The combination of high-quality mutagenesis and effective screening can improve the efficiency of enzyme directed evolution. In this study, a high efficiency cloning construction method of Multi-points Combinational Mutagenesis (MCM) was developed. Efficient multi-point combination mutations were performed in this MCM method by introducing DNA assembly, fusion PCR and hybridization techniques. After optimization, the efficiency of MCM was tested by directed evolution of benzoylformate decarboxylase. The obtained number of Colony Forming Units (CFUs) by electroporation to competent cells E. coli TreliefTM 5α exceeded 106 CFUs/μg DNA. Test results show that 90/100 clones were precisely assembled. The efficiency of simultaneous mutation at 5 sites (L109, L110, H281, Q282 and A460) was up to 88%. Finally, a mutant enzyme (L109Y, L110D, H281G, Q282V and A460M) with a 10-fold increase in kcat/Km was obtained. Therefore, this method can effectively create diverse mutant libraries and promote the rapid development of enzyme directed evolution.