Pricing

$4.00 / 1,000 profiles

Go to Store

LinkedIn Profile Bulk Scraper (No Cookies) ⚡ $4 per 1k

Try for free

Developed by

HarvestAPI

Extract detailed information from LinkedIn profiles, including complete work experience, education history, location and more. No cookies or account required. Concurrency + fast response times make mass scraping fast ⚡

4.0 (3)

Pricing

$4.00 / 1,000 profiles

Total users

335

Monthly users

216

Runs succeeded

>99%

Issues response

2.2 hours

Last modified

4 days ago

Lead generation

Social media

Open source

You can access the LinkedIn Profile Bulk Scraper (No Cookies) ⚡ $4 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-profile-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

Configure MCP server with LinkedIn Profile Bulk Scraper (No Cookies) ⚡ $4 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-profile-scraper 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-profile-scraper",
            "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 Profile Search Scraper (No Cookies) ✅ Find all people

harvestapi/linkedin-profile-search

Search for LinkedIn profiles with filters and extract detailed profile information, including work experience, education history, location and more. No cookies or account required.

HarvestAPI

370

5.0

Linkedin Profile Details Batch Scraper (No Cookies Required)

apimaestro/linkedin-profile-batch-scraper-no-cookies-required

(no cookies need) Extract In Bulk comprehensive LinkedIn profile data including work experience, education history, certifications, and location details. Get structured information from any public LinkedIn profile using their username.

API Maestro

402

5.0

Linkedin Profile Details Scraper (No Cookies Required)

apimaestro/linkedin-profile-detail

Scrape comprehensive LinkedIn profile data including work experience, education history, certifications, and location details. Get structured information from any public LinkedIn profile using their username.

API Maestro

1.3K

4.3

✨Mass Linkedin Profile Scraper with Email 📧 (No Cookies)

dev_fusion/Linkedin-Profile-Scraper

Scrape Linkedin profiles and get full information of the lead.

Dev Fusion

9.6K

4.7

Linkedin Profile Full Sections Scraper - No Cookies

apimaestro/linkedin-profile-full-sections-scraper

Scrape complete LinkedIn profile data including work experience, education history, certifications, and location details. Get structured information from any public LinkedIn profile using their username.

API Maestro

110

5.0

Linkedin Profile Scraper No Cookies

logical_scrapers/linkedin-profile-scraper-no-cookies

LinkedIn Bulk Profile Scraper with No Cookies Required. scrapers all publicly available data from a given LinkedIn profile URL.

Goldmine

132

1.0

Linkedin Profile Scraper ✅ No cookie ✅ $3 per 1k profiles

supreme_coder/linkedin-profile-scraper

Scrape unlimited Linkedin profiles without risking your Linkedin account. Live data, Super fast scraping at affordable cost. High success rate

Supreme Coder

859

2.5

Linkedin Profile Scraper

logical_scrapers/linkedin-profile-scraper

🚀 Fastest linkedin profile scraper. Easily extract comprehensive LinkedIn profile data, including name, headline, industry, location, experience, education, skills, certifications, and more. Automates LinkedIn data collection for lead generation, recruiting, research, and competitive analysis.

Goldmine

225

4.2

Linkedin profile scraper

curious_coder/linkedin-profile-scraper

Scrape linkedin profile urls and get complete profile details including basic info, position history, skills, company details, bio, location, etc (⚠️ Warning: Viewing/scraping more than 300-400 profiles per day will result in Linkedin account warning)

Curious Coder

3.8K

2.7

Linkedin Profile Details Scraper

ahmed-khaled/linkedin-profile-details-scraper

Apify actor designed to extract main profile details from LinkedIn profiles. This actor provides comprehensive information, including contact details, name, cover, title, experience, education, licenses, and more.