Which part of the eye is responsible for detecting colored light?

You have rods and cones in your eye. Cones detect colour and fine detail. Rods are used for monochrome vision; usually, monochrome vision is used in poorly lit, dark environments. Rods and cones are both in the retina of the eye.

Cones = Colour. CC is a good mnemonic.