I haven't memorized the Scrabble dictionary, though I have learned a bunch of the obscure 2-letter words.

Boggle - it's where you have a grid of letters (4x4 or 5x5) and you have a few minutes to make as many words as you can using letters that connect. Look up the game Tangleword(s) on Playsite - same game, with a few more options.