LinkedIn Profile Bulk Scraper (No Cookies) ⚡ $4 per 1k
Pricing
$4.00 / 1,000 profiles
LinkedIn Profile Bulk Scraper (No Cookies) ⚡ $4 per 1k
Extract detailed information from LinkedIn profiles, including work experience, education history, location and more. No cookies or account required. Concurrency + fast response times make mass scraping fast ⚡
3.6 (3)
Pricing
$4.00 / 1,000 profiles
15
Total users
149
Monthly users
130
Runs succeeded
>99%
Issues response
0.83 hours
Last modified
3 days ago
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.
$# Start Server-Sent Events (SSE) session and keep it running<curl "https://actors-mcp-server.apify.actor/sse?token=<YOUR_API_TOKEN>&actors=harvestapi/linkedin-profile-scraper"
# Session id example output:# event: endpoint# data: /message?sessionId=9d820491-38d4-4c7d-bb6a-3b7dc542f1faUsing LinkedIn Profile Bulk Scraper (No Cookies) ⚡ $4 per 1k via Model Context Protocol (MCP) server
MCP server lets you use LinkedIn Profile Bulk Scraper (No Cookies) ⚡ $4 per 1k within your AI workflows. Send API requests to trigger actions and receive real-time results. Take the received sessionId and use it to communicate with the MCP server. The message starts the LinkedIn Profile Bulk Scraper (No Cookies) ⚡ $4 per 1k Actor with the provided input.
$curl -X POST "https://actors-mcp-server.apify.actor/message?token=<YOUR_API_TOKEN>&session_id=<SESSION_ID>" -H "Content-Type: application/json" -d '{$ "jsonrpc": "2.0",$ "id": 1,$ "method": "tools/call",$ "params": {$ "arguments": {$ "queries": [$ "https://www.linkedin.com/in/williamhgates",$ "https://www.linkedin.com/in/towhid-rahman",$ "https://www.linkedin.com/company/google"$ ]$},$ "name": "harvestapi/linkedin-profile-scraper"$ }$}'The response should be: Accepted. You should received response via SSE (JSON) as:
$event: message$data: {$ "result": {$ "content": [$ {$ "type": "text",$ "text": "ACTOR_RESPONSE"$ }$ ]$ }$}Configure local MCP Server via standard input/output for LinkedIn Profile Bulk Scraper (No Cookies) ⚡ $4 per 1k
You can connect to the MCP Server using clients like ClaudeDesktop and LibreChat or build your own. The server can run both locally and remotely, giving you full flexibility. Set up the server in the client configuration as follows:
{ "mcpServers": { "actors-mcp-server": { "command": "npx", "args": [ "-y", "@apify/actors-mcp-server", "--actors", "harvestapi/linkedin-profile-scraper" ], "env": { "APIFY_TOKEN": "<YOUR_API_TOKEN>" } } }}You can further access the MCP client through the Tester MCP Client, a chat user interface to interact with the server.
To get started, check out the documentation and example clients. If you are interested in learning more about our MCP server, check out our blog post.
