An interactive MERN stack quiz platform designed for confidence-based learning, allowing teachers to manage quizzes and classrooms, and students to assess themselves intelligently.
🔗 Frontend: https://sure-score.vercel.app
🔗 Backend API: https://surescore.onrender.com
SureScore provides a smarter way to learn and test — by not only evaluating answers but also considering how confident the student was.
It’s designed to bring insightful analytics to both students and educators.
- Create and manage classrooms
- Create time-bound quizzes (MCQ & True/False)
- View detailed performance analytics
- Auto-submission when students leave tab or timer expires
- Join classrooms using unique codes
- Attempt quizzes within the time limit
- Mark confidence (1–5) for each answer
- View detailed analysis & feedback reports
- JWT-based authentication
- Confidence-based performance evaluation
- Real-time score computation and storage
- MongoDB database with optimized schema
- Secure REST APIs using Express.js
- Future ML model integration for adaptive analysis
| Layer | Technology |
|---|---|
| Frontend | React.js, TypeScript, Axios, TailwindCSS |
| Backend | Node.js, Express.js |
| Database | MongoDB (Mongoose ODM) |
| Authentication | JWT (Access + Refresh Tokens) |
| Deployment | Vercel (Frontend), Render (Backend) |
- Node.js ≥ 18
- MongoDB Atlas / Local MongoDB
# 1. Clone the repository
git clone https://github.com/garvit65/SureScore.git
cd SureScore
# 2. Backend setup
cd backend
npm install
npm run dev # or npm start
# 3. Frontend setup
cd ../frontend
npm install
npm run devThen open http://localhost:5173 to access the app.
- Machine Learning-based performance insights
- Question tagging & difficulty prediction
- Student growth trend visualization
- Admin dashboard for institution-level analytics
Garvit
🔗 Connect with me:
If you like this project, don’t forget to ⭐ star the repo and share feedback!