Yes, eek is in the scrabble dictionary.

Is there a word Eek?

(used as an expression of surprise, dismay, fear, or the like): Eek!

What does Eeked mean?

eked, ek·ing, ekes. 1. To supplement with great effort. Used with out: eked out an income by working two jobs. 2.