A device which binds together sheets of paper by driving a thin metal staple through the sheets and simultaneously folding over the ends of the staple against the back surface of the paper.
stapling machine
How often have the words stapler and stapling machine occurred in a corpus of books? (source: Google Ngram Viewer )