I think "to get someone's monkey up" dates from the 19th century. You don't hear it very often these days.
However, you do hear "to go ape", meaning "to become very angry", e.g. "he went ape"; though that too has begun to sound old-fashioned.
Perhaps the phrases are related.
MrP