You can access the Linkedin Post Scraper ✅ No cookies ✅ $2 per 1k posts 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    "urls": [
10        "https://www.linkedin.com/posts/linkedin_no-is-a-complete-sentence-activity-7247998907798978560-J_hB?utm_source=share&utm_medium=member_desktop",
11        "https://www.linkedin.com/company/amazon",
12        "https://www.linkedin.com/search/results/content/?datePosted=%22past-24h%22&keywords=ai&origin=FACETED_SEARCH",
13    ],
14    "limitPerSource": 10,
15}
16
17# Run the Actor and wait for it to finish
18run = client.actor("supreme_coder/linkedin-post").call(run_input=run_input)
19
20# Fetch and print Actor results from the run's dataset (if there are any)
21print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
22for item in client.dataset(run["defaultDatasetId"]).iterate_items():
23    print(item)
24
25# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

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

The Apify API client for Python is the official library that allows you to use Linkedin Post Scraper ✅ No cookies ✅ $2 per 1k posts 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 ✅ No cookies ✅ $2 per 1k posts API in JavaScript

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

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

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

Linkedin Post Search Scraper (No Cookies) ⚡ $2 per 1k posts

harvestapi/linkedin-post-search

Search LinkedIn Posts with advanced filters by target profiles or companies. No cookies or account required. Concurrency + fast response times make mass scraping fast ⚡

HarvestAPI

843

5.0

Linkedin Posts Informations Scraper

saswave/linkedin-posts-informations-parser

Scrape linkedin posts from linkedin post search results, url post or linkedin member. Supports advanced linkedin search filters. Extract posts data at scale.

SASWAVE

716

1.4

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

7.1K

3.8

LinkedIn Posts Scraper

pratikdani/linkedin-posts-scraper

Scrape LinkedIn posts data from LinkedIn Post URLs.

Pratik Dani

384

5.0

LinkedIn Profile Posts Bulk 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. Concurrency + fast response times make mass scraping fast ⚡

HarvestAPI

963

3.7

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

5.2K

4.1

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

Linkedin Posts Search Scraper | No Cookies

apimaestro/linkedin-posts-search-scraper-no-cookies

Scrape LinkedIn posts by keyword without login. Get post content, reactions, author details, and media. Sort by relevance or date. Perfect for research, analysis, and monitoring trends.

API Maestro

1.6K

3.8

Linkedin Post Data Scraper | No Cookies

apimaestro/linkedin-post-detail

Linkedin Posts Data Scraper: Extract detailed information from LinkedIn profiles including work experience, education history, and location details.

API Maestro

179

5.0

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

109

5.0