The constraint control problem is considered for the continuous interval system with time-varying delay. Firstly, a feedback controller is designed to guarantee the positivity and asympototic stability of the system. Then, sufficient conditions are given for the existing of bounded robust state feedback controllers. At the same time, the corresponding controller is also designed. Finally, a numerical example is given to illustrate the effectiveness of the proposed method.