The historical figure recognized as the "Father of the Constitution" is James Madison. He played a crucial role in drafting and promoting the U.S. Constitution and the Bill of Rights. Madison’s contributions to the establishment of the American government system and his advocacy for a strong federal government have made him a pivotal figure in American history.