The classical tautochrone problem involves motion along curves caused by the special potential V y mgy ()=. We use fractional derivatives to find tautochrone curves under arbitrary potentials V y (). We generalize these further to potentials that are functions of two variables V xy (,). An appendix gives intuitive motivation for the fractional calculus employed.