TAPPred is an on-line service for predicting binding affinity of peptides toward the TAP transporter.The prediction of TAP binding peptides is crucial in identifying the MHC class-1 restricted T cell epitopes. The Prediction is based on cascade SVM, using sequence and properties of the the amino acids. The correlation coefficient of 0.88 was obtained by using jack-knife validation test.