs2nDU2iI6ozQP1I_P_60--6RI-wv-sWuKJuE3RsYiEW",
<      "domain": ".linkedin.com",
<      "path": "/",
<      "httpOnly": true,
<      "secure": true,
<      "sameSite": "None"
<    },
<    {
<      "name": "JSESSIONID",
<      "value": "ajax:7961322262816580745",
<      "domain": ".www.linkedin.com",
<      "path": "/",
<      "httpOnly": true,
<      "secure": true,
<      "sameSite": "None"
<    }
<  ]
<}' |
<apify call ayanxsarkar/linkedin-scrapper-actor --silent --output-dataset

LinkedIN Scrapper Actor API through CLI

The Apify CLI is the official tool that allows you to use LinkedIN Scrapper Actor locally, providing convenience functions and automatic retries on errors.

Install the Apify CLI

$npm i -g apify-cli
$apify login

Other API clients include:

LinkedIN Scrapper Actor API in Python

LinkedIN Scrapper Actor API in JavaScript

LinkedIN Scrapper Actor OpenAPI definition

LinkedIN Scrapper Actor API

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.

Goldmine

209

1.0

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.

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3.8

Linkedin Scraper

nurturing_yautia/linkedin-scraper

Scrape user Data

Ankit Patil

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

467

5.0

Linkedin Profile Scraper ✅ No cookie ✅ $3 per 1k profiles

supreme_coder/linkedin-profile-scraper

Scrape unlimited Linkedin profiles and search URLs without risking your Linkedin account. Live data, Super fast scraping at affordable cost. High success rate.

Supreme Coder

1.5K

1.5

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.

Icypeas Official

163

Mass LinkedIn Profile Scrapper (no cookies 🍪) for 👤 & 🏛️

anchor/linkedin-profile-enrichment

Import your file and see your contacts being enriched with LinkedIn data, simply from your list of LinkedIn URL of people or company. Get a fully functional list of leads, that you can qualify for cheap. Enrich your file with valuable LinkedIn data with n8n or make. No cookies required.

Anchor

2.6K

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Linkedin profile scraper

curious_coder/linkedin-profile-scraper

Scrape linkedin profile urls and get complete profile details including basic info, position history, skills, company details, bio, location, etc (⚠️ Warning: Viewing/scraping more than 300-400 profiles per day will result in Linkedin account warning)

Curious Coder

4.4K

2.6

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.

Goldmine

306

1.7