In this paper we will present the philosopher Friedrich Nietzsche’s main reflections on the scientific enterprise, its relation to the metaphysical tradition, and how the German author drew on the nineteenth century cosmological discussion to develop a worldview that ultimately endorses a dynamic and more creative form of science, whose representations and values should not be separated from human interests.