Anti-Federalists were a group of individuals who opposed the ratification of the U.S. Constitution in the late 18th century, advocating for stronger state governments and fearing that a powerful central government would threaten individual liberties. They played a crucial role in shaping the debate surrounding the Constitution by raising concerns about potential government overreach and the lack of a Bill of Rights to protect citizens' freedoms.