Madison Gulf Trail is a hiking trail in Thompson and Meserve's Purchase, New Hampshire. It is within White Mountain National Forest. It is 1.9 miles long and begins at 2,292 feet altitude. Traveling the entire trail is 4.0 miles with a total elevation gain of 2,549 feet. Near the end of the trail are camp sites.