LinkedIn Jobs Scraper

LinkedIn jobs with salary, recruiter, applicant count and company fields for AI assistants. No LinkedIn login.

Hosted MCP Server

npx add-mcp 'https://mcp.apify.com/?tools=harshmaur/linkedin-jobs-scraper'

Installs into Claude Code, Codex, Cursor and more

Documentation

LinkedIn Jobs Scraper — MCP server and agent skill

Give your AI agent live LinkedIn job data. This repo connects Claude, Cursor, Codex and any other MCP client or skill-aware agent to the LinkedIn Jobs Scraper Apify Actor.

Ask for "data engineer jobs in Berlin from this week" and get one row per job: title, company, location, posting date, full description in Markdown, seniority, employment type, applicant count, salary with parsed minimum and maximum, the recruiter who posted it, and optional company size, website and headquarters.

No LinkedIn account, cookies or API access. You need only an Apify account (the free plan works).

Hosted MCP server

https://mcp.apify.com/?tools=harshmaur/linkedin-jobs-scraper

Authenticate with OAuth in the client, or send Authorization: Bearer <APIFY_TOKEN>. Get a token at Apify Console → Integrations.

Claude Code:

claude mcp add --transport http linkedin-jobs https://mcp.apify.com/?tools=harshmaur/linkedin-jobs-scraper

Cursor, Windsurf, VS Code and others (mcp.json):

{
  "mcpServers": {
    "linkedin-jobs-scraper": {
      "url": "https://mcp.apify.com/?tools=harshmaur/linkedin-jobs-scraper"
    }
  }
}

Registry name: io.github.harshmaur/linkedin-jobs-scraper in the official MCP Registry.

Agent skill

skills/apify-linkedin-jobs-scraper/SKILL.md teaches an agent which input field fits a request, which LinkedIn filters are exact, how to estimate cost before a run, and how to read the output.

Claude Code plugin (skill plus the hosted MCP tool):

/plugin install apify-linkedin-jobs-scraper --marketplace harshmaur/apify-linkedin-jobs-scraper

Any agent that reads skills:

npx skills add https://github.com/harshmaur/apify-linkedin-jobs-scraper

What you can ask

"Product manager jobs in London posted in the last 24 hours, as a table."
"500 remote React jobs in the US with salary ranges and company size."
"Which companies in Germany hire data engineers this week, and who is the recruiter?"
"Send every new DevOps job in Canada to my Slack channel each morning."

Price

Pay per job: $1.00 per 1,000 on the Apify Free plan, $0.40 to $0.47 per 1,000 on paid plans. No start fee. Details, recruiter and company data are included. Apify's free monthly credit covers several thousand jobs.