As the 1887 edition of the Professor's book says, "The name of this drink is a misnomer, as coffee and bitters are not to be found among its ingredients...
I didn't want to open a new bottle of port before leaving for vacation so substituted byrrh that I was trying to finish up. It was good but more subdued than the original.