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

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    "minDelay": 2,
15    "maxDelay": 8,
16    "proxy": {
17        "useApifyProxy": True,
18        "apifyProxyCountry": "US",
19    },
20}
21
22# Run the Actor and wait for it to finish
23run = client.actor("curious_coder/linkedin-post-search-scraper").call(run_input=run_input)
24
25# Fetch and print Actor results from the run's dataset (if there are any)
26print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
27for item in client.dataset(run["defaultDatasetId"]).iterate_items():
28    print(item)
29
30# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Linkedin post scraper API in Python

The Apify API client for Python is the official library that allows you to use Linkedin post scraper 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 API in JavaScript

Linkedin post scraper API through CLI

Linkedin post scraper OpenAPI definition

Linkedin post 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

726

1.6

LinkedIn Posts Scraper

pratikdani/linkedin-posts-scraper

Scrape LinkedIn posts data from LinkedIn Post URLs.

Pratik Dani

410

5.0

Linkedin Post Scraper

bhansalisoft/linkedin-post-scraper

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

bhansalisoft

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

5.9K

3.9

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

202

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

2.3K

3.7

Linkedin post reactions scraper

curious_coder/linkedin-post-reactions-scraper

Scrape reactions or likes from linkedin post

Curious Coder

521

LinkedIn Post Scraper ✅ No cookies

practicaltools/Apify-linkedin-post-scraper

A robust Actor that extracts structured data from public LinkedIn posts, including author, text, images, videos, date and reactions.

Practical Tools

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

1.9K

3.8

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 ⚡