You can access the Linkedin Post Search Scraper (No 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    "searchQueries": ["b2b sales"],
10    "maxPosts": 20,
11    "scrapeReactions": False,
12    "maxReactions": 5,
13    "postNestedReactions": False,
14    "scrapeComments": False,
15    "postNestedComments": False,
16}
17
18# Run the Actor and wait for it to finish
19run = client.actor("harvestapi/linkedin-post-search").call(run_input=run_input)
20
21# Fetch and print Actor results from the run's dataset (if there are any)
22print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
23for item in client.dataset(run["defaultDatasetId"]).iterate_items():
24    print(item)
25
26# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Linkedin Post Search Scraper (No Cookies) API in Python

The Apify API client for Python is the official library that allows you to use Linkedin Post Search Scraper (No 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 Search Scraper (No Cookies) API in JavaScript

Linkedin Post Search Scraper (No Cookies) API through CLI

Linkedin Post Search Scraper (No Cookies) OpenAPI definition

Linkedin Post Search Scraper (No Cookies) API

LinkedIn Profile Posts Scraper (No Cookies)

harvestapi/linkedin-profile-posts

Extract posts from LinkedIn profiles, including content, media, engagement, reactions, comments, and more. No cookies or account required.

HarvestAPI

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4.9

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

10K

3.2

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

187

5.0

LinkedIn Post Reactions Scraper (No Cookies) ✅ (No Cookies)

harvestapi/linkedin-post-reactions

Extract reactions of LinkedIn posts or comments, such as likes, appreciations, etc. No cookies or account required.

HarvestAPI

5.0

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 All-in-One Scraper ✅ No cookies

scrapeforge/linkedin-all-in-one

Search LinkedIn posts by keywords, scrape profile posts, company posts, and get post details — all in one actor. Powered by real-time data, no cookies required.

ScrapeForge

1.0

LinkedIn Post Comments Scraper (No Cookies) ✅ (No Cookies)

harvestapi/linkedin-post-comments

Extract LinkedIn post comments or comment replies in bulk, as well as comment social activities such as the number of likes and reactions. No cookies or account required

HarvestAPI

4.3K

4.4

LinkedIn Post Search Scraper | Extract by Keyword

benjarapi/linkedin-post-search

Scrape LinkedIn posts directly from search results. Input a keyword or search URL to extract paginated post data and authors for easy analysis.

Benjar Scraping API

404

5.0

Posts Search Scraper for LinkedIn | 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.