Pricing

$2.00 / 1,000 reactions

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

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Developed by

HarvestAPI

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 ⚡

0.0 (0)

Pricing

$2.00 / 1,000 reactions

Total users

Monthly users

Runs succeeded

>99%

Last modified

10 days ago

Social media

Lead generation

Automation

You can access the LinkedIn Post Reactions Bulk Scraper (No Cookies)⚡$2 per 1k 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": {
        "local-actors-mcp-server": {
            "command": "npx",
            "args": [
                "-y",
                "@apify/actors-mcp-server",
                "--actors",
                "harvestapi/linkedin-post-reactions"
            ],
            "env": {
                "APIFY_TOKEN": "<YOUR_API_TOKEN>"
            }
        }
    }
}

Configure MCP server with LinkedIn Post Reactions Bulk Scraper (No Cookies)⚡$2 per 1k

You can interact with the MCP server via standard input/output - stdio (as shown above), which is ideal for local integrations and command-line tools such as the Claude desktop client, or you can interact with the server through Server-Sent Events (SSE) to send messages and receive responses, which looks as follows:

{
    "mcpServers": {
        "remote-actors-mcp-server": {
            "type": "sse",
            "url": "https://mcp.apify.com/sse?actors=harvestapi/linkedin-post-reactions",
            "headers": {
                "Authorization": "Bearer <YOUR_API_TOKEN>"
            }
        }
    }
}

You can connect to the Apify MCP Server using clients like Tester MCP Client, or any other supported 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 Commnents Bulk Scraper (No Cookies)⚡$2 per 1k

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Linkedin User Reactions Scraper: Extract reactions for LinkedIn profiles and users including post content, reactions, stats, article, media attachments and more.