rajg1011/Resume-MCP-Server

Resume MCP Server 📄

A smart Model Context Protocol (MCP) server that work as a resume and give answer for you based on your resume and job description. It also helps you analyze job fits, tailor resumes, and prepare for interviews using AI. Just feed it your resume and job descriptions - the AI does the rest!

What it does

• Resume: Give you detailed information on basis of your resume
• Job Matching: Compare your resume against any job description to see how well you fit
• Resume Tailoring: Generate customized versions of your resume for specific jobs
• Interview Prep: Get practice questions and talking points based on the job requirements
• Resume Summaries: Create brief or detailed summaries in different formats

Quick Start

1. Install dependencies

   npm install
   

2. Add your resume

   Put your resume data in src/data/resume.json:

   {
     "personalInfo": {
       "name": "John Doe",
       "email": "john.doe@example.com",
       "location": "San Francisco, CA"
     },
     "summary": "Experienced full-stack software engineer with 5+ years...",
     "experience": [
       {
         "company": "Tech Solutions Inc.",
         "position": "Senior Software Engineer",
         "duration": "2022 - Present"
       }
     ],
     "skills": {
       "technical": ["JavaScript", "TypeScript", "Python"],
       "frameworks": ["React", "Node.js", "Express"]
     },
     "projects": [
       {
         "name": "E-commerce Platform",
         "technologies": ["React", "Node.js", "PostgreSQL"]
       }
     ]
   }
   

   You can find the full format in src/data/resume.json.

3. Build the Server

   npm run build
   

4. Connect to Claude Desktop

Add this MCP server to your Claude Desktop configuration:

On macOS: Edit ~/Library/Application Support/Claude/claude_desktop_config.json

On Windows: Edit %APPDATA%/Claude/claude_desktop_config.json

Add your server configuration:

{
  "mcpServers": {
    "resume-server": {
      "command": "node",
      "args": ["path/to/your/resume-mcp-server/build/index.js"]
    }
  }
}

Replace path/to/your/resume-mcp-server with the actual path to your project directory.

5. Restart Claude Desktop

After updating the configuration, restart Claude Desktop to load your MCP server.

How to use it

Once running, your AI assistant can use these tools:

🎯 analyze-job-fit

Paste any job description and get an honest assessment of how well you match.

"Hey, can you analyze how well I fit this Software Engineer role at Google?"

📝 format-resume

Get a tailored version of your resume optimized for a specific job.

"Can you reformat my resume for this Data Scientist position?"

🎤 prepare-interview

Get interview questions, STAR stories, and talking points for any role.

"Help me prepare for an interview at Netflix for this Product Manager role"

📋 get-resume-summary

Generate summaries in different formats (brief, detailed, bullet points).

"Give me a brief summary of my resume"

What makes it smart

The server uses MCP resources to give the AI full access to your resume data. When you ask for job analysis, the AI:

1. Reads your complete resume automatically
2. Analyzes the job requirements
3. Finds skill matches and gaps
4. Gives personalized advice

No copy-pasting needed - the AI knows your background!

File Structure

.
├── node_modules/
├── src/
│   ├── data/
│   │   └── resume.json
│   ├── handlers/
│   │   ├── resources.ts
│   │   └── tools.ts
│   ├── utils/
│       ├── content.ts
│       ├── generateResumeSummary.ts
│       ├── loadResume.ts
│       └── types/
│           ├── interfaces.ts
│           └── index.ts
├── .gitignore
├── package.json
├── package-lock.json
├── README.md
└── tsconfig.json

Example Conversations

Job Analysis:

"Can you check if I'm a good fit for this React Developer role?"

AI analyzes your resume → "You're a strong match! Your 3 years of React experience aligns well, plus your Node.js background covers the backend requirements..."

Resume Tailoring:

"Rewrite my resume for this AI/ML Engineer position"

AI reads your background → Emphasizes your Python skills, highlights relevant projects, adds ML keywords naturally

Interview Prep:

"Help me prepare for a senior developer interview at Stripe"

AI creates custom questions based on your experience level and Stripe's requirements

Requirements

• Node.js 18+
• An AI assistant that supports MCP (like Claude)

Contributing

Found a bug or want to add features? PRs welcome! This is a simple project - most logic is in the AI prompts, not complex code.

Built with ❤️ by Raj Gupta