The answer is Ralph Waldo Emerson, he's credited the most for Transcendentalism.
Stowe wrote Uncle Tom's Cabin, Davy Crockett was known as a frontiersman than his writing, and Herman Melville wrote about a big white whale. They're not too involved with the Transcendentalism movement.