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MCP Resume & Email Assistant

MCP Resume & Email Assistant

MCP Resume & Email Assistant

This is a Model Context Protocol (MCP) server that provides the following features:

  1. Resume Parsing: Parse and extract information from your resume to answer questions about your professional experience.

  2. Email Notifications: Send email notifications with customizable recipient, subject, and body.

  3. Next.js Frontend: A beautiful, responsive UI for interacting with the MCP server.

  4. GitHub Pages Deployment: The frontend is configured for easy deployment to GitHub Pages.

Live Demo

Check out the live demo at: https://ThambimuthuAnush24.github.io/mcp-server

Related MCP server: CV Email MCP Server

Project Structure

mcp-server/
├── src/
│   ├── index.ts           # Main MCP server implementation
│   ├── localClient.ts     # Test client for local development
│   ├── services/
│   │   ├── emailService.ts # Email service implementation
│   │   └── resumeService.ts # Resume parsing service
├── frontend/              # Next.js frontend application
│   ├── src/
│   │   ├── app/           # Next.js app directory
│   │   │   ├── api/       # API routes
│   │   │   ├── layout.tsx # Main layout
│   │   │   └── page.tsx   # Main page
│   │   ├── components/    # React components
│   │   └── utils/         # Utility functions
├── .vscode/
│   └── mcp.json           # VS Code MCP integration
├── .env                   # Environment variables (not committed)
├── package.json           # Project dependencies
└── tsconfig.json          # TypeScript configuration

Features

  • 📄 Resume Parser: Upload and analyze resumes with intelligent extraction

  • 📧 Email Sender: Create and send professional emails with ease

  • 💬 AI Assistant: Get intelligent answers to questions about your resume and career

  • 🎨 Beautiful UI: Modern glass-morphism design with animations and responsive layout

  • 🚀 GitHub Pages Deployment: Easy deployment to GitHub Pages

Technologies Used

  • Next.js 14: For the frontend with static export support

  • TypeScript: For type-safe code

  • Tailwind CSS: For beautiful, responsive styling

  • Model Context Protocol (MCP): For AI-powered features

  • GitHub Pages: For deployment

Prerequisites

  • Node.js v18 or higher

  • npm or yarn

  • Git

Setup Instructions

For Backend Development

  1. Clone this repository

  2. Install dependencies:

    npm install
  3. Create a .env file in the root directory with your email configuration

  4. Build the project:

    npm run build
  5. Start the server:

    npm start

For Frontend Development

  1. Navigate to the frontend directory:

    cd frontend
  2. Install dependencies:

    npm install
  3. Start the development server:

    npm run dev
  4. Open http://localhost:3000 in your browser

GitHub Pages Deployment

This project is configured for deployment on GitHub Pages. Follow these steps to deploy:

  1. Make sure you've pushed your code to GitHub:

    git add .
    git commit -m "Ready for GitHub Pages deployment"
    git push origin main
  2. Run the deployment script:

    cd frontend
    npm run deploy

This will:

GitHub Pages Mode

When running on GitHub Pages, the application automatically detects the environment and uses mock data instead of trying to call backend APIs that wouldn't be available in a static deployment.

MCP Tools Provided

  1. parseResume

    • Parses a resume from text or PDF

    • Parameters:

      • text (optional): Plain text resume content

      • fileContent (optional): Base64-encoded PDF content

      • fileName (optional): Name of the PDF file

  2. queryResume

    • Queries parsed resume data

    • Parameters:

      • query: The question to ask about the resume

      • context (optional): Previous conversation history

  3. sendEmail

    • Sends an email

    • Parameters:

      • to: Recipient email address

      • subject: Email subject

      • body: Email content

Local Development

Local Testing

The backend includes a local client for testing MCP tools:

npm run test:local

Debugging

For debugging the MCP server:

  1. Run in development mode:

    npm run dev
  2. Check the console logs for any errors.

  3. For frontend debugging, use the browser's developer tools.

License

MIT

Available Tools

3 tools
parseResumeParse ResumeC

Parse a resume file to extract information

Inputs: resumeText (required).

queryResumeQuery ResumeC

Ask a question about the resume content

Inputs: question (required).

sendEmailSend EmailB

Send an email notification with customizable recipient, subject, and body

Inputs: to (required), body (required), subject (required).

Tool Schema Changelog

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

Loading tool schema changelog…

    TDQS

    A3.5/5.0

    Scored across 3 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: parseResume for extracting data, sendEmail for sending notifications, and queryResume for asking questions. No overlap or ambiguity.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern in camelCase (parseResume, sendEmail, queryResume), making it predictable for agents to understand their actions.

    Tool Count5/5

    With three tools, the server is well-scoped for its stated purpose of resume parsing and email assistance. Neither too sparse nor excessive.

    Completeness4/5

    The tool set covers the core workflow: parse a resume, query it, and send email. Missing features like updating or deleting resume data, but the surface is functional for its focused domain.

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