Taking magnesium daily might help with the swelling. But before you take any kind of supplement, ask your doctor. Magnesium supplements aren't right for everyone, especially if you have a kidney or heart condition. Self-care options for mild fluid retention include a low-salt diet, supplements and drinking plenty of water. A well-hydrated body is less likely to retain fluid.