Graphene, a novel carbon-based material, has been widely used as osteogenic agent for the potential effect on the promotion of osteoblast proliferation. Tea polyphenol-reduced graphene oxide (TPG) is a simple and environmental-friendly raw material to obtain graphene. In this study, TPG was deposited on the Ti substrate to promote the bone regeneration. We prepared a honeycomb-like structure by acid and alkali pretreatment and immobilized the TPG layer (Ti-TPG) on the surface via electrochemical deposition. Scanning electron microscopy (SEM), atomic force microscopy (AFM) and X-ray diffraction (XRD) were used to identify the immobilization of TPG on the titanium (Ti) successfully. Furthermore, the biological response of the Ti-TPG surface to rat osteoblast was evaluated. We also studied the cell adhesion, proliferation and expression of ossification genes on the sample. The results revealed that Ti-TPG had an advantage over Ti alloys in modulating cellular activity and Ti-TPG may be a promising coating for biological materials.