Maybe something like this? This isn't an endorsement, although I've used other products from Superbright LEDs and found them satisfactory.

If you're talking about a deck with open joists where rain and snow melt will run down between the planks, you'll want sealed fixtures, something like THIS.

The first uses a separate landscape lighting transformer at 12v. The second uses a 120v plug.