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README

🎭 Clueo MCP Server

The AI Personality Layer for Model Context Protocol

Transform any MCP-compatible AI with rich, consistent personalities powered by Clueo's Big Five personality engine.

🌟 What is Clueo MCP?

Clueo MCP Server brings AI personality injection to the Model Context Protocol ecosystem. Instead of generic AI responses, get personalities that are:

  • 🎯 Consistent: Same personality across all your AI tools
  • 🔧 Customizable: Big Five traits (1-10 scale) for precise control
  • 📚 Ready-to-use: 8 curated personality presets
  • ⚡ Fast: Local MCP server, cloud personality engine
  • 🔐 Secure: Optional API key authentication

🚀 Quick Start

Prerequisites

  • Node.js 18+
  • An MCP-compatible client (Claude Desktop, Cursor, Windsurf, VS Code, etc.)

Installation

Option 1: NPM Install (Recommended)

# Install globally
npm install -g clueo-mcp

# Start the server
clueo-mcp

Option 2: From Source

  1. Clone and setup: bash git clone https://github.com/ClueoFoundation/ClueoMCP.git cd ClueoMCP npm install

  2. Configure environment: bash cp env.example .env # Edit .env with your Clueo API key (optional for basic use)

  3. Build and start: bash npm run build npm start

Connect to Claude Desktop

Add to your Claude Desktop claude_desktop_config.json:

{
  "mcpServers": {
    "clueo-personality": {
      "command": "node",
      "args": ["/path/to/clueomcp/dist/server.js"],
      "env": {
        "CLUEO_API_URL": "https://backend.clueoai.com"
      }
    }
  }
}

🎭 Personality Presets

Ready-to-use personalities for common scenarios:

Preset Description Best For
Professional Balanced, reliable, courteous Business communications
Creative Imaginative, open-minded Brainstorming, content creation
Empathetic Warm, understanding, supportive Customer support
Analytical Logical, detail-oriented Technical documentation
Enthusiastic Energetic, motivating Team leadership
Casual Friend Relaxed, conversational Informal chats
Luxury Brand Sophisticated, exclusive Premium brand voice
Startup Brand Bold, innovative Tech startup communications

🛠️ Available Tools

inject_personality

Apply custom Big Five personality traits to text.

{
  "text": "Hello, how can I help you today?",
  "personality": {
    "openness": 7,
    "conscientiousness": 8,
    "extraversion": 6,
    "agreeableness": 9,
    "neuroticism": 3
  }
}

inject_preset_personality

Apply a predefined personality preset.

{
  "text": "Hello, how can I help you today?",
  "presetId": "empathetic"
}

simulate_response

Generate an AI response with specific personality traits.

{
  "prompt": "The customer is frustrated with our service",
  "personality": {
    "openness": 6,
    "conscientiousness": 8,
    "extraversion": 5,
    "agreeableness": 9,
    "neuroticism": 2
  }
}

list_personality_presets

Browse available personality presets.

{
  "category": "professional",
  "search": "customer service"
}

📄 Resources

Access personality data directly:

  • clueo://personality/presets - Complete presets library
  • clueo://personality/presets/{id} - Specific preset details

🔧 Configuration

Environment Variables

# Required
CLUEO_API_URL=https://backend.clueoai.com

# Optional
CLUEO_API_KEY=your_api_key_here
MCP_SERVER_NAME=clueo-personality
MCP_SERVER_VERSION=1.0.0
LOG_LEVEL=info

Big Five Personality Dimensions

Each dimension accepts values from 1-10:

  • Openness (1-10): Creativity, curiosity, openness to experience
  • Conscientiousness (1-10): Organization, dependability, discipline
  • Extraversion (1-10): Sociability, assertiveness, energy level
  • Agreeableness (1-10): Cooperation, trust, empathy
  • Neuroticism (1-10): Emotional instability, anxiety, moodiness

🎯 Use Cases

Customer Support

# Apply empathetic personality to support responses
inject_preset_personality "I understand your concern..." empathetic

Brand Voice Consistency

# Maintain luxury brand voice across AI tools
inject_preset_personality "Introducing our new collection..." brand-luxury

Content Creation

# Generate creative content with innovative personality
simulate_response "Write a product announcement" creative

Technical Documentation

# Apply analytical personality for precise explanations  
inject_preset_personality "This API endpoint..." analytical

🚦 API Rate Limits

  • Free: 100 calls/month
  • Dev+: 5,000 calls/month ($25/month)
  • Operator: 50,000 calls/month ($149/month)

Get your API key →

🤝 Contributing

  1. Fork the repository
  2. Create your feature branch (git checkout -b feature/amazing-personality)
  3. Commit your changes (git commit -m 'Add amazing personality')
  4. Push to the branch (git push origin feature/amazing-personality)
  5. Open a Pull Request

📄 License

MIT License - see LICENSE for details.

🔗 Links

🌟 Why Clueo MCP?

"Finally, AI that doesn't sound like every other AI."

Transform your AI interactions from generic to genuine. Whether you're building customer support bots, content creation tools, or brand-consistent AI agents, Clueo MCP makes every AI response feel authentically yours.

Ready to give your AI some personality? 🎭


Made with ❤️ by Clueo Foundation

Extension points exported contracts — how you extend this code

PersonalityConfig (Interface)
(no doc)
src/types.ts
PersonalityPreset (Interface)
(no doc)
src/types.ts
ClueoApiResponse (Interface)
(no doc)
src/types.ts
ApiKeyInfo (Interface)
(no doc)
src/types.ts
McpServerConfig (Interface)
(no doc)
src/types.ts

Core symbols most depended-on inside this repo

load
called by 6
src/memory-manager.ts
getFilePath
called by 3
src/memory-manager.ts
save
called by 3
src/memory-manager.ts
getPresetById
called by 2
src/presets.ts
enhancedInjectPersonality
called by 2
src/clueo-api.ts
simulateResponse
called by 2
src/clueo-api.ts
validatePersonalityConfig
called by 2
src/server.ts
testClueoAPI
called by 1
test-api-response.js

Shape

Method 20
Interface 10
Function 8
Class 4

Languages

TypeScript100%

Modules by API surface

src/memory-manager.ts15 symbols
src/types.ts10 symbols
src/clueo-api.ts9 symbols
src/presets.ts3 symbols
src/server.ts2 symbols
test-real-api.js1 symbols
test-api-response.js1 symbols
debug-clueo-response.cjs1 symbols

For agents

$ claude mcp add ClueoMCP \
  -- python -m otcore.mcp_server <graph>

⬇ download graph artifact