Those who see Bernard Madoff as an evil purveyor of excess might be disappointed by his beach house: It’s not that palatial.

At 3,014 square feet, the home is cottage-size by superrich standards. Its faded furnishings look as old as Madoff’s epic fraud. There’s no garage. Not even a walk-in closet.