A tracking control problem for the multi-agent systems with a rotating leader is studied.The system is a second-order multi-agent system, including followers and a leader, and the leader is an uniform circular motion agent.A control protocol is proposed for the rotating leader to track such a leader, by using the Lyapunov approach, it is proved that all the agents can follow the leader.Finally, some simulation results show the effectiveness of the proposed protocol.