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

io.github.harshmaurPublished by GitHub account harshmaurv1.0.0Updated Oct 26, 2026

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

The publisher's own server: Apify MCP Server

VerifiedStreamable HTTPWeb executableWeb Search & ScrapingBusiness & Commerce

Overview

AI-generated overview

Hosted Apify MCP server that gives an assistant live LinkedIn job listings as structured JSON, including salary, recruiter and company details.

What you can do
  • Search LinkedIn job listings by role, location and posting date, returning one row per job.
  • Read job details such as title, company, location, posting date, full description, seniority, employment type and applicant count.
  • Get salary data with parsed minimum and maximum, plus the recruiter who posted the job.
  • Optionally include company size, website and headquarters for each listing.
When to use it
Useful when you want an assistant to research hiring demand, build job tables, compare salaries, or find recruiters and companies hiring in a given market, without a LinkedIn account.
Requirements
A remote MCP endpoint at mcp.apify.com, reachable over the network. An Apify account is required; authenticate via OAuth in the client or send an Apify API token in the Authorization header. Runs are billed per job result.
Before you install
The server is paid per result, so large runs cost money; the free plan is priced higher per 1,000 jobs than paid plans. It requires an Apify API token or OAuth grant, which grants access to your Apify account. Job data is collected from LinkedIn and passed through Apify's hosted service.

Installation

In SourceWeft

  1. Open LinkedIn Jobs Scraper (Apify) – salary, recruiter and company data in the dashboard and add it to a workspace.
  2. Connect the required credentials. They are stored privately and never shown on public pages.
  3. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/io.github.harshmaur%2Flinkedin-jobs-scraper/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config. The client completes OAuth sign-in on first connect.

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

README

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):

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:

bash
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.

Links

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

Source: README.md at commit 2a5318d

Tools

0
This server asks you to sign in, so SourceWeft could not read its tools without an account and has not indexed them. What a connected account sees can depend on that account and its permissions.

Version history

1
  1. v1.0.0LatestOct 20, 2026

Score

85% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts

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