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I was trying to avoid having to custom code a file but the plugins I used before to do this are way out of date and disappointingly Ultimate branding can apparently only deal with multisite favicons for some very strange reason??!!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?
Regards
David