Understanding outbreak dynamics, global spatial distribution patterns, and connectivity is essential for advancing the One Health approach and mitigating future disease risks. The findings reveal the risk of global Mpox transmission, emphasizing the need for continued surveillance, contact tracing, quarantine measures, and global collaboration to help curtail the global spread of Mpox.