Change server variable character_set_server

I want to change the mysql server variable character_set_server to utf8. I have googled on this but can't seem to find the information I'm looking for or the instructions don't match. It seems I need to edit a file called my.cnf but this file does not exist on my system. The version is 5.1.36.