Through virtual screening of a rationally built database consisting of 40 peptides, we identified three short peptides. After testing these three synthetic peptides, we found that the peptide Trp-Gly-Pro (WGP) showed comparable inhibitory ability as positive control cyclosporine A (CsA) on CypA-mediated PPIase activity with IC50 values of 33.11 nM and 10.25 nM, respectively. The peptide WGP had same order of CypA-binding affinity as CsA with dissociation equilibrium constant KD of 3.41×10(-6) and 6.42×10(-6) M, respectively. This peptide could also inhibit HIV-1IIIB infection. This study provides a novel strategy for rational design and development of peptidic drugs.