A nonaffine nonlinear model for hydraulic multi-closed-chain mechanisms is built. An approximate nonlinear internal model control and a feedback control are combined. A cascade control for hydraulic servo multi-closed-chain mechanisms is proposed. Position and velocity tracking can be achieved by utilizing the proposed method. Simulations and experiments show the feasibility of the proposed control method.