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from $1.35 / 1,000 posts

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LinkedIn Profile Posts Scraper

Try for free

Posts from any LinkedIn person's public profile: text, exact publication time, reactions, comment counts, media and repost source. No login, no cookie. About a dozen recent posts per person, date and reaction filters so a repeat run only pays for what is new. Comment text optional.

Pricing

from $1.35 / 1,000 posts

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Stable

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Monthly active users

3 days ago

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Configure MCP server with LinkedIn Profile Posts Scraper: a person's posts, no cookies

The configuration above connects to the hosted Apify MCP server with the LinkedIn Profile Posts Scraper: a person's posts, no cookies Actor already loaded. It uses OAuth, so your client opens a browser window to sign you in to Apify on first use. No API token is needed. Clients without OAuth support can authenticate with an Authorization: Bearer header carrying an API token from API & Integrations in Apify Console.

Get a ready-to-use configuration for your MCP client with the LinkedIn Profile Posts Scraper: a person's posts, no cookies Actor preconfigured at https://mcp.apify.com/?tools=fetch-actor-details,lightmoon/linkedin-profile-posts-scraper.

You can connect to the Apify MCP Server using clients like Tester MCP Client, or any other MCP client of your choice.

If you want to learn more about our Apify MCP implementation, check out our MCP documentation. To learn more about the Model Context Protocol in general, refer to the official MCP documentation or read our blog post.

LinkedIn Profile Posts Scraper (No Cookies)

harvestapi/linkedin-profile-posts

Extract posts from LinkedIn profiles, including content, media, engagement, reactions, comments, and more. No cookies or account required.

HarvestAPI

36K

4.4

(55)

Linkedin Profile Posts Scraper (No Cookie)

datadoping/linkedin-profile-posts-scraper

For just $1.2 per 1,000 posts, scrape LinkedIn posts of a profile and extract full content, engagement stats, and author details using their profile URL. Note: If you're on free tier you can only scrape 4 profile and 100 posts per profile per run (12 profiles in total)

Data Doping

751

5.0

(2)

LinkedIn Profile Posts Scraper - Bulk [NO COOKIES] ✅

unseenuser/LinkedIn-Content

Scrape every post from a list of LinkedIn profiles in one bulk run. One flat row per post: text, hashtags, engagement, reaction breakdowns, media, and the original post behind every repost. Filter by exact dates. No login, no cookies. Built for competitor analysis, social listening and ABM.

Unseen User

281

5.0

(4)

LinkedIn Profile & Company Posts Scraper (Engagers & Comments)

scraping_solutions/linkedin-profile-company-posts-scraper-engagers-comments

Scrape LinkedIn posts from profiles and companies, and extract engagers, reposts, and comments. Supports post URLs, runs in parallel, and delivers clean structured data for lead generation, analytics, and automation.

Scraping Solutions

258

5.0

(1)

LinkedIn Profile Posts Scraper · No Cookies

data-slayer/linkedin-profile-posts-scraper

Scrape recent posts, quote posts, and reposts from public LinkedIn profiles with text, media, author details, and engagement—no login or cookies.

Data Slayer

320

LinkedIn Profile Posts Scraper

capable_cauldron/linkedin-profile-posts-scraper

Scrape LinkedIn profile posts with automatic pagination. No cookies needed. Get rich post data including engagement metrics, content categories, hashtags, mentioned companies/profiles, and computed fields not available in other actors.

Capable Cauldron

5.0

(1)

LinkedIn Profile Posts Scraper

khadinakbar/linkedin-profile-posts-scraper

Scrape a LinkedIn person's recent public posts by profile URL. Returns post text, post URL, posted date, reactions, comments, shares, media, repost flag, and author identity. Provider-backed, no login or cookies. Charged $0.005 per post. MCP/API-ready.

Khadin Akbar

Linkedin profile post scraper (NO COOKIE) 2$/1000 posts

unlimitedleadtestinbox/linkedin-profile-post-scraper-no-cookie-2-1000-posts

Scrape LinkedIn posts data for a given LinkedIn profile including post content, reactions, comments count, and media attachments

unli

115

LinkedIn Profile Posts Scraper

automation-lab/linkedin-profile-posts-scraper

Extract recent public LinkedIn profile posts and articles from known profiles or post URLs. No customer cookies required.

Automation Lab

Linkedin Profile Posts Scraper

api-ninja/linkedin-profile-posts-scraper

Scrape structured LinkedIn posts from one or more public profile URLs.

API ninja

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.