The creation of the museum brought together the collections of the George Gustav Heye Center in New York City, founded in 1922, and the Smithsonian Institution.
The Museum of the American Indian considered options of merging with the Museum of Natural History, accepting a large donation from Ross Perot to be housed in a new museum building to be built in Dallas, or moving to the U.S. Customs House.