Can I add a watermark to a PDF without installing additional software?
Ideally, I'd like to do it using a shell script or something but appreciate manual processes at this time too.
Automator can do this with Preview's Watermark PDF Documents action. You can create this workflow as a service to receive a PDF document and add a watermark to it.