Several types of chemical bactericides have been used to control fire blight. However, their excessive usage leads to environmental deterioration. Therefore, several researchers have analyzed antagonistic microorganisms as promising, effective, and safe biological control agents (BCAs). The primary aim of this study was to screen for potential antagonistic bacteria that suppress <i>Erwinia amylovora.</i> Among the 45 isolates studied, 5 strains showed the largest inhibition zone against <i>E. amylovora.</i> 16S rRNA gene sequencing identified them as <i>Bacillus amyloliquefaciens</i> (KPB 15), <i>B. stratosphericus</i> (KPB 21), <i>B. altitudinis</i> (KPB 25), <i>B. safensis</i> (KPB 31), and <i>B. subtilis</i> (KPB 39). KPB 25 and 31 reduced the lesion size of fire blight by 50% in immature apple fruits, and did not show antagonism against each other. Therefore, KPB 25 and 31 were selected to develop an antagonistic mixture against fire blight. Although the mixture with KPB 25 and 31 showed a slightly increased ability to reduce lesion size on immature fruits, they did not exhibit a synergistic effect in reducing <i>E. amylovora</i> population compared to each strain alone. Nevertheless, we have identified these two strains as useful and novel BCAs against fire blight with additional benefits safety and potential in developing a mixture without loss of their activity, owing to the absence of antagonism against each other.