What does "pull out all the stops" mean?

Use all the resources or force at one's disposal, as in The police pulled out all the stops to find the thief. This term comes from organ-playing, where it means “bring into play every rank of pipes,” thereby creating the fullest possible sound. It has been used figuratively since about 1860.