Any ideas for adding a favicon

Anyone have any ideas on the best way to add a favicon to a single WP site please?
I was trying to avoid having to custom code a file but the plugins I used before to do this are way out of date and disappointingly Ultimate branding can apparently only deal with multisite favicons for some very strange reason??!!
Surely thats an oversight?