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LinkedIn Jobs Scraper (Apify) – salary, recruiter and company data

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LinkedIn job listings as JSON: salary, recruiter, applicants, company data. No login. From $0.40/1k

Source code Website Documentation

What can you do with LinkedIn Jobs Scraper (Apify) – salary, recruiter and company data?

  • "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."

Install

Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).

Remote (streamable-http)
Claude Code 
claude mcp add --transport http linkedin-jobs-scraper-apify-salary-recru 'https://mcp.apify.com/?tools=harshmaur/linkedin-jobs-scraper' --header 'Authorization: <Apify API token as '\''Bearer <APIFY_TOKEN>'\''. Free token at https://console.apify.com/account/integrations>'
JSON configuration (Claude Desktop, Cursor, VS Code) 
{
    "mcpServers": {
        "linkedin-jobs-scraper-apify-salary-recru": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=harshmaur/linkedin-jobs-scraper",
            "headers": {
                "Authorization": "<Apify API token as 'Bearer <APIFY_TOKEN>'. Free token at https://console.apify.com/account/integrations>"
            }
        }
    }
}

Documentation

From the project's README on GitHub, refreshed weekly. Links open on GitHub.

Contents
  1. LinkedIn Jobs Scraper — MCP server and agent skill
  2. Hosted MCP server
  3. Agent skill
  4. What you can ask
  5. Price
  6. Links

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.

Disclosure: the Actor is paid per result and built by the author of this repo. Links carry no affiliate parameters.

Frequently asked questions

What is LinkedIn Jobs Scraper (Apify) – salary, recruiter and company data?

LinkedIn job listings as JSON: salary, recruiter, applicants, company data. No login. From $0.40/1k

How do I install LinkedIn Jobs Scraper (Apify) – salary, recruiter and company data?

It runs as a remote server. In Claude Code: claude mcp add --transport http linkedin-jobs-scraper-apify-salary-recru 'https://mcp.apify.com/?tools=harshmaur/linkedin-jobs-scraper' --header 'Authorization: <Apify API token as '\''Bearer <APIFY_TOKEN>'\''. Free token at https://console.apify.com/account/integrations>'. For other clients, paste the JSON configuration from this page into their MCP settings.

Does LinkedIn Jobs Scraper (Apify) – salary, recruiter and company data need an API key?

Yes. It expects Authorization, which you set in its configuration.

Is LinkedIn Jobs Scraper (Apify) – salary, recruiter and company data open source?

Yes. Its code is on GitHub under the MIT license.

Who maintains LinkedIn Jobs Scraper (Apify) – salary, recruiter and company data?

It is published by harshmaur. AI.tn lists it but does not maintain or endorse it.

From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data.