OpenClueo MCP Server
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@OpenClueo MCP Server Apply the 'Professional' preset to help me write a formal email"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
๐ญ OpenClueo MCP Server
The Universal AI Personality Layer for Model Context Protocol
Patent-pending technology that transforms any AI into a consistent, branded personality across all platforms.
Transform any MCP-compatible AI with rich, consistent personalities powered by OpenClueo's scientifically-backed Big Five personality engine. The first universal AI personality protocol that works across Claude Desktop, Cursor, Windsurf, VS Code, and any MCP-compatible platform.
โก Quick Start
# Install from npm
npm install -g @openclueo/mcp
# Add to your IDE (Claude Desktop example)
{
"mcpServers": {
"clueo-mcp": {
"command": "@openclueo/mcp",
"env": {
"CLUEO_API_URL": "https://backend.clueoai.com",
"CLUEO_API_KEY": "your_api_key_here"
}
}
}
}
# Start using personalities instantly!
inject_preset_personality "Hello, how can I help?" "professional"
inject_personality "Write an email" {"openness": 8, "conscientiousness": 9}Related MCP server: CacheTank MCP Server
๐ What Makes OpenClueo MCP Revolutionary?
๐ฏ Universal AI Personality Protocol
The first standardized method for applying consistent personality traits across ALL AI platforms:
Cross-Platform: Same personality in Claude, ChatGPT, Cursor, Windsurf, VS Code
Real-Time: Personality applied before AI processing, not after
Scientific: Big Five psychological model with numerical precision (1-10 scale)
Consistent: Identical personality behavior across all your AI tools
๐ข Enterprise Brand Personality
Patent-pending technology for organization-wide AI brand consistency:
Brand Compliance: Ensure all company AI interactions match your brand voice
Department Variations: Customer service (empathetic), Sales (enthusiastic), Engineering (analytical)
Context Awareness: Automatically adapts personality based on communication context
Analytics: Track brand personality performance and ROI across your organization
๐ง Adaptive Memory System
AI that learns YOUR personality preferences:
Smart Suggestions: "You often use empathetic + professional for customer emails"
Project Memory: Save default personalities for specific projects
Usage Analytics: Understand your personality patterns and success rates
Context Learning: System improves recommendations based on your patterns
๐ Installation & Setup
Prerequisites
Node.js 18+
An MCP-compatible client (Claude Desktop, Cursor, Windsurf, VS Code, etc.)
Get your API key (optional for basic use)
Option 1: NPM Install (Recommended)
# Install globally
npm install -g @openclueo/mcp
# Verify installation
@openclueo/mcp --versionOption 2: From Source
git clone https://github.com/ClueoFoundation/ClueoMCP.git
cd ClueoMCP
npm install
npm run build๐ IDE Integration
Claude Desktop
Add to your claude_desktop_config.json:
{
"mcpServers": {
"clueo-mcp": {
"command": "@openclueo/mcp",
"env": {
"CLUEO_API_URL": "https://backend.clueoai.com",
"CLUEO_API_KEY": "your_api_key_here"
}
}
}
}Cursor IDE
Settings โ Features โ Model Context Protocol
Add Server:
Name:
clueo-mcpCommand:
@openclueo/mcpEnvironment:
CLUEO_API_URL=https://backend.clueoai.com
Windsurf IDE
Settings โ Advanced โ Cascade
Add custom server:
{
"mcpServers": {
"clueo-mcp": {
"command": "@openclueo/mcp",
"env": {
"CLUEO_API_URL": "https://backend.clueoai.com",
"CLUEO_API_KEY": "your_api_key_here"
}
}
}
}VS Code (with MCP extension)
Install the MCP extension, then add the OpenClueo server to your workspace settings.
๐ญ Personality Presets
8 scientifically-crafted personalities for common scenarios:
Preset | Personality Traits | Best For |
Professional | Balanced (6,8,6,7,3) | Business communications, formal emails |
Creative | High Openness (9,6,7,6,4) | Brainstorming, content creation, marketing |
Empathetic | High Agreeableness (7,7,6,9,3) | Customer support, counseling, HR |
Analytical | High Conscientiousness (8,9,5,6,2) | Technical docs, research, analysis |
Enthusiastic | High Extraversion (8,7,9,7,2) | Sales, presentations, team motivation |
Casual Friend | Balanced & Relaxed (7,5,7,8,3) | Informal chats, internal communication |
Luxury Brand | Sophisticated (6,9,6,6,2) | Premium brand voice, high-end clients |
Startup Brand | Bold & Innovative (9,8,8,6,3) | Tech startups, innovation messaging |
Values shown as (Openness, Conscientiousness, Extraversion, Agreeableness, Neuroticism)
๐ ๏ธ Core Tools
inject_personality
Apply custom Big Five personality traits to any text:
{
"text": "Hello, how can I help you today?",
"personality": {
"openness": 7, // Creativity, curiosity (1-10)
"conscientiousness": 8, // Organization, discipline (1-10)
"extraversion": 6, // Sociability, energy (1-10)
"agreeableness": 9, // Cooperation, empathy (1-10)
"neuroticism": 3 // Emotional stability (1-10, lower = more stable)
},
"apiKey": "your_api_key"
}inject_preset_personality
Apply predefined personality presets:
{
"text": "Thanks for your feedback on our product",
"presetId": "empathetic",
"apiKey": "your_api_key"
}simulate_response
Generate AI responses with specific personality:
{
"prompt": "A customer is frustrated with delayed shipping",
"personality": {
"openness": 6,
"conscientiousness": 9,
"extraversion": 5,
"agreeableness": 10,
"neuroticism": 2
},
"apiKey": "your_api_key"
}๐ง Advanced Memory Features
Smart Personality Suggestions
get_memory_suggestions {"context": "customer_email"}
# Returns: "You typically use empathetic + professional for customer emails"Project-Level Personality
save_project_personality {
"projectPath": "/work/customer-portal",
"projectName": "Customer Support Portal",
"personality": {"openness": 7, "conscientiousness": 9, "extraversion": 6, "agreeableness": 8, "neuroticism": 3}
}Usage Analytics
get_usage_analytics {"userId": "optional"}
# Returns: Most used personalities, success rates, recommendations๐ข Enterprise Features
Brand Personality Management
Organization-wide consistency: Ensure all AI interactions match your brand
Department variations: Different personalities for different teams
Compliance monitoring: Track adherence to brand guidelines
Role-based access: Control who can modify brand personalities
Advanced Analytics
Brand performance metrics: Track personality effectiveness
Department usage patterns: See how different teams use AI personalities
ROI measurement: Understand the business impact of consistent AI branding
Compliance reporting: Generate reports for brand guideline adherence
Enterprise API Endpoints
# Apply company brand personality
inject_brand_personality {"organizationId": "company_uuid", "text": "Customer response"}
# Validate brand compliance
validate_brand_compliance {"organizationId": "company_uuid", "text": "Generated response"}
# Deploy organization-wide personality
deploy_brand_personality {"organizationId": "company_uuid", "brandPersonality": {...}}๐ง Configuration
Environment Variables
# Required
CLUEO_API_URL=https://backend.clueoai.com
# Optional (get at https://api.clueoai.com/)
CLUEO_API_KEY=your_api_key_here
# Server Configuration
MCP_SERVER_NAME=clueo-mcp
MCP_SERVER_VERSION=1.2.20
LOG_LEVEL=infoBig Five Personality Science
Each dimension uses a 1-10 scale based on established psychological research:
Openness (1-10): Creativity, curiosity, openness to new experiences
Conscientiousness (1-10): Organization, dependability, self-discipline
Extraversion (1-10): Sociability, assertiveness, energy level
Agreeableness (1-10): Cooperation, trust, empathy towards others
Neuroticism (1-10): Emotional instability, anxiety (lower = more stable)
๐ฏ Use Cases
Personal AI Enhancement
Consistent personality across all your AI tools
Context-aware suggestions based on your work patterns
Project-specific personalities for different types of work
Learning from your preferences to improve over time
Enterprise Brand Management
Customer Service: Ensure empathetic, helpful responses across all channels
Sales Team: Maintain enthusiastic, professional communication
Technical Support: Provide analytical, precise assistance
Marketing: Consistent brand voice in all AI-generated content
Developer Integration
API-first design: Integrate personality into any application
Cross-platform compatibility: Works with any MCP-compatible AI
Real-time processing: Personality applied before AI generation
Scalable architecture: From personal use to enterprise deployment
๐ API Rate Limits & Pricing
Plan | Monthly API Calls | Price | Best For |
Free | 100 calls | $0 | Personal exploration |
Dev+ | 5,000 calls | $25 | Individual developers |
Operator | 50,000 calls | $149 | Small teams |
Enterprise | Custom | Contact | Large organizations |
๐ค Contributing
We welcome contributions to the open source OpenClueo MCP Server!
Fork the repository
Create your feature branch (
git checkout -b feature/amazing-personality)Commit your changes (
git commit -m 'Add amazing personality feature')Push to the branch (
git push origin feature/amazing-personality)Open a Pull Request
๐ License
MIT License - see LICENSE for details.
Note: The core personality injection technology is patent-pending. This open source implementation provides basic functionality, while advanced enterprise features require a commercial license.
๐ Links
๐ Why OpenClueo MCP Changes Everything
Before OpenClueo MCP:
โ Generic, inconsistent AI responses across platforms
โ No brand personality control for organizations
โ Manual personality prompting for every interaction
โ No learning or memory of personality preferences
With OpenClueo MCP:
โ Universal personality protocol across ALL AI platforms
โ Scientific Big Five model with precise numerical control
โ Enterprise brand consistency with compliance monitoring
โ Adaptive memory system that learns your preferences
โ Real-time personality injection before AI processing
โ Patent-protected innovation with open source accessibility
๐ What's Next?
OpenClueo MCP represents the first step toward universal AI personality standardization. As the ecosystem grows, we're building:
Personality Marketplace: Buy, sell, and share personality presets
Industry-Specific Templates: Healthcare AI, Legal AI, Financial AI personalities
Advanced Analytics: Deep insights into AI personality performance
Multi-Modal Support: Personality for voice, video, and other AI modalities
Join the AI personality revolution. ๐ญโจ
Ready to give your AI a consistent, memorable personality across every platform?
Made with โค๏ธ by Clueo Foundation
Available Tools
7 toolsget_memory_suggestionsC
Get personality suggestions based on context and usage history
Inputs: context (required), userId.
get_usage_analyticsB
Get analytics about personality usage patterns
Inputs: userId.
inject_personalityC
Inject personality traits into text using Clueo API
Inputs: text (required), personality (required), apiKey.
inject_preset_personalityC
Inject a predefined personality preset into text
Inputs: text (required), presetId (required), apiKey.
list_personality_presetsB
List all available personality presets
Inputs: category, search.
save_project_personalityC
Save a default personality configuration for a specific project
Inputs: projectPath (required), projectName (required), personality (required), userId.
simulate_responseC
Simulate an AI response with specific personality traits
Inputs: prompt (required), personality (required), apiKey.
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
Loading tool schema changelogโฆ
TDQS
Scored across 7 tools
Most tools have distinct purposes, but 'inject_personality' and 'inject_preset_personality' could be confusing as they both inject personality into text with only subtle differences. The other tools are clearly separated by function (suggestions, analytics, listing, saving, simulation).
All tools follow a consistent verb_noun pattern with snake_case, such as 'get_memory_suggestions', 'list_personality_presets', and 'save_project_personality'. This predictability makes the set easy to navigate and understand.
With 7 tools, the server is well-scoped for managing personality traits and configurations. Each tool serves a specific role in the workflow, from listing presets to injecting and simulating personalities, without feeling bloated or sparse.
The tool set covers core operations like listing, injecting, saving, and simulating personalities, with good lifecycle coverage. A minor gap is the lack of a tool to delete or update saved project personalities, which might limit agent flexibility in configuration management.
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