Pricing

$4.00 / 1,000 linkedin profiles

LinkedIn Profile Scraper - Bulk Public Data, No Login

Scrape public LinkedIn profiles in bulk - name, headline, location, experience, education, skills, connections & followers. No login or cookies. Bulk linkedin.com/in/ URLs to clean JSON. Works in Claude, ChatGPT & any MCP agent for B2B lead enrichment.

Pricing

$4.00 / 1,000 linkedin profiles

Rating

0.0

(0)

Developer

The Mine Works

Actor stats

Bookmarked

Total users

Monthly active users

9 hours ago

Last modified

LinkedIn Profile Scraper - Bulk Public Data, No Login API through CLI

The Apify CLI is the official tool that allows you to use LinkedIn Profile Scraper - Bulk Public Data, No Login locally, providing convenience functions and automatic retries on errors.

Install Apify CLI

Using installation script (macOS/Linux):

$curl -fsSL https://apify.com/install-cli.sh | bash

Using installation script (Windows):

$irm https://apify.com/install-cli.ps1 | iex

Using Homebrew:

$brew install apify-cli

Using npm:

$npm install -g apify-cli

Other API clients include:

LinkedIn Profile Scraper - Bulk Public Data, No Login API in Python

LinkedIn Profile Scraper - Bulk Public Data, No Login API in JavaScript

LinkedIn Profile Scraper - Bulk Public Data, No Login OpenAPI definition

LinkedIn Profile Scraper - Bulk Public Data, No Login API

🚀 LinkedIn Profile Scraper ⚡ No Login Required

vulnv/linkedin-profile-scraper

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.

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Linkedin Profile Scraper

crawlerbros/linkedin-profile-scraper

Scrape LinkedIn public profiles without login. Get name, headline, experience, education, followers, and recent articles.

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LinkedIn Profile Batch Scraper + Email ⚡ Bulk, No Login

vulnv/linkedin-profile-batch

Extract complete public LinkedIn profiles for up to 1,000 people in a single run — experience, education, certifications, skills, and location. Optionally find business emails. No login or cookies required.

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baseball/Social-Url-AP

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

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LinkedIn Profile Extractor & Enricher (No Login Required) ✅

unseenuser/LinkedIn-Profile

Extract complete LinkedIn profile data - experience, education, skills, certifications, location, headline. No login, no cookies. Built for B2B sales and lead-gen teams.

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Linkedin Profile Scraper + Mail (No Cookies)

leadsbrary/linkedin-profile-scraper

No cookies, no login, no browser required. Extract full LinkedIn profile data in seconds — experience, education, skills, contact info, connections & more. Paste URLs and get structured JSON instantly.

Alexandre Manguis

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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

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LinkedIn Profile Scraper + Email ✅ No Cookies

leadsman/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.

Leadsman

5.0

LinkedIn Profile Scraper

artificially/linkedin-profile-scraper

Scrape LinkedIn profiles without login, cookies, or authentication. Extract public profile data including experience, education, skills, and more.

Artificially

LinkedIn Profile Scraper — Bulk, No Cookies

afanasenko/linkedin-profile-api-scraper

Build and enrich LinkedIn lead lists without login or cookies — search for decision-makers by company & job title, or paste profile/company URLs in bulk. Get name, headline, experience, education, followers, company size, industry and 70+ fields per record.