The 28-year-old has agreed personal terms and passed his medical and will join Newcastle subject to receiving a work permit.
Geremi has been linked with a number of Premier League clubs.
Newcastle has already signed midfielder Joey Barton, striker Mark Viduka and defender David Rozehnal this summer.