You can access the LinkedIn Post 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 '{
<  "liPostUrl": "https://www.linkedin.com/posts/example-user_example-topic-ugcPost-1234567890123456789-example/",
<  "profileId": "example-profile-id",
<  "li_at": "example_li_at",
<  "JSESSIONID": "ajax:example",
<  "bcookie": "example_bcookie",
<  "liap": "true",
<  "li_theme_set": "app",
<  "li_theme": "light",
<  "timezone": "Asia/Kolkata",
<  "bscookie": "example_bscookie",
<  "user-agent": "Mozilla/5.0 ...",
<  "timezoneOffset": "5.5",
<  "csrf-token": "example_csrf-token",
<  "User-Agent": "Mozilla/5.0 ...",
<  "x-li-track": "{\\"clientVersion\\":\\"1.13.455\\"}",
<  "x-li-lang": "en_US",
<  "X-Restli-Protocol-Version": "2.0.0",
<  "txSmSelfProfileUrl": "https://www.linkedin.com/in/example-self/",
<  "proxy": {
<    "ip": "http://proxy.example.com",
<    "port": "1080",
<    "username": "example_username",
<    "password": "example_password"
<  }
<}' |
<apify call automationagents/linkedin-post-scraper --silent --output-dataset

LinkedIn Post Scraper API through CLI

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

Install Apify CLI

Using installation script (macOS/Linux):

$curl -fsSL https://apify.com/install-cli.sh | bash

Using installation script (Windows):

$irm https://apify.com/install-cli.ps1 | iex

Using Homebrew:

$brew install apify-cli

Using npm:

$npm install -g apify-cli

Other API clients include:

LinkedIn Post Scraper API in Python

LinkedIn Post Scraper API in JavaScript

LinkedIn Post Scraper OpenAPI definition

LinkedIn Post Scraper API

LinkedIn Post Search Export

automationagents/linkedin-post-search-export

Export LinkedIn post search results from an authenticated session.

Alex Jordan

LinkedIn Post Comments Export

automationagents/linkedin-post-comments-export

Export commenters from a LinkedIn post using an authenticated session.

Alex Jordan

LinkedIn Post Likers Export

automationagents/linkedin-post-likers-export

Export likers from a LinkedIn post using an authenticated session.

Alex Jordan

Linkedin Post Likes Scraper

clothefobia/linkedin-post-likes-scraper

Linkedin Post Likes Scraper-extract Post Likes from any LinkedIn post with our LinkedIn Post Like Scraper. Fast, secure, and no coding required.

clothe fobia

linkedin post date extractor

unlimitedleadtestinbox/linkedin-post-date-extractor

Find the post date for any LinkedIn post

unli

Linkedin Post Creation Date

data_link_miner/linkedin-post-creation-date

Linkedin Post Creation Date Scraper. From a linkedin post url, get the post publication date from when the author created the post

Data LinkMiner

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

222

5.0

Linkedin Post Scraper

scrapapi/linkedin-post-scraper

Extract data from LinkedIn posts using this scraper. Collect post text, author details, post URLs, likes, comments, shares, and timestamps. Useful for content research, lead generation, brand monitoring, competitor analysis, and tracking engagement on LinkedIn posts.

ScrapAPI

LinkedIn Post Scraper - Extract Post Data by URL

thirdwatch/linkedin-post-scraper

Scrape a single LinkedIn post by URL. Extracts post text, author, timestamp, reactions, comment count, reposts, and media. No login or cookies needed.

Thirdwatch

Linkedin Post Like Scraper

bhansalisoft/linkedin-post-like-scraper

Linkedin Post Like Scraper- Easily extract likes detail from any LinkedIn post with our LinkedIn Post Like Scraper. Fast, secure, and no coding required.