You can access the LinkedIn Posts Scraper 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

$echo '{
<  "url": "https://www.linkedin.com/posts/williamhgates_africa-decade-long-study-reveals-key-drivers-activity-7283949043293003776--eae"
<}' |
<apify call pratikdani/linkedin-posts-scraper --silent --output-dataset

LinkedIn Posts Scraper API through CLI

The Apify CLI is the official tool that allows you to use LinkedIn Posts Scraper locally, providing convenience functions and automatic retries on errors.

Install the Apify CLI

$npm i -g apify-cli
$apify login

Other API clients include:

LinkedIn Posts Scraper API in Python

LinkedIn Posts Scraper API in JavaScript

LinkedIn Posts Scraper OpenAPI definition

LinkedIn Posts Scraper API

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

691

1.0

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

6.4K

3.2

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

3.2K

4.7

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

104

5.0

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

supreme_coder/linkedin-post

Scrape unlimited Linkedin posts without risking your Linkedin account. Live data, Super fast scraping at affordable cost. High success rate

Supreme Coder

1.5K

3.5

Linkedin Post Scraper

logical_scrapers/linkedin-post-scraper

Extract rich, structured data from LinkedIn posts with our high-performance, AI-friendly scraping solution. Perfect for content analysis, social listening, and market research.

Goldmine

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

562

3.9

Linkedin Posts Scraper (users,companies,groups) ✅ No cookies ✅

scraping_solutions/linkedin-posts-scraper-users-groups-schools-no-cookies

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).

Scraping Solutions

4.0

Linkedin post reactions scraper

curious_coder/linkedin-post-reactions-scraper

Scrape reactions or likes from linkedin post

Curious Coder

486

LinkedIn Posts Scraper [NO COOKIE NEEDED]

reezuan/linkedin-posts-scraper

Extract posts from LinkedIn profiles, company pages, search results, and direct post URLs. Pagination is automatic - no need to track page numbers or pagination tokens manually. And no LinkedIn cookies required, so your own profile is 100% safe from restrictions.