Receding-horizon control with zero-state terminal constraint for linear time-varying discrete systems is considered. It is shown that uniform controllability suffices to ensure closed-loop exponential stability thus relaxing the reversibility and/or detectability requirements made in the existing literature. The result has interesting implications in the design of predictive controllers with guaranteed closed-loop stability.