job-hunt-copilot MCP — ユースケース, インストール & ライブデモ

なぜ使うのか

主な機能

Project library as a single source of truth
Per-role resume tailoring without rewriting history
Pitch script generation aligned to role signals
Mock interview mode using role-specific questions
Keeps honesty — edits framing, not facts

ライブデモ

実際の動作

job-hunt-copilot-skill.replay ▶ 準備完了

0/0

インストール

クライアントを選択

~/Library/Application Support/Claude/claude_desktop_config.json · Windows: %APPDATA%\Claude\claude_desktop_config.json

{
  "mcpServers": {
    "job-hunt-copilot-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/spontaneousai/job-hunt-copilot",
        "~/.claude/skills/job-hunt-copilot"
      ],
      "_inferred": true
    }
  }
}

Claude Desktop → Settings → Developer → Edit Config を開く。保存後、アプリを再起動。

~/.cursor/mcp.json · .cursor/mcp.json

{
  "mcpServers": {
    "job-hunt-copilot-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/spontaneousai/job-hunt-copilot",
        "~/.claude/skills/job-hunt-copilot"
      ],
      "_inferred": true
    }
  }
}

Cursor は Claude Desktop と同じ mcpServers スキーマを使用。プロジェクト設定はグローバルより優先。

VS Code → Cline → MCP Servers → Edit

{
  "mcpServers": {
    "job-hunt-copilot-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/spontaneousai/job-hunt-copilot",
        "~/.claude/skills/job-hunt-copilot"
      ],
      "_inferred": true
    }
  }
}

Cline サイドバーの MCP Servers アイコンをクリックし、"Edit Configuration" を選択。

~/.codeium/windsurf/mcp_config.json

{
  "mcpServers": {
    "job-hunt-copilot-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/spontaneousai/job-hunt-copilot",
        "~/.claude/skills/job-hunt-copilot"
      ],
      "_inferred": true
    }
  }
}

Claude Desktop と同じ形式。Windsurf を再起動して反映。

~/.continue/config.json

{
  "mcpServers": [
    {
      "name": "job-hunt-copilot-skill",
      "command": "git",
      "args": [
        "clone",
        "https://github.com/spontaneousai/job-hunt-copilot",
        "~/.claude/skills/job-hunt-copilot"
      ]
    }
  ]
}

Continue はマップではなくサーバーオブジェクトの配列を使用。

~/.config/zed/settings.json

{
  "context_servers": {
    "job-hunt-copilot-skill": {
      "command": {
        "path": "git",
        "args": [
          "clone",
          "https://github.com/spontaneousai/job-hunt-copilot",
          "~/.claude/skills/job-hunt-copilot"
        ]
      }
    }
  }
}

context_servers に追加。保存時に Zed がホットリロード。

claude mcp add job-hunt-copilot-skill -- git clone https://github.com/spontaneousai/job-hunt-copilot ~/.claude/skills/job-hunt-copilot

ワンライナー。claude mcp list で確認、claude mcp remove で削除。

ユースケース

実用的な使い方： job-hunt-copilot

Tailor your resume to a specific JD without starting over

👤 Job seekers who send 5+ applications a week ⏱ ~15 min beginner

使うタイミング： You found a role, you have a base resume, you don't want to rewrite from scratch.

前提条件

Project library set up — Follow SKILL.md to populate projects.md with detailed project notes once
Skill installed — git clone https://github.com/spontaneousai/job-hunt-copilot ~/.claude/skills/job-hunt-copilot

フロー

Paste the JD

Use job-hunt-copilot. Here's the JD: [...]. Tailor my resume to it using my project library.✓ コピーしました

→ Resume with bullets reshuffled and reworded to match JD keywords — without inventing experience
Verify honesty

Show me any bullet where the framing is a stretch from my actual project notes.✓ コピーしました

→ Flags for review, not a clean 'all good'
Export

Save as resume-acme-senior-pm.md and also convert to PDF.✓ コピーしました

→ File saved with clean filename

結果： A tailored resume per role in ~10 minutes, same facts, different emphasis.

注意点

Hallucinated accomplishments — Always use the honesty-check step; your project library is the source of truth

組み合わせ： filesystem

Generate a 2-minute 'tell me about yourself' pitch for a role

👤 Interviewees preparing for first-round screens ⏱ ~20 min beginner

使うタイミング： You have a screen in 24 hours.

フロー

Align pitch to JD

Use job-hunt-copilot. Write my 2-min pitch for this role [JD]. Emphasize the projects that map to their top 3 requirements.✓ コピーしました

→ Script with natural flow, not a resume readout
Practice variants

Now give me a 45-second version and a 5-minute version.✓ コピーしました

→ Three lengths, same core

結果： A pitch that sounds like you, tuned to the role.

注意点

Sounding robotic — Read aloud; trim anything that feels LinkedIn-flavored

Run a mock interview for a specific role

👤 Candidates with a real interview soon ⏱ ~45 min intermediate

使うタイミング： You want to rehearse the likely questions.

フロー

Set up the role context

Use job-hunt-copilot. Act as a hiring manager for this role [JD] doing a behavioral interview. Ask me questions one at a time.✓ コピーしました

→ One question, waits for answer, then probes
Get feedback

After we finish, critique my answers — structure, specificity, signal.✓ コピーしました

→ Per-answer feedback with improvement hooks

結果： A rehearsed set of stories for the interview.

注意点

Mock becomes chummy and doesn't probe — Tell Claude to be skeptical and ask follow-up 'why' questions

組み合わせ

他のMCPと組み合わせて10倍の力を

job-hunt-copilot-skill + filesystem

Keep a structured folder per role: JD, resume version, pitch, notes

For every new role, create jobs/<company>/<role>/ with JD, resume, pitch, and interview notes.✓ コピーしました

ツール

このMCPが提供する機能

ツール	入力	呼び出すタイミング
tailor_resume	JD, base resume, project library	Per role application
pitch_script	JD, focus projects	Before a screen
mock_interview	role type, rounds	Rehearsal
honesty_check	resume draft	After tailoring, before sending

コストと制限

運用コスト

APIクォータ: None
呼び出しあたりのトークン: Modest per role; the library doc is the biggest token cost
金額: Free
ヒント: Keep projects.md well-organized — smaller, dense entries beat long narratives.

セキュリティ

権限、シークレット、影響範囲

認証情報の保管： None

データ送信先： Project library and JDs sent to Claude API

Don't put current-employer confidential information into your project library. Your own accomplishments are fair game; their trade secrets aren't.

トラブルシューティング

よくあるエラーと対処法

Tailored resume invents claims

Your project library may be too sparse; expand it so tailoring has real material to pull from

確認： Open projects.md and check each entry has metrics and details

Pitch sounds LinkedIn-y

Prompt for 'natural spoken words, not buzzwords'; read aloud

代替案

job-hunt-copilot 他との比較

代替案	代わりに使う場面	トレードオフ
ChatGPT + manual tailoring	One-off applications	No persistent library; you repeat yourself
Teal / JobScan	Keyword matching only	No narrative tailoring

その他

リソース

📖 GitHub の公式 README を読む

🐙 オープンな issue を見る

🔍 400以上のMCPサーバーとSkillsを見る