LinkedIn Profile Comments & Reactions Scraper
DeprecatedPricing
from $0.00001 / actor start
Extract comments and reactions from LinkedIn profiles with structured, deduplicated data. Supports multiple users, date and filtering. Ideal for analytics, lead generation, and engagement tracking.
You can access the LinkedIn Profile Comments & 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.
![LinkedIn User Reactions Scraper [NO COOKIES] ✅ avatar](https://images.apifyusercontent.com/WHS81PvZHY79WaWeEw98ugjvMGuhmPdiTg_cm83hqe0/rs:fill:76:76/cb:1/aHR0cHM6Ly9hcGlmeS1pbWFnZS11cGxvYWRzLXByb2QuczMudXMtZWFzdC0xLmFtYXpvbmF3cy5jb20vc0NDU2R3bm1LTUoxUTJzVG4tYWN0b3ItQ3gwRzFXQW10SlZHQ0lhaDQtN0ZBeUxXZm16Ui1fX19fX19fX19fX19fJTI4MTclMjkucG5n.webp){kind=avatar}
![LinkedIn Post Comment & Reaction Extractor [NO COOKIES] ✅ avatar](https://images.apifyusercontent.com/Ui3wLB4OtGL6cNa3H11VQAStZ9Fewq6t-oBZpMw0IjU/rs:fill:76:76/cb:1/aHR0cHM6Ly9hcGlmeS1pbWFnZS11cGxvYWRzLXByb2QuczMudXMtZWFzdC0xLmFtYXpvbmF3cy5jb20vc0NDU2R3bm1LTUoxUTJzVG4tYWN0b3ItY2tTeGZhTWZQNkZiZzc2ZGYtMnRWSk1vOTdaRS1oZC1zcXVhcmUtYmxhY2stb3V0bGluZS1saW5rZWRpbi1pY29uLXBuZy03MDE3NTE2OTUwNDU1NTM1Y3ppaXkx.webp){kind=avatar}
![LinkedIn User Comments & Reactions Scraper [NO COOKIES] ✅ avatar](https://images.apifyusercontent.com/aVgnaXwZpbMZWahdGYJE_U3cde7ask2Fak-EWcYZZVo/rs:fill:76:76/cb:1/aHR0cHM6Ly9hcGlmeS1pbWFnZS11cGxvYWRzLXByb2QuczMudXMtZWFzdC0xLmFtYXpvbmF3cy5jb20vc0NDU2R3bm1LTUoxUTJzVG4tYWN0b3ItRklEV1pwRkVjaUJhaFNzMlQtZEl4YU9xME5kTy1jek5tY3kxd2NtbDJZWFJsTDNKaGQzQnBlR1ZzWDJsdFlXZGxjeTkzWldKemFYUmxYMk52Ym5SbGJuUXZiSEl2.webp){kind=avatar}
![LinkedIn User Comments Scraper [NO COOKIES] ✅ avatar](https://images.apifyusercontent.com/MR9XzVxPkCVCzR05-ACBbsow9hh4dwqs8WQvByp3MN8/rs:fill:76:76/cb:1/aHR0cHM6Ly9hcGlmeS1pbWFnZS11cGxvYWRzLXByb2QuczMudXMtZWFzdC0xLmFtYXpvbmF3cy5jb20vc0NDU2R3bm1LTUoxUTJzVG4tYWN0b3ItNkE3dTJvZXFHMU1OYUp0R0wtSGxBa0FtWDJteC1TcGFyc2VfaW5zdHJ1bWVudGF0aW9uX19kaXJlY3RfbHlyaWNzX191cmJhbl9yZWFsaXNtX195b3V0aGZ1bF9y.webp){kind=avatar}
![Profile Posts Scraper for LinkedIn [No Cookies] avatar](https://images.apifyusercontent.com/2r1MxY4feneklD8BD7qTRtzsL_II2yIB-xqoqgYECkI/rs:fill:76:76/cb:1/aHR0cHM6Ly9hcGlmeS1pbWFnZS11cGxvYWRzLXByb2QuczMudXMtZWFzdC0xLmFtYXpvbmF3cy5jb20vdFhKaEQ5SFNvdTY4N2NEUTQtYWN0b3ItTFFRSVhOOU90aGY4ZjdSNW4tOFpidkNJbW9JUy1hbS1sb2dvLnBuZw.webp){kind=avatar}
{ "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=getdataforu/linkedin-profile-comments-react", "--header", "Authorization: Bearer <YOUR_API_TOKEN>" ] } }}Get a ready-to-use configuration for your MCP client with the LinkedIn Profile Comments & Reactions Scraper Actor preconfigured at mcp.apify.com?tools=getdataforu/linkedin-profile-comments-react .
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.