While China is very lenient on religion and the freedom of religion is enjoyed as long as it's free from imperial influences, it doesn't allow CPC members to be adherents to religions officially though they are lax at times at upholding this.

You may be thinking of North Korea which has a long history of Christians in its government since it's inception.