<p>There is justification for optimism about the potential contribution of alternative medicines to cancer management, which now ranks as the second leading cause of death globally. Primary carcinogens arise from several sources, including agriculture, industry, and dietary intake. Gastric cancer (GC) significantly affects an individual’s health due to its classification as a malignant tumor associated with elevated mortality and morbidity rates. Chemotherapy is now widely regarded as the gold standard for treating GC. Chemotherapy, however, exerts significant detrimental effects on human health, including irreversible damage to multiple organs. Consequently, it is essential to employ innovative strategies for cancer prevention. Natural products are now the focus of intensive study due to their efficacy against cancer and low toxicity levels. Natural compounds have shown a diverse range of anti-cancer properties. This review aims to emphasize studies on natural compounds that inhibit metastasis, induce apoptosis in GC, and decrease cellular proliferation. All the natural compounds from different sources were incorporated in this review not only medicinal plants derived compounds. This review aims to examine a comprehensive array of natural therapies that may enhance human health and facilitate GC prevention without inducing discernible negative effects. Moreover, this review aims to discuss the toxic side effects of phytochemicals and shed light on mechanisms underlying the action of potential natural products against GC. This review offers a novel perspective by integrating a broad spectrum of natural compounds from diverse sources, not limited to medicinal plants, to explore their anti-cancer properties against gastric cancer.</p>