Pricing

$2.00 / 1,000 comments

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

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Developed by

HarvestAPI

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 ⚡

3.2 (2)

Pricing

$2.00 / 1,000 comments

Total users

102

Monthly users

Runs succeeded

>99%

Last modified

10 days ago

Social media

Lead generation

Automation

You can access the LinkedIn Post Comments 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": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/sse?actors=harvestapi/linkedin-post-comments",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

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

You have a few options for interacting with the MCP server:

Use mcp.apify.com via mcp-remote from your local machine to connect and authenticate using OAuth or an API token (as shown in the JSON configuration above).
Set up the connection directly in your MCP client UI by providing the URL https://mcp.apify.com/sse?actors=harvestapi/linkedin-post-comments along with an API token (or use OAuth).
Connect to mcp.apify.com via Server-Sent Events (SSE), as shown below:

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

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 Bulk Scraper (No Cookies)⚡$2 per 1k

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