Q_Intelli

Riyaverma17060/Q_Intelli

3.1

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Q-Intelli is a real-time queue management and virtual token reservation system designed for efficient crowd handling during emergencies and daily operations.

Q-Intelli: MCP Server & Smart Queue Helper

Welcome to Q-Intelli, a real-time queue management and virtual token reservation system designed for efficient crowd handling during emergencies and daily operations.

This project was built as part of the Puch AI Hackathon and consists of:

  • MCP Server: A Flask-based server exposing APIs for virtual token reservation and advice.
  • Queue Helper GUI: A Python Tkinter desktop application to interact with the server, scan queue types, and reserve virtual tokens.

Features

  • Secure API key-protected server for managing virtual reservations.
  • Intelligent wait time estimation based on queue type and urgency.
  • Real-time token generation with countdown.
  • Heatmap visualization for crowd density insights.
  • Easy-to-use GUI for quick interaction without technical knowledge.

Usage

  1. Run the MCP server ('mcp_server.py') locally or deploy on a public server.
  2. Launch the GUI ('queue_identifier.py'), connect to the server, and reserve tokens.
  3. Share your virtual tokens to manage queues efficiently.

Tech Stack

  • Python 3.8+
  • Flask (for MCP Server)
  • Tkinter (for GUI)
  • Requests (HTTP client)
  • JSON for data persistence