Why does a capacitor block DC?

If a constant voltage (DC) is applied through an unloaded capacitor, it is charged up to a value determined by voltage and capacity (QCV). That's why it is said that capacitors block DC. If the voltage always changes over time (AC), the capacitor tries to keep it constant.