You can access the Linkedin Post Comments,Replies,Engagements Scraper | No Cookies programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in Integrations settings in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1import { ApifyClient } from 'apify-client';
2
3// Initialize the ApifyClient with your Apify API token
4// Replace the '<YOUR_API_TOKEN>' with your token
5const client = new ApifyClient({
6    token: '<YOUR_API_TOKEN>',
7});
8
9// Prepare Actor input
10const input = {
11    "postIds": [
12        "7289521182721093633",
13        "https://www.linkedin.com/posts/satyanadella_big-day-for-microsoft-365-copilot-im-really-activity-7320867199693246465-BAA0/"
14    ]
15};
16
17// Run the Actor and wait for it to finish
18const run = await client.actor("apimaestro/linkedin-post-comments-replies-engagements-scraper-no-cookies").call(input);
19
20// Fetch and print Actor results from the run's dataset (if any)
21console.log('Results from dataset');
22console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
23const { items } = await client.dataset(run.defaultDatasetId).listItems();
24items.forEach((item) => {
25    console.dir(item);
26});
27
28// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

LinkedIn Post Comments & Reactions Scraper – No Login Needed API in JavaScript

The Apify API client for JavaScript is the official library that allows you to use Linkedin Post Comments,Replies,Engagements Scraper | No Cookies API in JavaScript or TypeScript, providing convenience functions and automatic retries on errors.

Install the apify-client

$npm install apify-client

Other API clients include:

Linkedin Post Comments,Replies,Engagements Scraper | No Cookies API in Python

Linkedin Post Comments,Replies,Engagements Scraper | No Cookies API through CLI

Linkedin Post Comments,Replies,Engagements Scraper | No Cookies OpenAPI definition

Linkedin Post Comments,Replies,Engagements Scraper | No Cookies API

Linkedin Profile Comments [NO COOKIES]

apimaestro/linkedin-profile-comments

Linkedin User comments scraper: Extract comments LinkedIn profiles and users including post content, reactions, stats, media attachments and more.

API Maestro

760

5.0

Linkedin Post Comments Scraper (No Cookie)

datadoping/linkedin-post-comments-scraper

For just $1.2 per 1,000 comments. Scrape all LinkedIn post related data including comments, stats, reactions, replies and media attachments Note: If you're on free tier you can only scrape 4 posts and 100 comments per post per run (12 posts in total)

Data Doping

5.0

Linkedin Post Comments Scraper

bhansalisoft/linkedin-post-comments-scraper

Linkedin Post Comments Scraper - Easily extract comments from any LinkedIn post with our LinkedIn Post Comments Scraper. Fast, secure, and no coding required.

bhansalisoft

Linkedin Post Comments Scraper

bestscrapers/linkedin-post-comments-scraper

The **Linkedin Post's Comments Scraper** is a powerful tool designed to extract all comments from any LinkedIn profile post — without the need for cookies or login.

Linkedin Scrapers

165

Linkedin Post Reactions Scraper

apimaestro/linkedin-post-reactions

Scrape all reactions data for a given post

API Maestro

5.0

Linkedin post reactions scraper

curious_coder/linkedin-post-reactions-scraper

Scrape reactions or likes from linkedin post

Curious Coder

591

Linkedin Post Comments Scraper

freshdata/linkedin-post-comments-scraper

Extract comments from any Linkedin profile post. No cookies required.

FreshData

105

LinkedIn Post & Comments Scraper ✅ No cookies

practicaltools/Apify-linkedin-post-scraper

A robust Actor that extracts structured data from public LinkedIn posts, including author, text, images, videos, date and reactions.

Practical Tools

4.0

Linkedin Profile Reactions [NO COOKIES]

apimaestro/linkedin-profile-reactions

Linkedin User Reactions Scraper: Extract reactions for LinkedIn profiles and users including post content, reactions, stats, article, media attachments and more.

API Maestro

634

5.0

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

harvestapi/linkedin-post-comments

Extract LinkedIn post comments in bulk, as well as comment social activities such as likes and reactions. No cookies or account required. Concurrency + fast response times make mass scraping fast ⚡