You can access the Linkedin Post Scraper Without 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

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = {
9    "linkedin_url": "https://www.linkedin.com/in/williamhgates/",
10    "pagination_token": "dXJuOmxpOmFjdGl2aXR5OjcyOTE1MjI3MzU2MDI1NzMzMTItMTczODQzNDQ5MDA4OA==",
11    "start": 0,
12}
13
14# Run the Actor and wait for it to finish
15run = client.actor("freshdata/linkedin-post-scraper").call(run_input=run_input)
16
17# Fetch and print Actor results from the run's dataset (if there are any)
18print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
19for item in client.dataset(run["defaultDatasetId"]).iterate_items():
20    print(item)
21
22# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Linkedin Post Scraper Without Cookies API in Python

The Apify API client for Python is the official library that allows you to use Linkedin Post Scraper Without Cookies API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Linkedin Post Scraper Without Cookies API in JavaScript

Linkedin Post Scraper Without Cookies API through CLI

Linkedin Post Scraper Without Cookies OpenAPI definition

Linkedin Post Scraper Without Cookies API

Linkedin post scraper

curious_coder/linkedin-post-search-scraper

Scrape linkedin posts or updates from linkedin post search results. Supports advanced linkedin search filters. Extract posts from any linkedin member

Curious Coder

9.9K

3.2

Linkedin Company Post Scraper

freshdata/linkedin-company-post-scraper

Extract posts from any linkedin company. No cookies required.

FreshData

247

5.0

LinkedIn Posts Scraper

pratikdani/linkedin-posts-scraper

Scrape LinkedIn posts data from LinkedIn Post URLs.

Pratik Dani

846

Linkedin Post Search Scraper ✅ No cookies

aniruddh_from_clay.wtf/linkedin-post-search-scraper-no-cookies

Scrape LinkedIn Posts Data without risking your LinkedIn account

Aniruddh from clay.wtf

141

5.0

Linkedin Post Scraper

bestscrapers/linkedin-post-scraper

The **Linkedin Post Scraper** is a powerful tool designed to extract detailed post data from public LinkedIn profiles — without the need for cookies or login.

Linkedin Scrapers

212

5.0

Linkedin Post Comments Scraper

freshdata/linkedin-post-comments-scraper

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

FreshData

245

Linkedin Company Post Scraper

bestscrapers/linkedin-company-post-scraper

The **Linkedin Company Post Scraper** is a powerful tool designed to extract detailed post data from public LinkedIn companies — without the need for cookies or login.

Linkedin Scrapers

198

Linkedin Post Scraper

oza-dev/linkedin-post-scraper

Scrape LinkedIn posts and updates from search results using advanced LinkedIn filters. Extract posts from any LinkedIn profile, page, or keyword search automatically.

Oza Dev

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

199

Linkedin Posts Scraper - No Cookies 🍪

data_link_miner/linkedin-posts-scraper---no-cookies

Scrape public LinkedIn posts without login or session cookies. Extract rich data from public LinkedIn posts without requiring any authentication. It works by parsing publicly accessible post metadata, making it ideal for content analysis, monitoring, and media extraction.