in Martha's Vineyard, an island in Massachusetts, People.com reported.
"They are so in love and really excited for their big day," a source told the celebrity news website. "They [were] really happy to celebrate their big day with all their close friends and family."
People.com said the intimate ceremony took place Sunday.
No other details, such as who attended, were immediately reported.
Meyers is best known for his work on "Saturday Night Live." He will take over as host of "Late Night" this winter when Jimmy Fallon departs to take over "The Tonight Show."
Celebrity Breakups and divorces of 2014 [PHOTOS]