I found a list of notable Eagle Scouts on Wikipedia. Here is a shorter list of sports figures, and others I have heard of.
Most surprising is Albert Belle. It's not like an Eagle Scout to attempt running down trick-or-treaters with your car.
Name Known for Year Ozzie Nelson Actor/Band leader 1920 Sheldon Leonard Actor/Director 1923 William Hanna Hanna-Barbera 1924 L. Ron Hubbard Author 1924 Gerald Ford Politician 1927 William Westmoreland Army general 1930 Ewing Kauffman MLB exec 1931 Robert McNamara Politician 1932 Sam Walton Walmart founder 1934 Lloyd Bentsen Politician 1938 Bill Gates Sr. B. Gates Jr father 1941 John Ehrlichman Politician 1942 H.R. Haldeman Politician 1942 Jim Lovell Astronaut 1943 Ross Perot Politician 1943 Ray Malavasi NFL coach 1944 Neil Armstrong Astronaut 1947 Michael Dukakis Politician 1949 Donald Rumsfeld Politician 1949 Jim Mora NFL coach 1950 Roger Chaffee Astronaut 1951 Pat Gillick MLB exec 1951 Maxie Baughan NFL player 1952 Lamar Alexander Politician 1954 James Brady Politician 1955 Dick Gephart Politician 1955 Tom Matte NFL player 1955 Tom Mack NFL player 1960 Steven Speilberg Director 1961 Beasley Reece NFL player 1967 John Tesh TV / Radio 1968 Michael Moore Director 1970 Ken Whisenhunt NFL coach 1976 Mike Rowe TV - Dirty Jobs 1979 Albert Belle MLB player 1981 Zack Galifianakas Actor 1986 Shane Victorino MLB player 1996