The problem of tracking control of a class of nonlinear systems subject and control-rate constraints is considered. continuous-time predictive control approach is used to derive the nonlinear constrained control law. Asymptotically stable tracking is ensured in the absence of saturation. The control and control-rate constraints are guaranteed to be strictly satisfied by the control law. An example is given to demonstrate the effectiveness of the method.