Which nationality is All Might?
His full name is Toshinori Yagi which is a Japanese name as you said and according to wiki his birthplace is Tokyo. 

Other evidences are:


His mentor, Nana Shimura, is also Japanese.
All Might also go to  U.A. High School and his homeroom teacher was Gran Torino.