This study developed a simple allele specific (AS) PCR assay for the detection of pathogenic Vibrio cholerae strains in seafood. A pair of primers, (1) an AS primer targeting the mutation at site G450 in the hapR2 allele and a (2) common forward primer, were designed to detect the pathogenic O1 and O139 strains. An artificial mismatch was also added to the AS primer to increase its specificity to the target allele. The PCR assays using different DNA polymerases of varying efficiencies were then optimized. The application of the AS primers in both conventional and real-time PCR assays was facilitated with enriched seafood samples spiked with known concentration of pathogenic V. cholerae. The designed AS primers showed high specificity and sensitivity to the hapR2 allele for both conventional and real-time PCR assays. Enrichment of seafood samples for 8 h is recommended to detect viable pathogenic V. cholerae presence in seafood. In this study, we developed an AS-PCR that is simple, rapid, and a low-cost alternative for routine detection of pathogenic V. cholerae in different seafood samples thus aiding in the surveillance and implementation of food safety measures at the seafood post-harvest level.