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