You can access the LinkedIn 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 API & Integrations 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 = { "keywords": "python developer London" }
9
10# Run the Actor and wait for it to finish
11run = client.actor("mina_safwat/linkedin-search-scraper-no-cookies").call(run_input=run_input)
12
13# Fetch and print Actor results from the run's dataset (if there are any)
14print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
15for item in client.dataset(run.default_dataset_id).iterate_items():
16    print(item)
17
18# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

LinkedIn Search Scraper (no cookies) API in Python

The Apify API client for Python is the official library that allows you to use LinkedIn 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 Search Scraper (no cookies) API in JavaScript

LinkedIn Search Scraper (no cookies) API through CLI

LinkedIn Search Scraper (no cookies) OpenAPI definition

LinkedIn Search Scraper (no cookies) API

LinkedIn Search Companies Scraper (no cookies)

data_direct/linkedin-companies-scraper

Search LinkedIn companies by keyword

Data Direct

LinkedIn Jobs Scraper (no cookies)

mina_safwat/linkedin-jobs-scraper-no-cookies

Searches LinkedIn job listings and returns title, company, location, posting date, salary and full description — without a session cookie.

Mina

LinkedIn Search Jobs Scraper (no cookies)

data_direct/linkedin-jobs-scraper

Search LinkedIn job listings by keyword with filters

Data Direct

LinkedIn Posts Scraper

artificially/linkedin-posts-scraper

Search and scrape LinkedIn posts without login, cookies, or authentication. Find posts by keywords, profiles, companies, or hashtags.

Artificially

Linkedin Search Jobs Scraper (no cookie)

unlimitedleadtestinbox/linkedin-search-jobs-scraper-no-cookie

Scrape Linkedin search jobs with details information for each job listing

unli

Linkedin Post Search Scraper (No Cookies)

harvestapi/linkedin-post-search

Search LinkedIn Posts with advanced filters by target profiles or companies. No cookies or account required.

HarvestAPI

24K

4.9

LinkedIn Post Scraper (no cookies)

mina_safwat/linkedin-post-scraper-no-cookies

Scrapes the details of a single public LinkedIn post — text, author, reactions, comment count and top comments — without a session cookie.

Mina

LinkedIn Post Scraper ✅ Search by Keyword (No Cookies)

data_pool/linkedin-post-scraper

Crawl LinkedIn posts by keywords. No login or cookies required.

Data Pool

5.0

Linkedin Profile Scraper

data_link_miner/linkedin-profile-scraper

Extract LinkedIn profiles and company data using an authenticated session. This actor allows you to extract detailed LinkedIn profile and company information using a valid LinkedIn session cookie.