Fractional function spaces have been widely applied for solving differential, integral, integro-differential equations both in pure and applies mathematics. In this talk, we deal with the case of zeta functions. More precisely, we show the advantages coming from the fractional calculus of zeta functions. We conclude with an application in Shannon entropy and approximation theory.