Resveratrol, a naturally occurring polyphenol found in grapes, berries, and peanuts, has garnered significant attention for its potential anti-cancer properties. This review provides a comprehensive analysis of its role in cancer therapy, both as a standalone treatment and in combination with other therapeutic approaches. This review explores the molecular mechanisms underlying resveratrol’s anti-cancer effects, including its antioxidant activity, modulation of cellular signaling pathways, antiproliferative properties, anti-inflammatory effects, and epigenetic influences. This review also examines in vitro and in vivo studies that highlight resveratrol’s efficacy against various cancer types. Furthermore, the synergistic effects of resveratrol when used in conjunction with conventional treatments like chemotherapy and radiotherapy, as well as targeted therapies and immunotherapies, are discussed. Despite promising preclinical results, this review addresses the challenges and limitations faced in translating these findings into clinical practice, including issues of bioavailability and toxicity. Finally, it outlines future research directions and the potential for resveratrol to enhance existing cancer treatment regimens. This review aims to provide a thorough understanding of resveratrol’s therapeutic potential and to identify areas for further investigation in the quest for effective cancer treatments.