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DeepLucid3D UCPF Server

README.md
# DeepLucid3D UCPF Server

A Model Context Protocol (MCP) server implementing the Unified Cognitive Processing Framework (UCPF) for advanced cognitive analysis, creative problem-solving, and structured thinking.

## What is it?

The DeepLucid3D UCPF Server is an implementation of the Unified Cognitive Processing Framework as an MCP server. It combines recursive self-awareness with dimensional knowledge categorization to provide a powerful approach to problem-solving and creative thinking.

This server extends AI capabilities by providing structured cognitive tools that help:
- Assess cognitive states
- Map knowledge dimensions
- Apply recursive self-questioning
- Generate creative perspectives
- Decompose and reintegrate complex problems

## What it does

The UCPF Server enables advanced cognitive processing through several key features:

### Core Capabilities

1. **Cognitive State Assessment**: Identifies current cognitive states (Dark Inertia, Passion, or Approaching Lucidity) to improve self-awareness during problem-solving.

2. **Knowledge Dimension Mapping**: Maps knowledge across three dimensions:
   - Awareness (Known vs. Unknown)
   - Content (Knowns vs. Unknowns)
   - Accessibility (Knowable vs. Unknowable)

3. **Recursive Self-Questioning**: Challenges initial assumptions and identifies potential cognitive biases.

4. **Creative Perspective Generation**: Produces novel viewpoints and metaphorical thinking to inspire new solutions.

5. **Problem Decomposition**: Breaks complex problems into manageable components and reintegrates them with awareness of the whole system.

6. **Optional State Management**: Maintains context between sessions for ongoing analysis.

## Setup and Installation

### Prerequisites

- Node.js (v14 or higher)
- npm (v6 or higher)
- An environment compatible with the Model Context Protocol

### Installation Steps

1. **Clone the repository**
   ```bash
   git clone https://github.com/yourusername/DeepLucid3D-UCPF-Server.git
   cd DeepLucid3D-UCPF-Server
   ```

2. **Install dependencies**
   ```bash
   npm install
   ```

3. **Build the project**
   ```bash
   npm run build
   ```

4. **Configure MCP settings**

   Add the server to your MCP settings file. For Claude/Cline, this is typically located at:
   - For Claude Desktop: `~/Library/Application Support/Claude/claude_desktop_config.json` (macOS)
   - For VSCode Cline: `~/.config/Code/User/globalStorage/saoudrizwan.claude-dev/settings/cline_mcp_settings.json` (Linux)

   Add the following configuration:
   ```json
   {
     "mcpServers": {
      "ucpf": {
      "command": "node",
      "args": ["path/to/DeepLucid3D-MCP/build/index.js"],
      "env": {},
      "disabled": false,
      "autoApprove": []
       }
     }
   }
   ```

5. **Restart your MCP-compatible application** (Claude, VSCode with Cline, etc.)

## How to Use

The server exposes three main tools and several resources that can be accessed through MCP:

### Tools

1. **analyze_problem**: Process a problem statement through the full UCPF framework
   ```
   <use_mcp_tool>
   <server_name>ucpf</server_name>
   <tool_name>analyze_problem</tool_name>
   <arguments>
   {
     "problem": "Your problem statement here",
     "session_id": "optional-session-id",
     "enable_state": false,
     "detailed": false
   }
   </arguments>
   </use_mcp_tool>
   ```

2. **creative_exploration**: Generate novel perspectives and connections for a topic
   ```
   <use_mcp_tool>
   <server_name>ucpf</server_name>
   <tool_name>creative_exploration</tool_name>
   <arguments>
   {
     "topic": "Your topic here",
     "constraints": ["Optional constraint 1", "Optional constraint 2"],
     "perspective_count": 3,
     "include_metaphors": true
   }
   </arguments>
   </use_mcp_tool>
   ```

3. **manage_state**: Control state management for UCPF processing
   ```
   <use_mcp_tool>
   <server_name>ucpf</server_name>
   <tool_name>manage_state</tool_name>
   <arguments>
   {
     "action": "enable", // or "disable", "reset", "status"
     "session_id": "optional-specific-session-id"
   }
   </arguments>
   </use_mcp_tool>
   ```

### Resources

Access framework documentation:
```
<access_mcp_resource>
<server_name>ucpf</server_name>
<uri>ucpf://framework/overview</uri>
</access_mcp_resource>
```

Available resources:
- `ucpf://framework/overview`: Overview of the UCPF framework
- `ucpf://framework/cognitive-states`: Guide to cognitive states
- `ucpf://framework/knowledge-dimensions`: Reference for knowledge dimensions
- `ucpf://session/{sessionId}/analysis`: Analysis results for a specific session

## Example Use Case: Using UCPF to Solve a Riddle

Let's solve the classic riddle: "What walks on four legs in the morning, two legs in the afternoon, and three legs in the evening?"

### Step 1: Enable state management for session persistence

```
<use_mcp_tool>
<server_name>ucpf</server_name>
<tool_name>manage_state</tool_name>
<arguments>
{
  "action": "enable"
}
</arguments>
</use_mcp_tool>
```

### Step 2: Analyze the riddle using the UCPF framework

```
<use_mcp_tool>
<server_name>ucpf</server_name>
<tool_name>analyze_problem</tool_name>
<arguments>
{
  "problem": "What walks on four legs in the morning, two legs in the afternoon, and three legs in the evening?",
  "session_id": "sphinx-riddle",
  "enable_state": true
}
</arguments>
</use_mcp_tool>
```

The analysis will provide:
- Cognitive state assessment (likely identifying potential metaphorical thinking)
- Knowledge mapping of what we know and don't know
- Recursive questions to challenge initial assumptions (e.g., "Are we assuming literal legs?")
- Structured perspectives on different interpretations

### Step 3: Explore creative perspectives to find the solution

```
<use_mcp_tool>
<server_name>ucpf</server_name>
<tool_name>creative_exploration</tool_name>
<arguments>
{
  "topic": "Walking with different numbers of legs at different times of day",
  "constraints": ["morning", "afternoon", "evening", "four", "two", "three"],
  "include_metaphors": true,
  "session_id": "sphinx-riddle"
}
</arguments>
</use_mcp_tool>
```

This exploration might reveal:
- The metaphorical interpretation of "legs" as support structures
- The metaphorical interpretation of times of day as stages of life
- Leading to the classic answer: a human, who crawls on four limbs as a baby, walks on two legs as an adult, and uses a cane (third "leg") in old age

### Step 4: Review the session analysis

```
<access_mcp_resource>
<server_name>ucpf</server_name>
<uri>ucpf://session/sphinx-riddle/analysis</uri>
</access_mcp_resource>
```

This provides the complete analysis journey, showing how the framework led to the solution through structured cognitive processing.

## Acknowledgments

This project stands on the shoulders of giants:

- The **Model Context Protocol (MCP)** team for creating the foundational protocol that enables AI systems to access external tools and resources
- The **Anthropic Claude** team for their work on advanced AI systems capable of utilizing MCP
- Contributors to the **Unified Cognitive Processing Framework** concepts that power the cognitive analysis methodology
- The open-source community whose libraries and tools make projects like this possible

## License

MIT License

## Project Structure

```
DeepLucid3D-UCPF-Server/
├── src/
│   ├── engine/
│   │   ├── ucpf-core.ts       # Core UCPF processing logic
│   │   ├── creative-patterns.ts  # Creative thinking utilities
│   │   └── state-manager.ts   # Session state management
│   ├── tools/
│   │   ├── analyze-problem.ts # Problem analysis tool
│   │   └── creative-exploration.ts  # Creative exploration tool
│   └── index.ts               # Main server implementation
├── build/                     # Compiled JavaScript files
├── package.json               # Project dependencies and scripts
└── README.md                  # This documentation
```

---

© 2025 DeepLucid3D UCPF Server

## See Also

- [TranscriptionTools-MCP](https://github.com/MushroomFleet/TranscriptionTools-MCP) — Transcript processing
- [DeepLucid3D-MCP](https://github.com/MushroomFleet/DeepLucid3D-MCP) — Cognitive processing
- [UNO-MCP](https://github.com/MushroomFleet/UNO-MCP) — Narrative enhancement
- [gitea-mcp](https://github.com/MushroomFleet/gitea-mcp) — Gitea integration
- [zero-vector-MCP](https://github.com/MushroomFleet/zero-vector-MCP) — Procedural generation

TDQS

C2.9/5.0

Scored across 3 tools

Disambiguation5/5

Each tool has a clearly distinct purpose: analyze_problem handles problem statement processing, creative_exploration generates novel perspectives, and manage_state controls state management. There is no overlap in functionality, making tool selection straightforward for an agent.

Naming Consistency4/5

The tools follow a consistent verb_noun pattern (analyze_problem, creative_exploration, manage_state), which is predictable and readable. The minor deviation is that 'manage_state' uses a verb_noun structure while the others are adjective_noun or verb_noun, but overall consistency is maintained.

Tool Count3/5

With only 3 tools, the set feels thin for a server named 'DeepLucid3D UCPF Server,' which suggests a complex framework. While each tool seems essential, the low count may limit coverage of the UCPF domain, potentially requiring agents to work around missing operations.

Completeness2/5

Inferred domain is UCPF (Unified Creative Problem Framework) processing, but the tool set has significant gaps. It lacks core operations like retrieving results, updating analyses, or deleting states, which could lead to agent failures in handling full problem-solving lifecycles. The surface is incomplete for the stated purpose.

Maintenance

ActivityInactive
ResponsivenessNo issues