Here's a breakdown:
* Ferme: Means "close" or "shut"
* La: The definite article, meaning "the"
* Bouche: Means "mouth"
So, the literal translation is "close the mouth".
It's important to note that this phrase can be considered rude or aggressive, similar to "shut up" in English.