Using Vitamins to Boost Metabolism. Part of the series: Nutrition Tips for Healthy Living. Eat more fruits and vegetables, excellent food sources for vitamins, to boost metabolism while attempting to loose weight. Add vitamins and fiber to a diet to boost metabolism with the dietary tips in this free video on nutrition from a professional wellness counselor.