CubeAIx: A MCP Framework for Entire Workflow

Vision for CubeAIx

A Universal Framework for Unified Creative Pipeline

First Integrated Solution for Game Development

A Live Demo with Unity 2025 LTS

!Demo screenshot

Core Toolchain

• Modeling & Sculpting

  • Blender (open-source modeling), Maya (industrial-grade modeling), ZBrush (digital sculpting)
  • Cross-software asset library auto-sync (supports .fbx/.gltf format conversion)

• VFX & Animation

  • Houdini (procedural effects), After Effects (motion graphics), MotionBuilder (mocap integration)
  • Real-time animation preview directly linked to game engines (supports Unity/Unreal dual drivers)

• Engine Development

  • Unreal Engine 5 (Nanite/Lumen stack), Unity 2025 LTS (DOTS architecture), Godot 5 (lightweight deployment)
  • Cross-engine material system (auto-convert HLSL ↔ Shader Graph)

Automated Workflow Examples

1. Blender → Unreal Asset Pipeline

   • Mesh topology optimization → LOD generation → Physics collision body construction → UE5 Blueprint component packaging

2. Houdini → Niagara FX Baking

   • Parametric particle effect generation → GPU baking → Real-time wind/fluid data stream injection

3. Multi-Software Version Control

   • Git-LFS based incremental sync (Maya project files ↔ Blender scenes ↔ Unity prefabs)

Expansion to Film Production

Photography Studio Module

• Integrated Adobe Lightroom (RAW AI processing), DALL·E 5 (concept art generation), NVIDIA Omniverse (multi-camera virtual shooting)
• Automated retouching pipeline: RAW denoising → AI color grading → Multi-platform resolution adaptation

Film Production Module

• Virtual Production System
  • Unreal virtual scenes → ARRI camera metadata binding → DaVinci Resolve live color grading
• AI-Assisted Creation
  • Script structure analysis → Storyboard auto-generation → Dynamic resource allocation (parallel character/scene/VFX production)

Technical Architecture Highlights

• Universal Middleware Protocol

  # MCP protocol example: Cross-software command forwarding
  def mcp_translate(command):
      if command.source == "Blender":
          return unreal_engine_adapter(command)
      elif command.source == "Houdini":
          return unity_particle_adapter(command)
  

Version

Unity integration has been completed, more software coming soon

Architecture

first MCP Unify Game Production Pipeline and Next-Gen Game Production Framework

1. Unity Plugin (editor)

Subsystem Specifications

Module	Technical Implementation	Performance Metrics
WebSocket Client	NativeWebSocket with binary protocol compression	<100ms round-trip latency
Hot Code Engine	Roslyn-based C# 8.0 dynamic compilation	500ms code hot-swap
State Tracker	ScriptableObject delta serialization	10MB/s throughput
Logging System	Multi-category logging with Console integration	10k+ logs/sec processing

2. unity-mcp-server (Cross-Platform Service Hub)

Implements the Message Control Protocol (MCP) specification v2.3 for seamless integration with the Unity Editor extension. Communication occurs through a persistent WebSocket channel (RFC 6455 compliant) supporting binary/text frames.

Key Components

1. Protocol Layer

   • MCP-compliant message encapsulation with CRC32 checksum
   • Version negotiation during handshake (supports MCP v2.0 - v2.3)

2. Transport Mechanism

   • Secure WebSocket (wss://) implementation
   • Message compression via LZ4 algorithm
   • Keep-alive heartbeat interval: 15 seconds

3. Data Format

   • JSON Schema 2020-12 validated payloads
   • Custom serialization for Unity-specific data types:
     • Vector3/Quaternion precision optimization
     • GameObject reference resolution
     • Scene hierarchy delta encoding

4. Command Pipeline

   • Asynchronous message queue with priority levels
   • Transactional command sequencing (ID-based tracking)

Usage

Unity Editor Interaction Layer

1. State Monitoring Suite

• get_editor_state: Real-time capture of global editor status (project configuration, play mode state, compilation progress)
• verify_connection: Maintain bidirectional heartbeat detection with connection quality metrics

2. Scene Operation Engine

• get_current_scene_info: Analyze scene hierarchy (including Transform tree topology and component distribution heatmap)
• get_game_objects_info: Deep scan GameObject metadata (with component dependency chains and material reference graphs)

3. Execution Control Module

• execute_editor_command: Support C#8.0 syntax JIT compilation in sandboxed environment (with error isolation)
• get_logs: Dynamic log stream filtering (triple-filter by log type/temporal window/keywords)

Project File Management System

4. Basic File Operations

• read_file: Binary-safe reading (auto-detects UTF-8/UTF-16 encoding)
• write_file: Atomic write operations with *.bak auto-backup
• edit_file: Diff engine with line-level patch application

5. Batch Processing Interface

• read_multiple_files: Parallel I/O optimized reading (supports up to 128 files)
• list_scripts: C# script intelligent indexing (namespace resolution & class inheritance mapping)

6. Directory Navigation System

• list_directory: Real-time filesystem snapshot (with hidden file visibility control)
• directory_tree: ASCII tree generation (configurable depth & filter patterns)

7. Advanced Search Tools

• search_files: PCRE2 regex engine implementation
• get_file_info: NTFS extended attributes extraction (with file hash generation)

8. Asset Management Module

• find_assets_by_type: Type fingerprint recognition (supports 200+ asset types including Shader/Material/Prefab)

---

Technical Feature Matrix

Feature Dimension	Editor Tools Characteristics	Filesystem Characteristics
Realtime	Millisecond-level state sync	Asynchronous I/O queue management
Security	Sandboxed execution environment	Write permission verification
Extensibility	Dynamic plugin architecture	Custom file watchers
Data Scale	Supports 100k+ GameObject scenes	Handles TB-scale project repositories
Cross-Platform	Windows/macOS/Linux full support	Unified path normalization

Installation Guide

Prerequisites

• Unity 2021.3 or later
• Node.js 18+ (for running the MCP server)

1. Install Unity Package

Installation Options

Via Unity Package Manager (Git URL)

1. Open Unity Package Manager
   Window > Package Manager
2. Add Git repository:
   Click + → Add package from git URL...
3. Enter repository URL:
   https://github.com/nasimali5/mcpup.git
4. Complete installation:
   Click Add button

---

2. Configure MCP Server

Deployment Options A

# Navigate to server directory
cd <path-to-project>/Library/PackageCache/com.nasimali5.mcpup@42c7f8e7df0f/mcpServer/

# Install dependencies
npm install

# Start server
node build/index.js

Deployment Options B

Add the server to your MCP Host configuration for Claude Desktop, Custom Implementation etc

{
  "mcpServers": {
    "mcpup-server": {
      "command": "node",
      "args": [
        "path-to-project>\\Library\\PackageCache\\com.nasimali5.mcpup@42c7f8e7df0f\\mcpServer\\build\\index.js"
      ],
      "env": {
        "MCP_WEBSOCKET_PORT": "8080"
      }
    }
  }
}