You can access the Scrape LinkedIn profiles 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 '{}' |
<apify call linkedin-hub/scrape-linkedin-profiles --silent --output-dataset

Scrape LinkedIn profiles API through CLI

The Apify CLI is the official tool that allows you to use Scrape LinkedIn profiles locally, providing convenience functions and automatic retries on errors.

Install the Apify CLI

$npm i -g apify-cli
$apify login

Other API clients include:

Scrape LinkedIn profiles API in Python

Scrape LinkedIn profiles API in JavaScript

Scrape LinkedIn profiles OpenAPI definition

Scrape LinkedIn profiles API

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

dev_fusion/Linkedin-Profile-Scraper

Scrape Linkedin profiles and get full information of the lead.

Dev Fusion

17K

4.0

🚀 LinkedIn Profile Scraper ⚡ No Login Required

vulnv/linkedin-profile-scraper

Extract comprehensive data from public LinkedIn 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.

VulnV

5.0

LinkedIn Profiles Bulk Scraper Premium

rockapi-group/linkedin-profiles-bulk-scraper-premium

RockAPI Group

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

2.0

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

160

LinkedIn Profile

lordflotrox/linkedin-profile

Get information about a LinkedIn profile given a LinkedIn URL. Useful for programmatically extracting data about profiles at scale without the need for a parser or manual labor.

Lord Flotrox

1.1K

Linkedin People Scraper

bhansalisoft/linkedin-people-scraper

Linkedin People Scraper - Extract LinkedIn user profiles including names, job titles, companies, and locations. Ideal for lead generation, recruitment, and market research. Automate LinkedIn people data easily.

bhansalisoft

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.

API Maestro

3.1K

3.7

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

203

1.0

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

2.3K

5.0