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LinkedIn Post Reactions Scraper ✅ NO COOKIES

Try for free

Scrape LinkedIn post reactions to see who reacted: name, headline, profile URL, reaction type (like, celebrate, support, love, insightful, funny), and timestamp. No LinkedIn account or cookies needed. Auto-paginates the full reactions list and handles up to 1,000 posts per run.

Pricing

from $4.00 / 1,000 results

Rating

4.7

(4)

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Atomus APIs

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Bookmarked

129

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Monthly active users

9 days ago

Last modified

Configure MCP server with LinkedIn Post Reactions Scraper - No Cookies

Get a ready-to-use configuration for your MCP client with the LinkedIn Post Reactions Scraper - No Cookies Actor preconfigured at mcp.apify.com?tools=atomus/linkedin-reactions-scraper-pro .

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 Posts Scraper ✅ NO COOKIES

atomus/linkedin-posts-scraper-pro

Scrape every post from any LinkedIn profile or company page: post text, media, reactions, comments, shares, reposts, author details, and mentions. No LinkedIn account or cookies needed. Auto-pagination handles full feeds, with batch scraping across many profiles in one run.

Atomus APIs

383

5.0

Linkedin Post Scraper

scraper-engine/linkedin-post-scraper

💼 LinkedIn Post Scraper extracts public LinkedIn posts from profile or company profile with text, media, reactions, comments & author info. 🚀 Ideal for market research, content analysis & lead generation. Export data in JSON, CSV, or Excel.

Scraper Engine

552

5.0

LinkedIn Post Comments Scraper ✅ NO COOKIES

atomus/linkedin-comments-scraper-pro

Extract every comment and reply from any LinkedIn post: comment text, author name, headline, profile URL, reaction breakdown, and timestamps. Opt into nested replies, batch up to 1,000 posts per run, and pay only for the comments extracted. No LinkedIn account or cookies needed.

Atomus APIs

5.0

LinkedIn Post Reactions Scraper (No Cookies) ✅ (No Cookies)

harvestapi/linkedin-post-reactions

Extract reactions of LinkedIn posts or comments, such as likes, appreciations, etc. No cookies or account required.

HarvestAPI

3.7K

5.0

LinkedIn Post Scraper - Text, Reactions, Comments

gio21/linkedin-post-scraper

Scrape public LinkedIn posts by URL or profile: full text, reactions, comment count, top comments, author and follower count. No login or cookie required.

Gio

Mass Profile Posts Scraper for LinkedIn | No Cookies

apimaestro/linkedin-batch-profile-posts-scraper

Scrape in Batch LinkedIn posts from LinkedIn profiles including post content, reactions, comments count, and media attachments

API Maestro

3.3K

4.7

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

594

5.0

LinkedIn Posts Scraper

parseforge/linkedin-posts-scraper

Scrape LinkedIn posts from any public profile or company page. Get post text, headlines, author details, engagement metrics, images, videos, and top comments with dates. Supports batch processing of multiple profiles. No login required. Export to JSON, CSV, or integrate with any app.

ParseForge

Linkedin Post Reactions Scraper (No Cookie)

datadoping/linkedin-post-reactions-scraper-no-cookie

For $1.2 per 1000 reactions. Scraper Likes, Praise, Empathy, Appreciation and Interest of any Linkedin Post using URL or URN. Note: Freemium users are limited to scrape only 4 posts and 100 reactions per run (12 posts in total)

Data Doping

342

5.0

LinkedIn Post Comment & Reaction Extractor [NO COOKIES] ✅

unseenuser/linkedin-post-comment-reaction-extractor-no-cookies

Extract every commenter and reactor on any public LinkedIn post - profiles, comment text, reaction types, timestamps. The highest-signal lead source on LinkedIn: engaged commenters are 5–10x warmer than cold search results. No login, no cookies. Built for B2B sales teams.