The American humorist known as the author of "The Adventures of Tom Sawyer" is Mark Twain, the pen name of Samuel Langhorne Clemens. Published in 1876, this novel vividly depicts childhood experiences along the Mississippi River and explores themes of race, identity, and adventure. Twain's wit and social commentary have made him a key figure in American literature, reflecting the complexities of society in his time.