The present invention provides the CP-BMP recombinant protein with technical advantages as an intracellular protein therapy for the treatment of bone defects caused by osteogenesis imperfecta, osteoporosis, fracture and osteoctomy in that it could resolve cell-/tissue-permeability and bio-transfer function.