job-hunt-copilot MCP — 使用场景, 安装 & 实时演示

为什么要用

核心特性

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

实时演示

实际使用效果

job-hunt-copilot-skill.replay ▶ 就绪

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安装

选择你的客户端

~/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
    }
  }
}

打开 Claude Desktop → Settings → Developer → Edit Config。保存后重启应用。

~/.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 使用与 Claude Desktop 相同的 mcpServers 格式。项目级配置优先于全局。

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
    }
  }
}

点击 Cline 侧栏中的 MCP Servers 图标，然后选 "Edit Configuration"。

~/.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
    }
  }
}

格式与 Claude Desktop 相同。重启 Windsurf 生效。

~/.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 使用服务器对象数组，而非映射。

~/.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"
        ]
      }
    }
  }
}

加入 context_servers。Zed 保存后热重载。

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

一行命令搞定。用 claude mcp list 验证，claude mcp remove 卸载。

使用场景

实战用法： job-hunt-copilot

Tailor your resume to a specific JD without starting over

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

何时使用： You found a role, you have a base resume, you don't want to rewrite from scratch.

前置条件

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

步骤

Paste the JD

Use job-hunt-copilot. Here's the JD: [...]. Tailor my resume to it using my project library.✓ 已复制

→ 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.✓ 已复制

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

Save as resume-acme-senior-pm.md and also convert to PDF.✓ 已复制

→ File saved with clean filename

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

注意事项

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

搭配使用： filesystem

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

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

何时使用： You have a screen in 24 hours.

步骤

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.✓ 已复制

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

Now give me a 45-second version and a 5-minute version.✓ 已复制

→ Three lengths, same core

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

注意事项

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

何时使用： You want to rehearse the likely questions.

步骤

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.✓ 已复制

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

After we finish, critique my answers — structure, specificity, signal.✓ 已复制

→ Per-answer feedback with improvement hooks

结果： A rehearsed set of stories for the interview.

注意事项

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

组合

与其他 MCP 搭配，撬动十倍杠杆

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.✓ 已复制

工具

此 MCP 暴露的能力

工具	输入参数	何时调用
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

成本与限制

运行它的成本

API 配额: None
每次调用 Token 数: Modest per role; the library doc is the biggest token cost
费用: Free
提示: Keep projects.md well-organized — smaller, dense entries beat long narratives.

安全

权限、密钥、影响范围

凭据存储： None

数据出站： 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.

故障排查

常见错误与修复

Tailored resume invents claims

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

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

Pitch sounds LinkedIn-y

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

替代方案

job-hunt-copilot 对比其他方案

替代方案	何时用它替代	权衡
ChatGPT + manual tailoring	One-off applications	No persistent library; you repeat yourself
Teal / JobScan	Keyword matching only	No narrative tailoring

job-hunt-copilot

为什么要用

核心特性

实时演示

实际使用效果

安装

选择你的客户端

使用场景

实战用法： job-hunt-copilot

Tailor your resume to a specific JD without starting over

前置条件

步骤

注意事项

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

步骤

注意事项

Run a mock interview for a specific role

步骤

注意事项

组合

与其他 MCP 搭配，撬动十倍杠杆

工具

此 MCP 暴露的能力

成本与限制

运行它的成本

安全

权限、密钥、影响范围

故障排查

常见错误与修复

替代方案

job-hunt-copilot 对比其他方案

更多

资源