The Master Cleanse Diet involves a homemade mixture of lemon juice, cayenne pepper, a liquid sweetener such as maple syrup, and water. By following this diet, which consists of around 650 calories a day and incorporating mint tea, individuals can achieve weight loss and detoxification.