Implant loosening and infection around the prosthesis are the most common and serious complications in orthopedics, especially in joint surgery. To fundamentally solve these two problems, the surface of polyetheretherketone (PEEK), commonly used in orthopedic implants, is modified. PEEK is sulfonated to obtain a 3D porous structure surface. Then, polydopamine is used as an intermediary to embed SrCO3 nanoparticles into the micropores on the surface of sulfonated PEEK, so that the material can stably release strontium ions. Finally, a gentamicin-silk protein coating is added on the surface of the material to make the material release gentamicin stably. Experiments conducted on the modified material show that SrCO3 nanoparticles combined with the gentamicin-silk protein sulfonated PEEK(GS-Silk@SrCO3-PDA@SPEEK) material have strong osteogenic and antibacterial abilities both in vitro and in vivo. Our findings indicate that GS-Silk@SrCO3-PDA@SPEEK may be a potential candidate for orthopedic implant. This study also provides a novel approach for the surface modification of PEEK materials.