If you are a foreigner marrying a US citizen, then no you are not a US citizen. Marriage to a citizen does normally give you "permanent resident" status for the duration of the union, and qualifies...
Duel citizenship is not forbidden in the United States. There is no reason that this would be impossible. Wikipedia has a page on that (United_States_nationality_law#Dual_citizenship)