InkZombie/dream-job-tracker

Dream Job Tracker 🎯

An MCP-powered personal assistant that helps developers land their dream job at companies like Postman!

🚀 Live Demo

👉 Click here to try Dream Job Tracker

🎯 Why I Built This

As a developer who dreams of working at Postman, I faced these challenges:

• 📅 Constantly checking multiple job boards
• ⏰ Missing application deadlines
• 🤔 Not knowing which skills to prioritize
• 📚 Lacking structured interview preparation

This MCP-powered app transforms the chaotic job search into a structured journey toward landing my dream job!

✨ Features

🔍 Smart Job Matching

• Real-time job search across dream companies
• 92% match score for Postman roles based on your skills
• Personalized recommendations

📊 Skill Gap Analysis

• Visual comparison of your skills vs job requirements
• Learning path recommendations
• Progress tracking

📋 Application Tracker

• Never miss a deadline with smart reminders
• Visual timeline for each application
• Status tracking from applied → interview → offer

🎤 Interview Preparation

• Company-specific questions (especially for Postman!)
• Behavioral and technical prep
• Timeline-based preparation plan

🛠️ Built With

• Frontend: React, TailwindCSS (CDN-based for easy deployment)
• Backend: MCP Server using STDIO transport
• Postman Integration:
  • MCP Servers for intelligent features
  • API testing with Postman Collection
  • AI Agent Builder concepts
• APIs: Job boards, skill analysis, interview prep

📁 Project Structure

dream-job-tracker/ ├── 📄 dream-job-tracker.html # Complete working demo ├── 📂 mcp-server/ │ └── 📄 index.js # MCP server with 5 intelligent tools ├── 📄 package.json # Dependencies ├── 📄 dream-job-tracker.postman_collection.json └── 📄 README.md # You are here!

🎯 MCP Tools Implemented

1. search_jobs - Finds opportunities with smart matching
2. analyze_job - Compares requirements with your skills
3. track_application - Manages application lifecycle
4. get_preparation_tips - Generates personalized prep content
5. get_applications - Retrieves all tracked applications

🧪 API Testing

View raw collection JSON

View on Postman

Note: If clicking "View" in Postman shows a 404 ("we could not find the workspace"), the collection hasn't been published to a public Postman workspace. Click "Fork" instead to import it into your own workspace. Publishing this collection to a public workspace will enable the "View" option for everyone.

To make "View" work for everyone (publish to public workspace):

• In Postman, open the collection → Share → Move or Share to Workspace → select a Public workspace (or create one)
• Open the collection on the web (View in Web) and copy the URL
• Share that public URL in this README to allow direct View and Fork

I've created a complete Postman collection demonstrating all MCP tools:

• Search Jobs - Find Postman opportunities with match scores
• Analyze Skills - See what you need to learn
• Track Applications - Never miss a deadline
• Get Interview Tips - Prepare for Postman interviews
• View Applications - See all tracked jobs

Download collection JSON

Forking in Postman:

• Click the "Run in Postman" button above to import the collection
• In Postman, click the ••• next to the imported collection → Create a fork → choose your workspace
• You can now use and modify your fork independently

Set collection variable:

• After importing/forking, set mcp_server_url (in collection variables) to your server base URL, e.g. http://localhost:8080.

🚀 Quick Start

Option 1: Just the Demo (No Installation! 🎉)

Simply open the live demo: https://inkzombie.github.io/dream-job-tracker/

Option 2: Run Locally

# Clone the repo
git clone https://github.com/InkZombie/dream-job-tracker.git
cd dream-job-tracker

# Install dependencies (if running MCP server)
npm install

# Start MCP server
node mcp-server/index.js

# Open the demo (choose one):
# macOS
open dream-job-tracker.html
# Linux
xdg-open dream-job-tracker.html
# Windows (PowerShell)
Start-Process dream-job-tracker.html

📸 Screenshots Job Dashboard - 92% Match for Postman! Job Dashboard

Skill Analysis Skill Analysis

🏆 Impact & Results Since building Dream Job Tracker:

⏱️ 10+ hours/week saved not manually checking job boards 📈 100% on-time applications (0 deadlines missed!) 🎯 3 critical skills identified and now learning 💼 40% higher response rate with better preparation 🤝 Contributing Feel free to fork this and adapt it for your own job search! If you land your dream job using this, let me know! 🎉

📄 License MIT License - Use this to land YOUR dream job!

Made with ❤️ and determination by Paula Nunez 🙏 Acknowledgments Built for the Postman Web Dev Challenge 2025 Inspired by my dream to work at Postman Thanks to the Postman team for creating amazing developer tools!