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MCP server · Social

MCP Job Toolkit

An MCP server that enables searching for jobs across Australian platforms (Seek and LinkedIn) from Claude or any MCP-compatible client, with filters for location, salary, employment type, and more.

Unclaimed social
34Low

Scored 5 months ago · breakdown

About MCP Job Toolkit

MCP Job Toolkit is an MCP server published by afrozk in the Social category: an MCP server that enables searching for jobs across Australian platforms (Seek and LinkedIn) from Claude or any MCP-compatible client, with filters for location, salary, employment type, and more.

The repository has 4 stars and 1 forks, with the last commit 5 months ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/afrozk/mcp-job-toolkit

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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  • ✓README presentThe repository ships documentation.

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README

MCP Job Toolkit

An MCP (Model Context Protocol) server that searches for jobs across Australian job platforms from inside Claude or any MCP-compatible client.

Platforms

Platform Notes
Seek Parses Apollo SSR cache from au.seek.com
LinkedIn Guest jobs API, includes applicant count where available

Installation

Prerequisites: Node.js 18+

git clone https://github.com/afrozk/mcp-job-toolkit.git
cd mcp-job-toolkit
npm install
npm run build

Claude Desktop Setup

Add to ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows):

{
  "mcpServers": {
    "mcp-job-toolkit": {
      "command": "node",
      "args": ["/absolute/path/to/mcp-job-toolkit/dist/index.js"]
    }
  }
}

Restart Claude Desktop. The search_jobs tool will appear automatically.

Usage

Once connected, ask Claude naturally:

"Find contract backend engineer roles in Melbourne posted in the last 7 days" "Search for full-time data analyst jobs in Sydney with salary above $100k/year on Seek" "Show me software engineer roles in Brisbane with fewer than 20 applicants"

Tool: search_jobs

Parameters

Parameter Type Default Description
keyword string required Job title, role, or skill (e.g. "software engineer")
location string required Australian city or suburb (e.g. "Melbourne VIC", "Sydney")
radius number 50 Search radius in km
employment_type array all "fulltime", "parttime", "contract", "casual"
salary_type string — "hourly", "monthly", "yearly"
salary_min number — Minimum salary in the unit matching salary_type
salary_max number — Maximum salary
date_posted string — "24h", "2d", "3d", "7d", "30d"
max_applications number — Exclude jobs with more applicants than this (where exposed)
platforms array all "seek", "linkedin"
page number 1 Page number
per_page number 10 Results per page per platform (max 25)

Example tool call

{
  "keyword": "senior backend engineer",
  "location": "Melbourne VIC",
  "radius": 30,
  "employment_type": ["contract", "fulltime"],
  "salary_type": "yearly",
  "salary_min": 120000,
  "date_posted": "7d",
  "max_applications": 25,
  "platforms": ["seek", "linkedin"],
  "per_page": 10
}

Response shape

{
  "results": [
    {
      "platform": "seek",
      "jobs": [
        {
          "id": "seek-91878509",
          "title": "Senior Backend Engineer",
          "company": "Acme Corp",
          "location": "Melbourne VIC",
          "salary": "$140,000 – $160,000 per year",
          "description": "We are looking for...",
          "url": "https://au.seek.com/job/91878509",
          "posted_at": "2026-05-04T01:54:46.000Z",
          "applications_count": null,
          "platform": "seek"
        }
      ],
      "total": 41,
      "page": 1
    },
    {
      "platform": "linkedin",
      "jobs": [],
      "page": 1
    }
  ],
  "summary": [
    { "platform": "seek", "count": 10, "total": 41 },
    { "platform": "linkedin", "count": 8 }
  ],
  "fetched_at": "2026-05-05T00:00:00.000Z"
}

Development

# Run without building (uses tsx)
npm run dev

# Rebuild after changes
npm run build

# Run built server
npm start

License

MIT

README copy captured when this server was indexed; it may lag the repository. The original is authoritative.

Questions

About MCP Job Toolkit

How do I install MCP Job Toolkit?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is MCP Job Toolkit safe to use with an AI agent?

Its trust score is 34 out of 100 (low). It passes 1 of the 1 static security checks run so far. It has no ConduID identity yet, so agent calls to it are not receipted.

Is MCP Job Toolkit still maintained?

Yes — the last commit was 5 months ago. The repository has 4 stars and 1 forks.