LinkedIn

Scrape LinkedIn profiles, companies, and job listings.

Category: Productivity
Difficulty: Medium

Quick Configuration

Choose the setup that matches your environment.

Before You Start

  • Confirm you have the account, endpoint, or API key required for LinkedIn.
  • Start with minimum scopes and read-only access where possible.
  • Keep secrets in environment variables instead of hardcoding them in JSON.

Hosted / Remote

JSON
Hosted Config json
{
  "linkedin": {
    "url": "https://YOUR_LINKEDIN_MCP_ENDPOINT"
  }
}

Local CLI (npx)

JSON
Local Config json
{
  "linkedin": {
    "command": "npx",
    "args": ["-y", "mcp-remote", "https://YOUR_LINKEDIN_MCP_ENDPOINT"],
    "env": {
      "LINKEDIN_API_KEY": "YOUR_LINKEDIN_API_KEY"
    }
  }
}

Common Pitfalls & Fixes

  • ⚠️ Watch out: Rate limiting, authentication tokens, and data extraction accuracy.
  • 🔑 Always store API keys in environment variables, never hardcode them in JSON.
  • 🛡️ Start with read-only scopes if available to verify connection safely.

Example Prompts

Once connected, try these prompts to test capabilities:

  • Search for jobs matching "software engineer" in San Francisco.
  • Extract profile details from a given LinkedIn URL.
  • Find company information and employee count.

Verification Checklist

  • Run 1-2 real prompts to confirm LinkedIn returns usable data.
  • Check that error messages are clear enough for troubleshooting.
  • Document the required scopes, dependencies, and env vars for future reuse.