Never a problem with a similar setup in the last two years...Caribbean to Canada/US and back to Trinidad, a total of 30+ immigration encounters.
In the US you need a cruising certificate (good for a year) for the foreign
boat, even though you have US passports, but geting it is takes less than an hour and about $20-30 when you visit customs/immigration/homeland
security.