Pricing

$4.00 / 1,000 post scrapeds

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Posts Scraper for LinkedIn - Profiles, Pages & Search

Try for free

Scrape LinkedIn posts from any profile, company page, keyword search or direct post URL. Returns the full post text, exact reaction and comment counts, the top comments, hashtags, links and media. No login and no cookies. Independent tool, not affiliated with LinkedIn.

Pricing

$4.00 / 1,000 post scrapeds

Rating

0.0

(0)

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Scrape Sage

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Configure MCP server with LinkedIn Post Scraper - Text, Reactions & Comments

The configuration above connects to the hosted Apify MCP server with the LinkedIn Post Scraper - Text, Reactions & Comments 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 Scraper - Text, Reactions & Comments Actor preconfigured at https://mcp.apify.com/?tools=fetch-actor-details,scrapesage/linkedin-posts-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.

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crustapi/linkedin-company-posts-scraper

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silentflow/linkedin-posts-scraper-ppr

Search LinkedIn posts by keyword or hashtag and export the full text, author, reactions, comments, images and posting date. Also works from a profile or a company page, or from exact post links you already have. No login and no cookies needed, in any language LinkedIn publishes and country.

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Extract posts from any public LinkedIn profile in bulk: post text, likes, comments, reactions, dates and links. Export LinkedIn data as JSON or CSV. No login, no cookies, no LinkedIn account required.

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Extract every comment and reply from any LinkedIn post: comment text, author name, headline, profile URL, reaction breakdown, and timestamps. Opt into nested replies, batch up to 1,000 posts per run, and pay only for the comments extracted. No LinkedIn account or cookies needed.