Provided are a cell penetrating peptide and a cell penetrating peptide complex, as well as an application thereof. The cell penetrating peptide provided by the present invention is selected from the following amino acid sequences : an amino acid sequence as represented by sequence 1, sequence 2, sequence 3, sequence 4, or sequence 5, or an amino acid sequence having at least 50% homology with any one from among sequences 1-5.