A protein-based nanoparticle containing cell penetrating peptides (CPPs) and enhanced green fluorescent protein (EGFP) was developed through a genetic engineering method. In addition to high stability and good biocompatibility, this fluorescent protein nanoparticle also displayed preferential tumor accumulation, indicating its potential application in tumor imaging and anti-cancer drug delivery.