ForgeLab: LLVM for design, generates 3D files via MCP

ForgeLab: LLVM for Design with MCP Integration

ForgeLab provides a novel approach to programmatic 3D design by leveraging a JSON Intermediate Representation (IR) and an MCP server. This toolchain empowers AI agents to generate complex 3D files for popular design software like KiCad, FreeCAD, and the glTF standard. By abstracting the intricacies of CAD and 3D modeling into a structured JSON format, ForgeLab significantly lowers the barrier for AI-driven design workflows.

What ForgeLab Does

ForgeLab acts as a bridge between AI agents and 3D design software. It defines a standardized JSON Intermediate Representation (IR) that AI models can output. This IR is then processed by an MCP (Meta-Command Protocol) server, which translates the JSON instructions into actual 3D geometry and exports it into formats compatible with KiCad (for electronics design), FreeCAD (for general parametric modeling), and glTF (for 3D graphics and web applications). This enables developers to integrate AI-powered design generation directly into their applications and workflows.

Key Features

• JSON Intermediate Representation: A structured, human-readable format for describing 3D designs, making it ideal for AI output.
• MCP Server: Facilitates communication and translation between the JSON IR and target design software.
• Multi-Format Export: Supports generation of KiCad, FreeCAD, and glTF files.
• Open Source: Developed and available on GitHub, promoting transparency and community contribution.
• AI Agent Integration: Designed specifically to enable AI agents to control and generate 3D designs.

Who ForgeLab is For

ForgeLab is a valuable tool for AI developers and computational designers . It is particularly useful for those looking to build AI systems capable of generating electronic schematics and PCB layouts (via KiCad integration), creating parametric 3D models for engineering and product design (via FreeCAD integration), or producing 3D assets for real-time applications and the web (via glTF export). If your project involves automating 3D design processes or enabling AI to interact with the physical or digital design space, ForgeLab offers a robust foundation.