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

online · 100% uptime

by harshmaur·io.github.harshmaur/linkedin-jobs-scraper·v1.0.0

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

A97/100grade A

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Safety scan

A97/100

full report

Adoption

Growing

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

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Public scan report

scanner v0.1.10 · 2026-10-26 · same rubric, same numbers if you re-run it

no findings

–Code scanremote-only server, no package to scann/a
Live reliabilityremote reachable in 168ms (auth required)20/20
–Tool poisoningtools not inspected (endpoint requires auth); not countedn/a
Auth qualityOAuth resource metadata advertised on 40115/15
Maintenancelast push 6 days ago15/15
Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10

Overall 97/100. Components that don't apply are left out of the denominator. Any critical finding is an F.Rubric Appeal a finding JSON

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

Against every graded Sales and outbound MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score: 97/100; higher than 95% of 876 Sales and outbound servers
Uptime: 100%; of our recent checks; the typical remote Sales and outbound server answers 100%
Response time: 31 ms; faster than 98% of 671 Sales and outbound servers

Install LinkedIn Jobs Scraper (Apify) – salary, recruiter and company data in Claude Code, Cursor or VS Code

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

Add to Cursor

What the publisher says

From the LinkedIn Jobs Scraper (Apify) – salary, recruiter and company data repository's README, as published. We do not edit it. Read it on GitHub

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 . 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.

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

Is LinkedIn Jobs Scraper (Apify) – salary, recruiter and company data MCP server safe?: Yes, by our scan: it is graded A (97/100). Read the LinkedIn Jobs Scraper (Apify) – salary, recruiter and company data safety report
How do I install LinkedIn Jobs Scraper (Apify) – salary, recruiter and company data?: It runs remotely at mcp.apify.com. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
Does LinkedIn Jobs Scraper (Apify) – salary, recruiter and company data need an API key?: No key to paste: it signs you in with OAuth when your client connects.
Is LinkedIn Jobs Scraper (Apify) – salary, recruiter and company data maintained?: The last commit was 15 days ago (2026-10-20). The latest release is v1.0.0.
Is LinkedIn Jobs Scraper (Apify) – salary, recruiter and company data up?: 100% of our last 28 checks got an answer. We check remote servers about four times a day.
What can I use instead of LinkedIn Jobs Scraper (Apify) – salary, recruiter and company data?: Servers from other publishers that do the same job: Linkedin Company Employees MCP server, Company Headcount Estimator MCP server and JobSpy MCP server.
How does LinkedIn Jobs Scraper (Apify) – salary, recruiter and company data compare with other Sales and outbound MCP servers?: safety score 97/100 (higher than 95% of 876 Sales and outbound servers); uptime 100% (of our recent checks; the typical remote Sales and outbound server answers 100%); response time 31 ms (faster than 98% of 671 Sales and outbound servers). Full comparison.

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

Same job from other publishers: the closest match first, then the best rated.

Linkedin Company Employees
Company employee lists from LinkedIn public pages, by job title and city, via a hosted MCP server.
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Employee count band for a company domain, with source and confidence. No LinkedIn login.
More from mambabuilt.com →
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JobSpy
Search LinkedIn, Indeed, ZipRecruiter, Glassdoor and regional job boards
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LinkFetch: LinkedIn MCP
LinkedIn jobs, companies and people for AI agents, plus messages and invites via your own account.
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JobGPT - Job Search Automation & Auto Apply
Job search automation, auto apply, resume builder, application tracking, and recruiter outreach
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Run it through the gateway

With the gateway added, ask your agent for it by name:

agent prompt

call io.github.harshmaur/linkedin-jobs-scraper → <tool>

Free per call. Metered, capped by your key, logged for reliability.

Add the gateway (gw.mcp.market)

Rating: —
Safety grade: A · 97/100
Stars: 0
Downloads/wk: –
Price: Free
Licence: MIT
Transport: Remote
Uptime: 100% · 28/28 checks
Version: 1.0.0
Category: Sales and outbound
Last release: 2026-10-20

Endpoint

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

streamable-http

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