Click on "Deploy 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-scraper find remote data engineer jobs in Berlin posted this week"
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.
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).
https://mcp.apify.com/?tools=harshmaur/linkedin-jobs-scraperAuthenticate 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-scraperCursor, 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.
Related MCP server: JobDataLake MCP Server
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-scraperAny agent that reads skills:
npx skills add https://github.com/harshmaur/apify-linkedin-jobs-scraper"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."
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.
Apify Store page: https://apify.com/harshmaur/linkedin-jobs-scraper
API ID: harshmaur~linkedin-jobs-scraper
Issues and feature requests: https://apify.com/harshmaur/linkedin-jobs-scraper/issues
Disclosure: the Actor is paid per result and built by the author of this repo. Links carry no affiliate parameters.
This server cannot be deployed
LinkedIn jobs, companies and people for AI agents, plus messages and invites via your own account.
LinkedIn actions for AI agents: search, messaging, posts and invites, as hosted MCP tools.
JobsPipe — data pipeline of every job posting on the web. Search live, normalized job postings from 30+ ATS feeds and job boards for AI agents via MCP.
LinkedIn for AI agents: search people, read profiles, posts and connections via a connected account
