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

517

5.0

Linkedin Profile Posts Scraper [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

7.8K

4.3

Linkedin post reactions scraper

curious_coder/linkedin-post-reactions-scraper

Scrape reactions or likes from linkedin post

Curious Coder

550

Linkedin Post Reactions Scraper

apimaestro/linkedin-post-reactions

Scrape all reactions data for a given post

API Maestro

593

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 Reactions Bulk 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. Concurrency + fast response times make mass scraping fast ⚡

HarvestAPI

272

5.0

LinkedIn Post Reshares/Reposts Scraper || No Cookies

apimaestro/linkedin-post-reshares

LinkedIn Post Reposts Scraper: Extract reposts for a given LinkedIn post including author data, stats, media attachments and more.

API Maestro

5.0

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

harvestapi/linkedin-post-comments

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

HarvestAPI

611

4.7