Do You Know the Benefits of Walking? Noodles with just a few calories per serving may sound too good to be true. But a serving of shirataki noodles contains about the same number of calories as a cup of broth or a handful of arugula. Shirataki noodles are made from a konjac rice called glucomannan that comes from the konjac root.