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from $1.35 / 1,000 comments

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LinkedIn Post Comments Scraper: Top Comments, No Login

Try for free

Scrape the comments LinkedIn shows a logged-out visitor under any public post: text, commenter name and profile link, exact time, reactions, and the post's author and full comment count. About 10 comments per post. No login.

Pricing

from $1.35 / 1,000 comments

Rating

0.0

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Developer

The Mine Works

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Monthly active users

3 days ago

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Configure MCP server with LinkedIn Post Comments Scraper: No Login, No Cookies

The configuration above connects to the hosted Apify MCP server with the LinkedIn Post Comments Scraper: No Login, No Cookies Actor already loaded. It uses OAuth, so your client opens a browser window to sign you in to Apify on first use. No API token is needed. Clients without OAuth support can authenticate with an Authorization: Bearer header carrying an API token from API & Integrations in Apify Console.

Get a ready-to-use configuration for your MCP client with the LinkedIn Post Comments Scraper: No Login, No Cookies Actor preconfigured at https://mcp.apify.com/?tools=fetch-actor-details,themineworks/linkedin-post-comments-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 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)

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LinkedIn Post Comments

data-slayer/linkedin-post-comments

Extract root comments and available top replies from public LinkedIn post URLs, including commenter names, profile URLs, headlines, timestamps, reply totals, and reaction breakdowns. Batch up to 1,000 posts and export structured JSON, CSV, or Excel—no LinkedIn cookies or login required.

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themineworks/instagram-post-scraper

Scrape public Instagram posts from profiles or post links: caption, hashtags, mentions, likes, comments, post time, type, every carousel image, video URL, location with coordinates, tagged users, coauthors and owner. No login or cookies. Pay per post.

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themineworks/telegram-channel-scraper

Scrape public Telegram channel posts with text, view counts, outbound links and timestamps. Walks full channel history over plain HTTP. No Bot API token, no phone number, no login. Pay per post delivered.

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Reddit Scraper | Posts, Comments and Search | No API Key

themineworks/reddit-scraper

Scrape Reddit posts, comments, subreddits, search & user history. No login, pay per result, full nested comment trees, monitor mode for new posts only. Use in Claude, ChatGPT & any MCP agent for market research, sentiment & AI training data.

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Linkedin Profile Comments Scraper (No Cookie)

datadoping/linkedin-profile-comments-scraper

For just $1.2 per 1,000 comments, scrape comments made by a profile from activity on LinkedIn. It Scrapes text, reactions, pinned, timestamp, etc. Note: If you're on free tier you can only scrape 4 profile and 100 comments per profile per run (12 profiles in total)

Data Doping

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LinkedIn Profile Scraper | 9 Fields, No Login or Cookies

themineworks/linkedin-profile-scraper

Scrape public LinkedIn profiles in bulk with no login. Name, headline, experience, education, skills, connections, followers. From $4 per 1,000. MCP-ready.

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Facebook Comments Scraper

automly/facebook-post-comments-scraper

Facebook Comments Scraper: Scrape comments and replies from public Facebook posts, reels and videos: text, date, commenter name and profile link, reactions and reply counts. Newest, most relevant or all comments. No login.