My credit sucks! Can my Parents co-sign for a house with me?

You bet! But it won't matter for a "normal" Fannie, Freddie, FHA mortgage! You can't offset 'bad" credit with "good" credit! You need to fix "your" credit! What you could do is have your parents buy the house (for cash! ...