Pricing

from $10.00 / 1,000 comment scrapeds

LinkedIn Comments Scraper - [✅ No Cookies]

Extract public LinkedIn post comments and replies with structured author, text, reaction, reply, provider, and run summary fields. No LinkedIn cookies required. MCP/API-ready.

Pricing

from $10.00 / 1,000 comment scrapeds

Rating

0.0

(0)

Developer

Khadin Akbar

Actor stats

Bookmarked

Total users

Monthly active users

4 days ago

Last modified

Categories

Social media

Lead generation

Automation

You can access the LinkedIn Comments 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 = { "startUrls": [{ "url": "https://www.linkedin.com/feed/update/urn:li:activity:7312345678901234567/" }] }
9
10# Run the Actor and wait for it to finish
11run = client.actor("khadinakbar/linkedin-comments-scraper").call(run_input=run_input)
12
13# Fetch and print Actor results from the run's dataset (if there are any)
14print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
15for item in client.dataset(run["defaultDatasetId"]).iterate_items():
16    print(item)
17
18# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

LinkedIn Comments Scraper - [ No Cookies] API in Python

The Apify API client for Python is the official library that allows you to use LinkedIn Comments 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 Comments Scraper - [✅ No Cookies] API in JavaScript

LinkedIn Comments Scraper - [✅ No Cookies] API through CLI

LinkedIn Comments Scraper - [✅ No Cookies] OpenAPI definition

LinkedIn Comments Scraper - [✅ No Cookies] API

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