You'd use "vorrei" there. "Mi piace" isn't "I would like", but "I like".
Note, though, that there's also "mi piacerebbe" (the conditional form). That corresponds to English "I'd like to" as well, but in the meaning "I'd enjoy to" rather than "I'd want to".