Pricing

$4.00 / 1,000 linkedin profiles

LinkedIn Profile Scraper: Name, Role, Skills, No Cookies

Scrape public LinkedIn profiles in bulk with no login. Name, headline, experience, education, skills, connections, followers. $40 per 1,000. MCP-ready.

Pricing

$4.00 / 1,000 linkedin profiles

Rating

0.0

(0)

Developer

The Mine Works

Actor stats

Bookmarked

Total users

Monthly active users

2 hours ago

Last modified

Categories

Lead generation

Social media

MCP servers

You can access the LinkedIn Profile Scraper: Name, Role, Skills, 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

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 = {
9    "profileUrls": ["https://www.linkedin.com/in/satyanadella"],
10    "maxResults": 1,
11    "proxy": { "useApifyProxy": True },
12}
13
14# Run the Actor and wait for it to finish
15run = client.actor("themineworks/linkedin-profile-scraper").call(run_input=run_input)
16
17# Fetch and print Actor results from the run's dataset (if there are any)
18print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
19for item in client.dataset(run["defaultDatasetId"]).iterate_items():
20    print(item)
21
22# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

LinkedIn Profile Scraper: Bulk Public Data · $40/1k API in Python

The Apify API client for Python is the official library that allows you to use LinkedIn Profile Scraper: Name, Role, Skills, No Cookies 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: Name, Role, Skills, No Cookies API in JavaScript

LinkedIn Profile Scraper: Name, Role, Skills, No Cookies API through CLI

LinkedIn Profile Scraper: Name, Role, Skills, No Cookies OpenAPI definition

LinkedIn Profile Scraper: Name, Role, Skills, No Cookies API

LinkedIn Profile Scraper

calm_builder/linkedin-profile-scraper

Extract structured data from public LinkedIn profiles using URLs or usernames — no LinkedIn login required. Export names, headlines, locations, experience, education, skills, posts, articles, and recommendations as clean JSON. Only successfully retrieved profiles are saved to your dataset.

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LinkedIn Profile Scraper - No Login, No Cookies

logiover/linkedin-profile-scraper

No-login LinkedIn profile scraper & API alternative. Export public people data to CSV/JSON - bulk profile data extraction, no cookies.

Logiover

LinkedIn Profile Scraper

alwaysprimedev/linkedin-profile-scraper

Apify actor in Go for scraping public LinkedIn profile data, enriching company details, and attempting contact discovery.

Always Prime

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LinkedIn Profile Scraper – No Login, Public Data

scrapepilot/linkedin-profile-scraper---no-login-public-data

Extract public LinkedIn profile data without login. Name, headline, company, location, about, skills. Auth wall detection + Google Knowledge Panel fallback. Residential proxy required. Bulk usernames or full names supported. JSON/CSV.

Scrape Pilot

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

55K

4.4

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

466

4.0

Linkedin Profile Scraper

parseforge/linkedin-profile-scraper

Collect detailed LinkedIn profile data by URL in one place. Get clear records with full name, work experience, education, skills, certifications, languages, volunteer work, publications, projects, connections count, and profile images to support recruiters, sales teams and market research workflows.

ParseForge

125

LinkedIn Profile Scraper — No Cookies, No Key | $3.9/1K

bovi/linkedin-profile-scraper

Scrape public LinkedIn profiles with no login, no cookies, no API key. Returns name, headline, current company, location, education, photo, followers + a parse_confidence score per record. Drop-in for Clay / Make / n8n enrichment and recruiter sourcing. Pay per profile.

Vitalii Bondarev

LinkedIn Person Profile

truefetch/linkedin-person-profile

Export any LinkedIn Person profile — current role, company, city, education, skills, certifications, and 15 fields. Feed CRM or recruiting pipelines. $100 per 1,000.

TrueFetch

5.0

LinkedIn Sales Navigator Scraper

silentflow/linkedin-sales-navigator-scraper

Scrape LinkedIn Sales Navigator leads and accounts with 30+ filters: job titles, seniority, location, industry, company size, and spotlight signals. Enrich profiles with skills, education, work history, and email. Supports search URLs, saved lists, and direct profile enrichment. Export to JSON/CSV.