OAuth - Authorization server if hosted on web farm how to generate bearer token

we have formsauthentication using Machine keys if it is to be hosted on web farm

how can I host authorization server (say WebAPI) in web farm which will produce same bearer token ?

do i need to setup same Machine Key configuration on all servers ?