You can access the Linkedin post reactions 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-post-reactions-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

Configure MCP server with Linkedin post reactions scraper

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

apimaestro/linkedin-post-reactions

Scrape all reactions data for a given post

API Maestro

550

5.0

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

harvestapi/linkedin-post-reactions

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

HarvestAPI

250

5.0

LinkedIn Post Reactions Export (No Cookies)

theboomerang/linkedin-post-reactions-export

Extract the users who have reacted on a LinkedIn post, along with their reactions (NO COOKIES required)

Boomerang

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

Linkedin Posts Reactions Scraper

saswave/linkedin-posts-interactions-parser

Extract people who comments, mentions and likes from linkedin post or article. Allows you to extract all interactions / reactions from a url. Input can be a /posts url or article url. Also provide a /company or /in url and it will parse multiple posts from the source (organic and promoted LinkedIn)

SASWAVE

337

5.0

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

1.4K

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

7.8K

4.3

LinkedIn Posts Scraper

pratikdani/linkedin-posts-scraper

Scrape LinkedIn posts data from LinkedIn Post URLs.

Pratik Dani

480

5.0

Linkedin Profile Posts Scraper [NO COOKIES]

apimaestro/linkedin-profile-posts

Scrape LinkedIn posts data for a given LinkedIn profile including post content, reactions, comments count, and media attachments

API Maestro

7.4K

4.3

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

745

4.7