Capsaicin, the spicy compound in chili peppers, not only influences inflammation, metabolism, and cancer risk but also shapes the gut microbiome in complex, context-dependent ways. This comprehensive review highlights both the therapeutic promise and potential risks of capsaicin, calling for deeper research into its microbiome-mediated effects.