AIPose Model Context Protocol (MCP) Server

Official Model Context Protocol (MCP) server for AIPose — the AI photo studio and biometric pose transfer engine.

This MCP server equips AI assistants (Claude Desktop, Cursor, Windsurf, OpenDevin, LangChain, AutoGen) with professional studio photography capabilities:

• Browse Studio Pose Library: Access 3D kinematics (Contrapposto, diagonal shoulder lines, hand anchors, weight balance) to prevent stiff, plastic AI figures.

• Forensic Portrait Auditing: Evaluate user selfies against the 4 Golden Rules of AI photography (lens distortion, raw skin micro-texture, 45° directional daylight, landmark occlusion) before spending generation credits.

• Diffusion Textile Physics Guidance: Get apparel presets, moiré pattern prevention warnings, and the 70-20-10 color harmony framework.

• Zero-Training Biometric Pose Transfer: Initiate pose cloning runs on AIPose clusters with ArcFace likeness preservation (>0.86) without LoRA fine-tuning.

⚡ Quick Start

1. Claude Desktop Setup

Add the following to your claude_desktop_config.json:

• macOS: ~/Library/Application Support/Claude/claude_desktop_config.json

• Windows: %APPDATA%\Claude\claude_desktop_config.json

{
  "mcpServers": {
    "aipose": {
      "command": "npx",
      "args": ["-y", "@aipose/mcp"],
      "env": {
        "AIPOSE_API_KEY": "your_api_key_here"
      }
    }
  }
}

Note: An AIPOSE_API_KEY is optional for browsing poses, outfits, and running forensic portrait audits. It is only required when initiating remote cloud generation tasks.

2. Cursor IDE Setup

In Cursor settings (Features → MCP Servers → Add New MCP Server):

• Name: aipose

• Type: command

• Command: npx -y @aipose/mcp

3. Local Development / From Source

git clone https://github.com/aipose/aipose-mcp.git
cd aipose-mcp
pnpm install
pnpm build
node bin/aipose-mcp.js

Related MCP server: Photography AI MCP

🛠 Available Tools

💡 Example Prompts for AI Agents

Once connected, you can ask your AI assistant:

• "Can you audit this portrait photo to see if it will keep my exact face when changing poses in AIPose?"

• "Find a classic standing studio pose with a natural hand anchor for an editorial fashion lookbook."

• "Suggest an outfit and studio scene combination that avoids synthetic plastic textures in diffusion models."

• "What are the credit rules and subscription plans for AIPose?"

🔒 Privacy & Biometric Security

AIPose operates under strict transient biometric data isolation:

• Zero Model Training: User photos are never used to train public foundation models or LoRA checkpoints.

• Ephemeral VRAM Scrubbing: GPU memory buffers are flushed immediately after 2K render completion.

• AES-256 Storage: Private buckets guarded by time-limited Presigned URLs.

For full technical specifications, read the AIPose Biometric Data Sovereignty Whitepaper.

📄 License

MIT © AIPose