Gastric cancer (GC), a leading cause of cancer-related mortality, poses a significant global health challenge. Given its complex etiology, understanding the molecular pathways driving GC progression is crucial for developing innovative therapeutic strategies. Among the diverse proteins involved in cellular transport and mitotic regulation, kinesin superfamily proteins (KIFs) have emerged as key players in tumor biology. These motor proteins mediate intracellular transport along microtubules and are essential for processes such as cell division, signaling, and organelle distribution. Evidence indicates that specific KIFs are dysregulated in GC, potentially driving cancer cell proliferation, metastasis, and chemoresistance. Moreover, aberrant KIF expression has been associated with poorer prognoses, highlighting their potential as biomarkers for early diagnosis and therapeutic intervention. This review explores the roles of KIFs in GC and assesses their implications for research and clinical applications. By elucidating the significance of KIFs in GC, this discussion aims to inspire novel insights in cancer biology and advance targeted therapeutic strategies.