There are 59 words that contain MLI in the Official SCRABBLE® Dictionary, ranging from 6-letter words to 14-letter words. The highest-scoring SCRABBLE® words containing MLI is daydreamlike, which is worth 23 points, followed by phantomlike at 22 points.