In this paper we consider $V$-cycle and $W$-cycle multigrid algorithms for numerical solution of the stationary Stokes equations for an incompressible viscous fluid $$ -Delta u + grad p = f in Omega, $$ $$ (1.1) div u = 0 in Omega, $$ $$ u = 0 on partialOmega. $$