RitwikaaBanerjee/mcp-startup-generator

🚀 AI-Powered Dynamic Startup Idea Generator - MCP Server

🏆 Hackathon Submission

• Team: Puch pioneers
• Project: Dynamic Startup Idea Generator MCP Server
• Category: AI/ML Tools & Productivity

💡 Project Overview

An intelligent MCP (Model Context Protocol) server that generates comprehensive startup ideas and business plans for ANY concept or noun provided by users. Unlike traditional static generators, this tool uses dynamic algorithms to create relevant, creative, and actionable startup concepts.

🎯 Problem Solved

• Generic Startup Ideas: Most idea generators provide generic, templated responses
• Limited Scope: Existing tools only work for specific industries or concepts
• Lack of Execution Plans: Ideas without actionable business strategies
• No AI Integration: Missing modern AI-powered personalization

🔧 Solution Features

🧠 Dynamic AI-Powered Generation

• Works with ANY noun/concept (not just predefined categories)
• Generates unique startup names using intelligent patterns
• Creates concept-specific problems and solutions
• Provides relevant tech stacks for each industry

📈 Comprehensive Business Plans

• 3-Phase Execution Strategy (MVP → Growth → Scale)
• Revenue Models tailored to each concept
• Target Market Analysis
• Next Steps & Action Items
• Innovation Opportunities

🛠️ Additional Tools

• Job Finder: AI-powered job search and analysis
• Image Processing: Convert images to black & white
• Authentication: Secure bearer token validation

🏗️ Technical Architecture

┌─────────────────┐    ┌──────────────────┐    ┌─────────────────┐
│   Puch AI       │◄──►│   MCP Server     │◄──►│   ngrok Tunnel  │
│   (Client)      │    │   (FastMCP)      │    │   (Public URL)  │
└─────────────────┘    └──────────────────┘    └─────────────────┘
                              │
                              ▼
                       ┌──────────────────┐
                       │  Dynamic Startup │
                       │  Idea Generator  │
                       │     Engine       │
                       └──────────────────┘

Tech Stack:

• Backend: Python, FastMCP, asyncio
• Authentication: Bearer Token with RSA encryption
• AI/ML: Dynamic algorithm generation using hashlib for consistency
• Deployment: ngrok for public access
• Integration: MCP protocol for seamless AI assistant connection

🚀 How It Works

1. User Input: Provides any noun/concept (e.g., "chocolate", "music", "education")
2. Dynamic Processing: Algorithm generates concept-specific startup elements
3. Intelligent Naming: Creates unique startup names using pattern matching
4. Business Plan Generation: Produces comprehensive startup strategy
5. Consistent Results: Same input always generates same creative output

📊 Example Outputs

Input: "chocolate"

🚀 STARTUP IDEA: CHOCOLATEAI

💡 Tagline: Revolutionizing chocolate through AI and community
🎯 Problem: Consumers can't verify chocolate quality, origin, or ethical sourcing
🔧 Solution: AI-powered platform that personalizes chocolate recommendations using machine learning
⭐ Unique Value: First AI-powered chocolate platform combining personalization with community engagement
🛠️ Tech Stack: React/Next.js, Python/FastAPI, PostgreSQL, Redis, AI/ML, Computer Vision, IoT sensors
💰 Revenue Model: Freemium subscriptions, chocolate marketplace commissions, premium features

Input: "music"

🚀 STARTUP IDEA: MUSICHUB

💡 Tagline: Revolutionizing music through AI and community  
🎯 Problem: The music industry lacks personalization and modern technology
🔧 Solution: Community marketplace connecting music enthusiasts with experts and products
⭐ Unique Value: First AI-powered music platform combining personalization with community engagement

🎯 Innovation & Impact

Technical Innovation:

• Universal Concept Processing: Works with unlimited vocabulary
• Consistent Creativity: Deterministic yet creative output using hash-based selection
• MCP Protocol Integration: Seamless AI assistant connectivity
• Real-time Generation: Instant startup idea creation

Business Impact:

• Democratizes Entrepreneurship: Anyone can get professional startup ideas
• Accelerates Innovation: Reduces time from idea to business plan
• Educational Tool: Teaches startup fundamentals through examples
• Community Building: Connects entrepreneurs with similar interests

🛠️ Setup & Installation

# Clone repository
git clone https://github.com/YOUR_USERNAME/mcp-startup-generator
cd mcp-startup-generator

# Setup environment
uv venv
uv sync
source .venv/bin/activate

# Configure environment variables
cp .env.example .env
# Edit .env with your AUTH_TOKEN and MY_NUMBER

# Run MCP server
cd mcp-bearer-token
python3 mcp_starter.py

# Start ngrok tunnel (new terminal)
ngrok http 8086

# Connect to Puch AI
/mcp connect https://YOUR_NGROK_URL/mcp YOUR_AUTH_TOKEN

🧪 Testing

Try these commands in Puch AI:

Generate a startup idea for coffee
Create a startup plan for fitness  
Startup idea for blockchain
Generate a startup idea for education

🏆 Hackathon Achievements

• ✅ Fully Functional MCP Server with 4 integrated tools
• ✅ Dynamic AI Algorithm supporting unlimited concepts
• ✅ Professional Business Plans with execution strategies
• ✅ Seamless Integration with Puch AI assistant
• ✅ Scalable Architecture ready for production deployment
• ✅ Comprehensive Documentation and setup guides

🚀 Future Roadmap

• Industry-Specific Templates: Specialized generators for tech, healthcare, etc.
• Market Research Integration: Real-time market data and competitor analysis
• Collaboration Features: Team-based startup planning tools
• Investment Matching: Connect ideas with potential investors
• Success Tracking: Monitor startup progress and milestones

📞 Contact

• Developer: Prashant Kumar && Ritwika Bandyopadhyay
• Phone: +91 8148959057 && +91 8509650077
• Project: Dynamic Startup Idea Generator MCP Server

Built with ❤️ for the MCP Hackathon - Empowering entrepreneurs with AI-powered startup ideas! 🚀