The invention relates to compositions useful for bone repair and methods of preparing the same. The invention is particularly suitable for bone repair of large bone defects. In an aspect of the invention, the compositions comprise a biocompatible polymer and a clay that form a scaffold. In a further aspect of the invention, the multiple scaffolds can be configured together to form scaffold blocks.