LinkedIn Jobs MCP Server
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@LinkedIn Jobs MCP ServerCheck if my LinkedIn cookie is valid"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
LinkedIn Jobs MCP Server
Self-hosted MCP server that scrapes LinkedIn jobs with your authenticated session cookies. Runs in Docker. No Apify, no per-run costs.
Setup
1. Get your cookies
Install the Cookie-Editor Chrome extension
Log into LinkedIn (use a burner account)
Click Cookie-Editor → Export (JSON)
Find and copy two values:
li_at— your session cookieJSESSIONID— used as CSRF token (value looks likeajax:1234...)
2. Configure
cp .env.example .env
# Edit .env and paste your cookie values3. Build and test
# Build the Docker image
docker build -t linkedin-mcp .
# Quick smoke test — should print the MCP server startup log
docker run --rm --env-file .env linkedin-mcp
# Ctrl+C to stop4. Wire into Claude Desktop
Edit your Claude Desktop config file:
Mac:
~/Library/Application Support/Claude/claude_desktop_config.jsonWindows:
%APPDATA%\Claude\claude_desktop_config.json
{
"mcpServers": {
"linkedin-jobs": {
"command": "docker",
"args": [
"run", "--rm", "-i",
"--env-file", "/ABSOLUTE/PATH/TO/linkedin-mcp/.env",
"linkedin-mcp"
]
}
}
}⚠️ Use the absolute path to your .env file.
~/does not expand here.
5. Restart Claude Desktop
After saving the config, fully quit and reopen Claude Desktop.
You'll see a 🔧 tools icon in the chat bar — click it to confirm
scrape_jobs, get_job_details, check_cookie, and update_cookies are listed.
6. First conversation
You: Check if my LinkedIn cookie is valid
Claude: [calls check_cookie] ✓ Authenticated as John Doe
You: Scrape 20 AI Engineer or ML Engineer jobs posted in the last 3 days in the US
Claude: [calls scrape_jobs] ...returns full job list with descriptionsCookie refresh (every 30–60 days)
When cookies expire, re-export from Cookie-Editor and tell Claude:
Update my LinkedIn cookies: li_at is "new_value" and jsessionid is "new_value"Claude will call update_cookies — no container restart needed.
Development
# Run with live source reloading
docker compose up
# Inspect MCP tools without Claude Desktop
npx @modelcontextprotocol/inspector docker run --rm -i --env-file .env linkedin-mcpProject structure
linkedin-mcp/
├── src/
│ ├── server.py # MCP server — tool definitions and handlers
│ ├── scraper.py # LinkedIn Voyager API calls (httpx)
│ ├── models.py # Pydantic models for Job data
│ └── __init__.py
├── Dockerfile
├── docker-compose.yml
├── requirements.txt
├── .env.example
└── .gitignoreThis server cannot be installed
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