Think of it this way:

* Centripetal means "center-seeking".

* The force is what keeps the object from flying off in a straight line (due to inertia) and instead forces it to move in a circle.

Imagine swinging a ball on a string. The string is pulling the ball inwards towards your hand (the center of the circle) – that's the centripetal force.