Under intensive and high-density aquaculture conditions, the cultured eels are easily infected by a variety of virulent Aeromonas species, which leads to high mortality rates and economic losses. In this study, a visual closed-tube loop-mediated isothermal amplification (LAMP) assay was developed for targeting aerolysin gene of Aeromonas species affecting cultured eels. Firstly, two pairs of outer and inner primers were designed against a conserved region of the aer gene from different Aeromonas species. Secondly, the weakly buffered aer-LAMP assay was optimized under various Mg²⁺ concentrations, different amplification times and amplification temperatures followed by the visual evaluation of phenol red dye and SYTO-9. Thirdly, the detection limit of the aer-LAMP assay showed 16.8 copy/μl which was simultaneously evaluated by the color changes from red to yellow and the real-time fluorescence amplification curves. The specificity of the aer-LAMP assay showed no cross-reaction with other related species. In addition, 30 Aeromonas strains and 40 clinical tissues from eels were used to further validate the effectiveness of the aer-LAMP assay. All the results showed that the aer-LAMP assay provided a rapid, simple, and reliable method for detecting Aeromonas harboring the aerolysin gene, which would be helpful for the prevention and control of Aeromonas infection in cultured eels.