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from $1.20 / 1,000 results

LinkedIn Profile Comments & Reactions Scraper No Cookies

Extract comments and reactions from LinkedIn profiles with structured, deduplicated data. Supports multiple users, date and filtering. Ideal for analytics, lead generation, and engagement tracking.

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from $1.20 / 1,000 results

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Configure MCP server with LinkedIn Comments & Reactions Scraper

Get a ready-to-use configuration for your MCP client with the LinkedIn Comments & Reactions Scraper Actor preconfigured at mcp.apify.com?tools=scraping_solutions/linkedin-profile-comments-reactions-scraper-no-cookies .

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 User Comments & Reactions Scraper [NO COOKIES] ✅

unseenuser/LinkedIn-user-comments-reactions

Extract public comments and reactions made by any LinkedIn profile. No login required. Get structured data with reaction counts, post content, media, and timestamps.

Unseen User

5.0

(1)

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

Linkedin profile post scraper (NO COOKIE)

unlimitedleadtestinbox/linkedin-profile-post-scraper-no-cookie

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

unli

Profile Posts Scraper for LinkedIn [No Cookies]

apimaestro/linkedin-profile-posts

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

API Maestro

16K

4.7

(58)

LinkedIn Profile Posts Scraper (No Cookies)⚡$2 per 1k

harvestapi/linkedin-profile-posts

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

HarvestAPI

6.9K

4.9

(19)

LinkedIn Post Comment & Reaction Extractor [NO COOKIES] ✅

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

Scrape LinkedIn post comments, replies, and reactions at scale. Collects comment text, author profiles, reaction types, reactor details, and timestamps with configurable limits - no LinkedIn login required.

Unseen User

5.0

(1)

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

2.7K

4.7

(13)

Linkedin Post Search Scraper (No Cookies)

harvestapi/linkedin-post-search

Search LinkedIn Posts with advanced filters by target profiles or companies. No cookies or account required.

HarvestAPI

6.9K

4.9

(16)

LinkedIn Post Reactions Scraper (No Cookies)⚡$2 per 1k

harvestapi/linkedin-post-reactions

Extract LinkedIn post social activities and reactions such as likes, appreciations, etc. No cookies or account required.

HarvestAPI

1.7K

5.0

(6)

LinkedIn Company Posts Scraper (No Cookies) ✅ $2 per 1k

harvestapi/linkedin-company-posts

Extract posts from LinkedIn companies including content, media, engagement, reactions, comments and more. No cookies or account required. Concurrency + fast response times make mass scraping fast ⚡

HarvestAPI

2.1K

5.0

(3)