The closest major airport is Brunswick Golden Isles Airport (BQK / KBQK). This airport has domestic flights from Brunswick, Georgia and is about 14 miles from the center of Jekyll Island, GA.
Another major airport is Jacksonville International Airport (JAX / KJAX), which has domestic flights from Jacksonville, Florida and is 43 miles from Jekyll Island, GA.