The web tool MPEPE is proposed to predict the high-level expression propensity of a gene based on the deep learning method with the three coding schems that are the synonymous codon number, i.e., number of codons encoding the same amino acid (1 to 6), the specific amino acid it called (1 to 20), or its specific nucleotide combination (1 to 61).