LED bulbs

Just checking on something before ordering. Assuming I am getting ~12V to the current break/turn-signal lights the LED Lights, Bulbs & LED Lighting Accessories | Super Bright LEDs 1157 (red) should just be plug and go correct?

Is there anything else I need, or is it really that simple?