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

{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=curious_coder/linkedin-comment-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

Configure MCP server with Linkedin comment scraper

Get a ready-to-use configuration for your MCP client with the Linkedin comment scraper Actor preconfigured at mcp.apify.com?tools=curious_coder/linkedin-comment-scraper .

You can connect to the Apify MCP Server using clients like Tester MCP Client, or any other MCP client of your choice.

If you want to learn more about our Apify MCP implementation, check out our MCP documentation. To learn more about the Model Context Protocol in general, refer to the official MCP documentation or read our blog post.

Linkedin Comment Scraper

capable_cauldron/linkedin-comment-scraper

Scrape comments and replies from LinkedIn posts. Supports pagination, filtering, and comprehensive data extraction.

Capable Cauldron

3.5

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 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 ⚡

HarvestAPI

730

4.9

Linkedin Post Comments Scraper

bestscrapers/linkedin-post-comments-scraper

The **Linkedin Post's Comments Scraper** is a powerful tool designed to extract all comments from any LinkedIn profile post — without the need for cookies or login.

Linkedin Scrapers

103

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

1.7K

4.9

Linkedin Post Comments Scraper (No Cookie)

datadoping/linkedin-post-comments-scraper

For just $1.2 per 1,000 comments. Scrape all LinkedIn post related data including comments, stats, reactions, replies and media attachments Note: If you're on free tier you can only scrape 4 posts and 100 comments per post per run (12 posts in total)

Data Doping

5.0

Linkedin Post Likes Scraper

clothefobia/linkedin-post-likes-scraper

Linkedin Post Likes Scraper-extract Post Likes from any LinkedIn post with our LinkedIn Post Like Scraper. Fast, secure, and no coding required.

clothe fobia

Linkedin post reactions scraper

curious_coder/linkedin-post-reactions-scraper

Scrape reactions or likes from linkedin post

Curious Coder

563

Linkedin Post Like Scraper

bhansalisoft/linkedin-post-like-scraper

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

bhansalisoft