Yes. If it helps: I run it under Gnome. Maybe you need some extra service running?! I just checked and on my machine - in addition to Geary - there is the evolution-data-server running among others (evolution-source-registry, evolution-alarm-notify, evolution-calendar-factory, evolution-addressbook-factory).