You can access the Linkedin Comment 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    "postUrls": [
10        "https://www.linkedin.com/posts/retentionadam_koala-shut-down-and-unify-raised-40m-at-activity-7354228611756810240-qVxd",
11        "https://www.linkedin.com/posts/alex-vacca_all-in-on-prospecting-tools-ugcPost-7354111374249123840-Ip5i",
12    ],
13    "cookies": "[{\"name\":\"li_at\",\"value\":\"YOUR_LI_AT_VALUE\"},{\"name\":\"JSESSIONID\",\"value\":\"YOUR_JSESSIONID_VALUE\"},{\"name\":\"bcookie\",\"value\":\"YOUR_BCOOKIE_VALUE\"}]",
14    "proxyConfiguration": {
15        "useApifyProxy": False,
16        "apifyProxyGroups": ["RESIDENTIAL"],
17    },
18}
19
20# Run the Actor and wait for it to finish
21run = client.actor("capable_cauldron/linkedin-comment-scraper").call(run_input=run_input)
22
23# Fetch and print Actor results from the run's dataset (if there are any)
24print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
25for item in client.dataset(run["defaultDatasetId"]).iterate_items():
26    print(item)
27
28# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

LinkedIn Comment Scraper - Extract Comments from LinkedIn API in Python

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

Linkedin Comment Scraper API through CLI

Linkedin Comment Scraper OpenAPI definition

Linkedin Comment Scraper API

Linkedin comment scraper

curious_coder/linkedin-comment-scraper

Scrape comments from any linkedin post with following details: Comment text, Comment author details, Total Likes, Total replies, etc

Curious Coder

764

Linkedin Post Comments Scraper

bhansalisoft/linkedin-post-comments-scraper

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

bhansalisoft

Linkedin Post Comments,Replies,Engagements Scraper | No Cookies

apimaestro/linkedin-post-comments-replies-engagements-scraper-no-cookies

Scrape in Batch all LinkedIn post related data including comments, stats, , reactions, replies and media attachments

API Maestro

909

4.4

Linkedin Profile Comments [NO COOKIES]

apimaestro/linkedin-profile-comments

Linkedin User comments scraper: Extract comments LinkedIn profiles and users including post content, reactions, stats, media attachments and more.

API Maestro

323

5.0

LinkedIn Posts Scraper

pratikdani/linkedin-posts-scraper

Scrape LinkedIn posts data from LinkedIn Post URLs.

Pratik Dani

340

5.0

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

705

3.2

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

6.9K

3.8

Linkedin Posts Scraper (users,companies,groups) ✅ No cookies ✅

scraping_solutions/linkedin-posts-scraper-users-groups-schools-no-cookies

LinkedIn Timelines Posts Scraper Scrape LinkedIn timeline posts from users, groups, showcase pages, and schools quickly and efficiently. This actor extracts detailed post data, including content, timestamps, engagement metrics (likes, comments, shares), and media (images, videos, links).

Scraping Solutions

3.4

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

152

5.0

LinkedIn Post Comments Bulk Scraper (No Cookies)⚡$2 per 1k

harvestapi/linkedin-post-comments

Extract LinkedIn post comments, as well as comment social activities such as likes and reactions. No cookies or account required. Concurrency + fast response times make mass scraping fast ⚡