User: "Help me design a sustainable Mars colony infrastructure"
AI: Generic response about Mars colonization basics

User: "Help me design a sustainable Mars colony infrastructure"
MKP: Activating space engineering expertise, systems thinking patterns,
     sustainability frameworks, and infrastructure design methodologies
AI: Comprehensive analysis covering life support systems, resource utilization,
    radiation shielding, psychological factors, supply chain logistics,
    and scalable expansion protocols with specific engineering solutions

# Clone the repository
git clone https://github.com/PublikPrinciple/mkp-mcp-server.git
cd mkp-mcp-server

# Install dependencies
npm install

# Build the server
npm run build

# Test the installation
npm start

{
  "mcpServers": {
    "mkp": {
      "command": "node",
      "args": ["/path/to/mkp-mcp-server/dist/index.js"],
      "env": {}
    }
  }
}

# Install globally
npm install -g mkp-mcp-server

# Add to MCP config
{
  "mcpServers": {
    "mkp": {
      "command": "mkp-mcp-server"
    }
  }
}

{
  "user_input": "I need to build a high-frequency trading system",
  "user_profile": "{\"experience\": \"senior\", \"domain\": \"fintech\"}"
}

MKP System Activated Successfully

Input Analysis:
- Input Length: 52 characters
- Processing Time: 127.3ms
- Complexity: high

Processing Results:
- Knowledge Gaps Detected: 3
- MCPs Generated: 2
- Enhanced Capabilities: financial systems expertise, algorithmic trading patterns, 
  risk management frameworks

Status: Cognitive capabilities enhanced for this conversation.

System Health: HEALTHY
Active Connections: 5
Processing Capacity: 92%
Last Update: 2024-01-15T10:30:45.123Z

Module Status:
- Reasoning Engine: ✅ Online
- Knowledge Base: ✅ Online  
- Context Processor: ✅ Online
- Enhancement Layer: ✅ Online

{
  "context": "User is asking about implementing microservices with event sourcing for a fintech application handling millions of transactions daily..."
}

Context Type: technical-architectural
Complexity Level: 9/10
Key Topics: microservices, event-sourcing, fintech, scalability
Recommended Approach: systematic-breakdown

Knowledge Gaps Identified:
- Event sourcing implementation patterns
- Financial transaction processing
- Microservices orchestration

{
  "domain": "aerospace-engineering",
  "task": "spacecraft thermal protection system design"
}

// Activate MKP for enhanced responses
await callTool('mkp_trigger_conversation', {
  user_input: userMessage
});

// Activate financial expertise
await callTool('mkp_enhance_cognition', {
  domain: 'quantitative-finance',
  task: 'portfolio optimization algorithm'
});

// Analyze technical documentation
await callTool('mkp_analyze_context', {
  context: technicalDocument
});

// Check system health
const status = await callTool('mkp_get_system_status', {});
console.log('MKP Status:', status);

┌─────────────────────────────────────────┐
│            MCP Interface Layer          │
│  ┌─────────────────────────────────────┐ │
│  │     Tool Definitions & Schemas      │ │
│  └─────────────────────────────────────┘ │
└─────────────────────────────────────────┘
                    │
┌─────────────────────────────────────────┐
│           MKP System Core               │
│  ┌─────────────┐  ┌─────────────────────┐│
│  │ Conversation│  │    Enhancement      ││
│  │  Analyzer   │  │     Modules         ││
│  └─────────────┘  └─────────────────────┘│
│  ┌─────────────┐  ┌─────────────────────┐│
│  │   Context   │  │     Knowledge       ││
│  │ Processor   │  │       Base          ││
│  └─────────────┘  └─────────────────────┘│
└─────────────────────────────────────────┘
                    │
┌─────────────────────────────────────────┐
│         Enhancement Layer               │
│  ┌─────────────┐  ┌─────────────────────┐│
│  │   Domain    │  │    Reasoning        ││
│  │ Expertise   │  │    Patterns         ││
│  └─────────────┘  └─────────────────────┘│
└─────────────────────────────────────────┘

Input: "Help me design a quantum computer"
│
├── Length Analysis: 35 characters → medium complexity
├── Keyword Extraction: ["quantum", "computer", "design"]
├── Domain Classification: "quantum-computing"
├── Complexity Assessment: 8/10
└── Enhancement Strategy: "activate quantum physics expertise"

Domain: "quantum-computing"
│
├── Quantum Physics Principles
├── Computer Architecture Knowledge  
├── Materials Science Understanding
├── Cryogenic Systems Expertise
└── Error Correction Algorithms

Before MKP: "Quantum computers use qubits instead of bits..."
After MKP:  "Quantum computer design requires careful consideration of:
            - Qubit implementation (superconducting, trapped ion, photonic)
            - Decoherence mitigation strategies
            - Error correction codes (surface codes, color codes)
            - Cryogenic infrastructure for millikelvin operation
            - Control electronics and classical processing interface
            - Scalability considerations for fault-tolerant operation..."

# Activate for Mars mission planning
mkp_enhance_cognition --domain "aerospace-engineering" --task "mars-habitat-design"

# Enhance for trading system design
mkp_enhance_cognition --domain "quantitative-finance" --task "hft-algorithm"

# Activate for gene therapy research
mkp_enhance_cognition --domain "biotechnology" --task "crispr-optimization"

# Enhance for smart city planning
mkp_enhance_cognition --domain "urban-planning" --task "sustainable-infrastructure"

# Clone and setup
git clone https://github.com/PublikPrinciple/mkp-mcp-server.git
cd mkp-mcp-server
npm install

# Start in development mode
npm run dev

# Run tests
npm test

# Build for production
npm run build

mkp-mcp-server/
├── src/
│   ├── index.ts              # Main MCP server
│   ├── mkp-system.ts         # Core MKP logic
│   ├── tools/                # Individual tool implementations
│   └── types/                # TypeScript type definitions
├── dist/                     # Compiled JavaScript
├── tests/                    # Test suites
├── docs/                     # Additional documentation
└── examples/                 # Usage examples

# Check Node.js version
node --version  # Should be 18+

# Verify build
npm run build

# Check for errors
npm start

# Verify MCP configuration
cat ~/.claude/mcp_servers.json

# Restart Claude Code
# Reload MCP servers

# Check system status
mkp_get_system_status

# Verify domain spelling
mkp_get_capabilities