Linkedin Profile Scraper ✅ No cookie

LinkedIn Scraper at Scale Without Cookie

freshdata/fresh-linkedin-profile-data

Get real-time LinkedIn profile data, including experience, education, current company and more.

LinkedIn Profile Posts Scraper (No Cookies) ✅ Bulk

crustapi/linkedin-profile-posts-scraper

Extract posts from any public LinkedIn profile in bulk: post text, likes, comments, reactions, dates and links. Export LinkedIn data as JSON or CSV. No login, no cookies, no LinkedIn account required.

LinkedIn Profile Search Scraper

khadinakbar/linkedin-profile-search-scraper

Search public LinkedIn profiles by keyword, job title, location, company, and school. Cookieless, MCP-ready.

Linkedin Post Search Scraper ✅ No cookies

aniruddh_from_clay.wtf/linkedin-post-search-scraper-no-cookies

Scrape LinkedIn Posts Data without risking your LinkedIn account

LinkedIn Profile Scraper · Fresh · No Cookies

data-slayer/linkedin-profile-scraper

Scrape fresh LinkedIn profile data in bulk from profile URLs. Export structured JSON, CSV, or Excel with experience, education, skills, job, company, and location fields. No LinkedIn login or cookies. $4 per 1,000 profiles.

LinkedIn Profile Scraper — Experience & Skills ✅ No Cookies

neuralverge/neuralverge-linkedin-person

Extract LinkedIn profile data — experience, education, skills, connections, followers and posts — from a URL or username. You pay per completed lookup — matched or not; failed runs are never charged. No cookies or account required.

LinkedIn Profile Finder by Name & Company (No Cookies)

neuralverge/neuralverge-linkedin-by-domain

Find a LinkedIn profile from a full name + company or domain — no profile URL needed. You pay per completed lookup — matched or not. No cookies or account required.

LinkedIn Profile Scraper

automation-lab/linkedin-profile-scraper

Extract LinkedIn profile data at scale — name, headline, location, about, work experience, education, follower count, and profile image. No login required. Pure HTTP with residential proxy.

Scrape recent posts, reposts, and activity from any LinkedIn profile. Returns full post text, engagement metrics, reaction breakdowns, media attachments, and author info. Paginated. No cookies or login required. Clean JSON output.

LinkedIn People Search Scraper

crawlerbros/linkedin-people-search-scraper

Search LinkedIn for people by name, title, or keyword. Filter by location, company, school, or connection degree. Returns profile URLs, headlines, and contact details.