ComfyUI

About

ComfyUI is a Governance-Driven Model Context Protocol (MCP) server that acts as a "Dynamic Tool Factory." It automatically converts ComfyUI workflow JSON files into native Python tools with strong typing, making them readily available for integration with various Large Language Models (LLMs) such as Claude or Flowise. The server provides dual discovery of its capabilities, exposing them as both generic resources and specific callable tools, ensuring maximum client compatibility. Its development follows a strict governance structure, emphasizing structured documentation and compliance protocols.

Key Features

• Dynamic Tool Factory: Automatically converts ComfyUI workflow JSONs into strongly-typed native Python tools.
• Governance-Driven: Manages codebase through strict documentation rules and context boundaries for compliant AI tool creation.
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• Smart Injection: Maps abstract arguments to specific ComfyUI nodes using the MCP_Config convention.
• Dual Discovery: Exposes capabilities as both Resources (e.g., `comfy://list`) and Tools (e.g., `list_workflows`).

Use Cases

• Integrating ComfyUI workflows as callable tools for AI agents in platforms like Flowise.
• Enabling LLMs (e.g., Claude) to dynamically utilize ComfyUI's generative capabilities.
• Automating complex image generation or processing tasks by exposing ComfyUI graphs as simple API endpoints.