A CP-BMP recombinant protein is disclosed. The CP-BMP recombinant protein has 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.