Pricing

from $1.00 / 1,000 profile scrapeds

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LinkedIn Profile Scraper

Try for free

Scrape public LinkedIn profiles by URL or username, no login or cookies. Get full work history with job titles, education, complete skills, certifications, languages, projects and honors as JSON, plus optional recent posts with comments. Only retrieved profiles are charged.

Pricing

from $1.00 / 1,000 profile scrapeds

Rating

5.0

(1)

Developer

Coder

Actor stats

Bookmarked

164

Total users

Monthly active users

4 days ago

Last modified

Configure MCP server with LinkedIn Profile Scraper - Experience, Skills & Posts

The configuration above connects to the hosted Apify MCP server with the LinkedIn Profile Scraper - Experience, Skills & Posts 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 Profile Scraper - Experience, Skills & Posts Actor preconfigured at https://mcp.apify.com/?tools=fetch-actor-details,calm_builder/linkedin-profile-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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Scrape LinkedIn profiles into structured records: name, title, headline, summary, company, location, skills, education, and work history. Submit up to 5,000 URLs per run, each returns one record. Pay only for profiles found; not-found and errors are free. No account or cookies needed.

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Extract comprehensive data from public LinkedIn user profiles including work experience, education, skills, connections, and activity. Bulk processing supported. No LinkedIn authentication needed - just provide profile URLs and get structured JSON data.