You can access the LinkedIn Post 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
12// Run the Actor and wait for it to finish
13const run = await client.actor("practicaltools/apify-linkedin-post-scraper").call(input);
14
15// Fetch and print Actor results from the run's dataset (if any)
16console.log('Results from dataset');
17console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
18const { items } = await client.dataset(run.defaultDatasetId).listItems();
19items.forEach((item) => {
20    console.dir(item);
21});
22
23// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

LinkedIn Post Scraper ✅ No cookies API in JavaScript

The Apify API client for JavaScript is the official library that allows you to use LinkedIn Post 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 Scraper ✅ No cookies API in Python

LinkedIn Post Scraper ✅ No cookies API through CLI

LinkedIn Post Scraper ✅ No cookies OpenAPI definition

LinkedIn Post Scraper ✅ No cookies API

Linkedin Post Scraper ✅ No cookies ✅ $2 per 1k posts

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

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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 ⚡

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LinkedIn Timelines Posts Scraper Scrape LinkedIn timeline posts from users, groups, showcase pages, and schools quickly and efficiently. This actor extracts detailed post data, including content, timestamps, engagement metrics (likes, comments, shares), and media (images, videos, links).

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Linkedin Post Comments Scraper

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Linkedin People Scraper - Scrape LinkedIn posts with full details including text and user engagement data. Fast, secure, and easy to use LinkedIn Post Scraper.

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LinkedIn Profile Search Scraper No Cookies ✅ Find all people 📧

harvestapi/linkedin-profile-search

Search for LinkedIn profiles with filters and extract detailed profile information, including work experience, education history, location and more. No cookies or account required.

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Linkedin Posts Engagers (Likers and Commenters) ✅ No cookies ✅

scraping_solutions/linkedin-posts-engagers-likers-and-commenters-no-cookies

Extract Likers and Commenters from LinkedIn Posts – 100% Public Data, No Login or Cookies! Boost your LinkedIn engagement analysis with this powerful tool that scrapes likers and commenters from public LinkedIn posts without using cookies. Perfect for marketers, recruiters, analysts.

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