Toolcraft provides an open-source starter kit along with a UI library specifically designed for building custom design applications utilizing AI technology. It empowers users to create everything from simple utilities to complex interactive tools all within a robust design framework which includes essential features like a working canvas, toolbar, layers, and integrated AI capabilities.