This paper presents some recent developments in integration methods for mechanics of nonholonomic systems,which include the generalizations of classical integrals, inverse problem of Lagrange's mechanics, Hamilton-Jacobi method, field method, invariant measure method and other methods. Finally, this paper puts forward some suggestions for future investigation.