It is not recommended to take any supplements for fat loss without consulting a doctor or other healthcare professional. If you are looking for supplements that are generally considered safe and effective for fat loss, some of the most popular include green tea extract, conjugated linoleic acid (CLA), and caffeine. Additionally, some studies have suggested that taking omega-3 fatty acids may help reduce body fat.