Gnocchi is primarily made up of just a few ingredients, including potatoes, flour, and egg yolks. The type of flour used will determine whether or not the gnocchi is gluten-free. Traditionally, most gnocchi contain gluten. However, you are able to purchase (and make) gluten-free gnocchi too.