The fairy godfathers are the male version of the fairy godmother. They use magic wands to do their magic, Moth claims that fairy godfathers and godmothers are lesser fairies that are born as adults.
The two fairy godfathers in the Sisters Grimm series are Tony Fats and Bobby Screwball. They speak with stereotypical mafia gangster accents - a minor reference to The Godfather.