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afrozk

MCP Job Toolkit

by afrozk
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TypeScript
Remote

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

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