MCP Clinic Bot MCP Server — Cursor MCP Integration
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    MCP Clinic Bot MCP Server

    April 15, 2026
    4 copies

    AI-powered medical clinic chatbot using Model Context Protocol (MCP) with Google Gemini AI. Features appointment management, clinic information retrieval via ChromaDB vector search, and a responsive React frontend. Built with Node.js, MongoDB, and MCP Server architecture.

    Description

    🏥 CareWell Medical Clinic ChatBot

    An AI-powered medical clinic chatbot built with Model Context Protocol (MCP) that provides intelligent appointment management and clinic information retrieval through a modern, responsive interface.

    ✨ Features

    • Smart Appointment Management: Book, check, update, and cancel appointments
    • Intelligent Information Retrieval: ChromaDB-powered vector search for clinic information
    • 24/7 Availability: AI assistant available round the clock
    • Mobile-First Design: Fully responsive interface with mobile optimization
    • Real-time Chat: Instant responses with typing indicators
    • Function Tracking: Visual indicators showing which AI functions were used
    • Error Handling: Graceful error handling with user-friendly messages

    🚀 Tech Stack

    Frontend

    • React 19 - Modern UI library
    • Vite - Fast build tool and dev server
    • TailwindCSS - Utility-first CSS framework
    • Lucide React - Beautiful icon library
    • Responsive Design - Mobile-first approach

    Backend

    • Node.js - Runtime environment
    • Express.js - Web framework
    • MongoDB - Database for appointment storage
    • ChromaDB - Vector database for clinic information
    • Model Context Protocol (MCP) - AI agent communication protocol

    AI & ML

    • Google Gemini AI - Large language model
    • MCP Server - Tool execution and management
    • Vector Search - Semantic information retrieval

    📋 Prerequisites

    • Node.js (v18 or higher)
    • MongoDB (local or cloud instance)
    • Google Gemini API key
    • npm or yarn package manager

    🛠️ Installation & Setup

    1. Clone the Repository

    git clone https://github.com/sankett13/MCP-Clinic-Bot.git
    cd MCP-Clinic-Bot
    

    2. Backend Setup

    cd backend
    npm install
    

    Create a .env file in the backend directory:

    GEMINI_API_KEY=your_gemini_api_key
    MONGODB_URI=mongodb://localhost:27017/clinic_chatbot
    PORT=5000
    

    3. Frontend Setup

    cd fron
    
    Visit

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