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MCP Job Toolkit

by afrozk
OverviewSchemaSourceRelated ServersDiscussionsAdmin
TypeScript
Remote

MCP Job Toolkit

ClaudeやMCP互換クライアント内から、オーストラリアの求人プラットフォームを横断検索できるMCP（Model Context Protocol）サーバーです。

プラットフォーム

プラットフォーム

備考

Seek

au.seek.com のApollo SSRキャッシュを解析

LinkedIn

ゲスト用求人API、利用可能な場合は応募者数を表示

Related MCP server: Jobs MCP Server

インストール

前提条件: Node.js 18以上

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

Claude Desktopの設定

~/Library/Application Support/Claude/claude_desktop_config.json (macOS) または %APPDATA%\Claude\claude_desktop_config.json (Windows) に以下を追加してください：

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

Claude Desktopを再起動します。search_jobs ツールが自動的に表示されます。

使用方法

接続後、Claudeに自然な言葉で尋ねてください：

"メルボルンで過去7日以内に投稿された契約社員のバックエンドエンジニアの求人を探して" "Seekでシドニーのフルタイムのデータアナリストの求人を年収10万ドル以上で検索して" "ブリスベンのソフトウェアエンジニアの求人で、応募者が20人未満のものを表示して"

ツール: search_jobs

パラメータ

パラメータ

型

デフォルト

説明

keyword

string

必須

職種、役割、またはスキル (例: "software engineer")

location

string

必須

オーストラリアの都市または郊外 (例: "Melbourne VIC", "Sydney")

radius

number

50

検索半径 (km)

employment_type

array

すべて

"fulltime", "parttime", "contract", "casual"

salary_type

string

—

"hourly", "monthly", "yearly"

salary_min

number

—

salary_type に一致する単位での最低給与

salary_max

number

—

最高給与

date_posted

string

—

"24h", "2d", "3d", "7d", "30d"

max_applications

number

—

これ以上の応募者数がある求人を除外 (公開されている場合)

platforms

array

すべて

"seek", "linkedin"

page

number

1

ページ番号

per_page

number

10

プラットフォームごとの1ページあたりの結果数 (最大25)

ツール呼び出しの例

{
  "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
}

レスポンスの形式

{
  "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"
}

開発

# Run without building (uses tsx)
npm run dev

# Rebuild after changes
npm run build

# Run built server
npm start

ライセンス

MIT

Available Tools

1 tool
search_jobsA

Search for jobs across Australian job platforms: Seek and LinkedIn. Supports keyword search, location with radius, employment type, salary, date posted, and application count filters.

ParametersJSON Schema
NameRequiredDescriptionDefault
keywordYesJob title, skill, or keyword to search for (e.g. "software engineer", "data analyst")
locationYesAustralian city or suburb (e.g. "Melbourne", "Sydney CBD", "Brisbane QLD", "Perth")
radiusNoSearch radius in km from the location (default: 50)
employment_typeNoFilter by employment type. Multiple values allowed.
salary_typeNoSalary payment frequency for filtering
salary_minNoMinimum salary (in the currency unit matching salary_type, e.g. 80000 for yearly AUD)
salary_maxNoMaximum salary
date_postedNoOnly show jobs posted within this time window
max_applicationsNoOnly show jobs with fewer than this many applicants (e.g. 10, 20, 25). Not all platforms expose application count.
platformsNoWhich platforms to search (default: all)
pageNoPage number for pagination (default: 1)
per_pageNoResults per page per platform (default: 10, max: 25)

TDQS

A3.7/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description must disclose behavioral traits. It mentions the platforms and filters but fails to state that the operation is read-only, whether authentication is needed, or how pagination works. Important limitations (e.g., filter compatibility) are only hinted at for one filter.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is two sentences: the first defines purpose and scope, the second lists filters. It is front-loaded with key information and contains no superfluous text.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the high parameter count (12) and no output schema, the description covers the core function adequately but lacks details on return format, pagination behavior, or error conditions. It is minimally complete for an agent to understand basic usage.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

All 12 parameters have schema descriptions (100% coverage), so the description adds minimal value beyond what the schema provides. The baseline score of 3 is appropriate; the description lists filter categories but does not elaborate on individual parameters.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool's purpose: searching for jobs on Australian platforms (Seek and LinkedIn). It lists supported filters, making it specific and informative. With no sibling tools, differentiation is unnecessary.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies when to use the tool (for job searches in Australia) but does not explicitly state when not to use it or provide alternatives. Since there are no siblings, the implicit guidance is sufficient.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 1 tool updatev1.0.0
    • First observedsearch_jobs
Deploy Server
One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

TDQS

A3.7/5.0

Scored across 1 tool

Disambiguation5/5

Only one tool exists, so there is no potential for confusion with other tools. The tool's purpose is clearly defined.

Naming Consistency5/5

With a single tool, the naming follows a consistent verb_noun pattern ('search_jobs'), which is clear and predictable.

Tool Count3/5

One tool is on the low end for a 'toolkit,' feeling thin but acceptable for a focused search-only server. It borders the threshold of being too few.

Completeness2/5

The server only provides search functionality, lacking other expected operations like retrieving job details, saving jobs, or managing applications. The surface is incomplete for a comprehensive job toolkit.

Maintenance

ActivityInactive
ResponsivenessNo issues

Resources

Related MCP Connectors

Related MCP Servers

  • job-search-mcp

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  • Jobs MCP Server

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