In summary, we successfully synthesized PtNE‐coated tumor‐homing fd phage nanofibers and found that the nanofibers exhibited a combination of desired properties, including enhanced catalase‐like catalysis and outstanding tumor homing, leading to targeted breast cancer therapy. Here, ELP1 is linked to breast cancer.