The present invention relates to a composition for bone-filling, more particularly, to a bone-filling composition for stimulating bone-formation and bone consolidation comprising calcium sulfate and viscous biopolymers. The composition of the present invention can easily be administered into the missing part of injured bone. Since the composition of the present invention does not diffuse to surrounding organs, it can effectively be used for bone-filling material suitable for body.