# Advanced Cognitive MCP Server

A revolutionary MCP server that implements an advanced cognitive architecture for complex problem-solving, featuring multi-modal reasoning, dynamic knowledge graphs, meta-cognitive reflection, and collaborative thinking.

## Core Innovations

### 1. Multi-Modal Reasoning Engine
- **Analytical Mode**: Logical, step-by-step reasoning
- **Creative Mode**: Divergent thinking and novel connections  
- **Intuitive Mode**: Pattern recognition and holistic insights
- **Critical Mode**: Rigorous evaluation and skeptical analysis
- **Synthetic Mode**: Integration across multiple perspectives

### 2. Dynamic Knowledge Graph
- Thoughts form interconnected webs with automatic relationship detection
- Real-time concept mapping and semantic connections
- Context propagation across related thoughts
- Visual representation of thinking patterns

### 3. Meta-Cognitive Reflection
- Self-awareness about thinking quality and effectiveness
- Strategy adaptation based on problem complexity
- Confidence calibration and uncertainty quantification
- Learning from past reasoning sessions

### 4. Collaborative Thinking
- Multiple AI personas with different specialties working together
- **Analyst**: Data-driven, methodical approach
- **Creator**: Innovative, outside-the-box thinking  
- **Critic**: Rigorous evaluation and quality control
- **Synthesizer**: Integration and consensus building

### 5. Adaptive Complexity Management
- Automatic scaling of reasoning depth based on problem difficulty
- Parallel processing streams for complex multi-faceted problems
- Cognitive load balancing to prevent overwhelm
- Dynamic adjustment of thinking strategies

## Key Features

- **Parallel Processing**: Multiple reasoning streams simultaneously
- **Context Awareness**: Rich context maintenance across sessions
- **Quality Metrics**: Real-time assessment of thinking effectiveness  
- **Learning Memory**: Improves from past thinking patterns
- **Visual Mapping**: Generate thought maps and relationship diagrams
- **Emotional Intelligence**: Considers emotional and social factors

## Tools

### cognitive_reasoning
The primary tool for advanced cognitive processing with multiple modes and collaborative personas.

**Parameters:**
- `thought`: Current thinking content
- `reasoning_mode`: analytical|creative|intuitive|critical|synthetic
- `personas_active`: Array of active thinking personas
- `complexity_level`: 1-10 scale of problem complexity
- `parallel_streams`: Number of simultaneous reasoning streams
- `meta_reflection`: Whether to include meta-cognitive analysis
- `knowledge_mapping`: Whether to update the knowledge graph
- `session_context`: Context from previous thoughts in session

## Installation

### Claude Desktop
```json
//  TO BE DEPLOYED
```

### VS Code MCP
```json
// TO BE DEPLOYED
```

## Use Cases

- Complex problem decomposition and analysis
- Creative ideation with systematic evaluation
- Multi-perspective decision making
- Learning and knowledge synthesis
- Strategic planning with uncertainty management
- Research and investigation workflows

## Architecture

```
CognitiveEngine
├── ReasoningModes/
│   ├── AnalyticalMode
│   ├── CreativeMode  
│   ├── IntuitiveMode
│   ├── CriticalMode
│   └── SyntheticMode
├── CollaborativeSpace/
│   ├── AnalystPersona
│   ├── CreatorPersona
│   ├── CriticPersona
│   └── SynthesizerPersona
├── KnowledgeGraph/
│   ├── ConceptNodes
│   ├── RelationshipEdges
│   └── ContextClusters
├── MetaCognition/
│   ├── QualityMetrics
│   ├── StrategyAdaptation
│   └── ConfidenceCalibration
└── MemorySystem/
    ├── SessionContext
    ├── LearningPatterns
    └── PerformanceHistory
```

## Example Session

```
Advanced Cognitive Processing Active
┌─ Reasoning Mode: Analytical
│  Personas: [Analyst, Critic]  
│  Complexity: 7/10
│  Streams: 3 parallel

Thought Stream 1 (Analyst):
Analyzing market trends shows 3 key factors...

Thought Stream 2 (Creator):  
What if we approached this completely differently...

Thought Stream 3 (Critic):
The assumptions in stream 1 may not hold because...

Knowledge Graph Update:
New connections: Market Trends ↔ Consumer Behavior
Confidence: 0.85

Meta-Reflection:
Current strategy effectiveness: 8.2/10
Recommend: Increase creative exploration
```

## Quality Metrics

- **Coherence Score**: Logical consistency across thoughts
- **Novelty Index**: Originality and creativity measures  
- **Confidence Calibration**: Accuracy of uncertainty estimates
- **Completeness Rating**: Coverage of problem aspects
- **Efficiency Metrics**: Time and cognitive resources used

## Testing

```bash
npm test
```