LinkedIn Profile Scraper

LinkedIn Profile Scraper — No Cookies

lergassy/linkedin-profile-scraper

[$3/1K profiles] LinkedIn profiles without login or cookies: name, headline, current title and company, location, about, followers, connections, full experience with dates, education, website, latest posts. Missing and private profiles are free. No account at risk.

LinkedIn Profile Scraper

calm_builder/linkedin-profile-scraper

Scrape public LinkedIn profiles by URL or username, no login or cookies. Get full work history with job titles, education, complete skills, certifications, languages, projects and honors as JSON, plus optional recent posts with comments. Only retrieved profiles are charged.

🎓 LinkedIn Profile Scraper: Education History ✅ No Cookies

sourabhbgp/linkedin-profile-scraper

Scrape public LinkedIn profiles without login or cookies. Get name, location, employer, full education history with dates, followers, recent posts and articles, plus 20+ similar profiles per person.

Profile Details Batch Scraper for LinkedIn + 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.

LinkedIn Profile, Company, Posts & Jobs Scraper (No Cookies)

data_forge_org/linkedin-scraper

LinkedIn scraper for public profiles, company pages, posts, comments and jobs, in bulk from URLs or a jobs search. Get work experience, education, skills, company size, industry, post reactions, job descriptions and salaries. No cookies or account required. Export to CSV, Excel, JSON or use the API.

LinkedIn Profile API | Scrape Public Profile Data

johnvc/linkedin-profile-api

Collect public LinkedIn person profiles as clean, structured JSON. Send one or many profile URLs and get name, headline, location, current company, experience, education, and follower counts. Reliable, pay per profile, MCP-ready for Claude and AI agents.

Mass LinkedIn Profile Scraper | Bulk URLs

oday/mawsool-mass-linkedin-profile-scraper

Mass LinkedIn profile scraper for large URL files. Returns the full profile from each URL you already have: role, about, location, education, experience, and activity. Concurrent, resumable, up to 1,000,000 URLs. Starting from $0.80 per 1,000. No LinkedIn login and no cookies.

LinkedIn Profile Scraper ✅ NO COOKIES

atomus/linkedin-profile-scraper

Scrape LinkedIn profiles into structured records: name, title, headline, summary, company, location, skills, education, and work history. Submit up to 5,000 URLs per run, each returns one record. Pay only for profiles found; not-found and errors are free. No account or cookies needed.

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.

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.