Pricing

from $0.0026 / result

🚀 LinkedIn Profile Scraper ⚡ No Login Required

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.

Pricing

from $0.0026 / result

Rating

2.1

(4)

Developer

VulnV

Actor stats

Bookmarked

1.1K

Total users

121

Monthly active users

2 days ago

Last modified

Categories

Lead generation

Social media

Jobs

You can access the 🚀 LinkedIn Profile Scraper ⚡ 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 API & Integrations 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 = { "urls": [
9        "https://www.linkedin.com/in/williamhgates/",
10        "https://www.linkedin.com/in/mark-cuban-06a0755b/",
11    ] }
12
13# Run the Actor and wait for it to finish
14run = client.actor("vulnv/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(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
18for item in client.dataset(run.default_dataset_id).iterate_items():
19    print(item)
20
21# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

🚀 LinkedIn Profile Scraper ⚡ No Login Required API in Python

The Apify API client for Python is the official library that allows you to use 🚀 LinkedIn Profile Scraper ⚡ 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 ⚡ No Login Required API in JavaScript

🚀 LinkedIn Profile Scraper ⚡ No Login Required API through CLI

🚀 LinkedIn Profile Scraper ⚡ No Login Required OpenAPI definition

🚀 LinkedIn Profile Scraper ⚡ No Login Required API

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

61K

4.5

Linkedin Network Scraper

data_link_miner/linkedin-network-scraper

Extract and monitor profiles from your personal LinkedIn network. Monitor new connections over time. It is designed for founders, sales professionals, recruiters, creators, and RevOps teams who want structured visibility into their growing network.

Data LinkMiner

5.0

Linkedin Shared Connections

data_link_miner/linkedin-shared-connections

Extract mutual connections from a profile from LinkedIn. The scraper allows you to retrieve shared / mutual connections between your LinkedIn account and another profile, along with key public profile information.

Data LinkMiner

4.0

Fresh Linkedin Profile Data

bestscrapers/fresh-linkedin-profile-data

The **Fresh LinkedIn Profile Data Scraper** is a powerful tool designed to extract detailed profile information from public LinkedIn URLs — without the need for cookies or login.

Linkedin Scrapers

741

1.3

LinkedIn People Profile Scraper

pratikdani/linkedin-people-profile-scraper

Retrieve LinkedIn profile URLs and extract comprehensive profile details. This includes basic information, employment history, skills, company information, biography, location, and more.

Pratik Dani

1.8K

3.0

Linkedin Mutual Connection Analyzer

dead00/linkedin-mutual-connection-analyzer

A LinkedIn Connection Analyzer that analyzes LinkedIn profiles and determines connection degrees between you and target profiles.

Dead

2.4

LinkedIn Scraper

codingfrontend/linkedin-scraper

General LinkedIn scraper that can search for jobs, companies, people, and posts. Supports multiple search modes with full data extraction, pagination, and filtering.

Coding Frontned

🚀 LinkedIn Posts Scraper ⚡ No Login Required

vulnv/linkedin-posts-scraper

Extract comprehensive data from public LinkedIn posts including content, author information, engagement metrics, and more. Bulk processing supported. No LinkedIn authentication needed - just provide post URLs and get structured JSON data.

VulnV

192

5.0

Company Employees Scraper for LinkedIn | No Cookies

apimaestro/linkedin-company-employees-scraper-no-cookies

Extract LinkedIn company employees without sharing your cookies or account. Get structured data including profile details, job titles, and current positions. No login required.

API Maestro

7.5K

2.9

Linkedin Company Employees

api-empire/linkedin-company-employees

The LinkedIn Company Employees Scraper extracts public employee data from LinkedIn company pages, including names, positions, locations, and profile links. Ideal for recruiters, analysts, and marketers to identify talent, map organizations, and support B2B lead generation efforts.