In the old English custom, the hare (not rabbit) was said to have an evil eye, whose glance can only be countered by people who own a hare's hind foot.
Later, rabbits were introduced in Britain from the other European countries, and since rabbits can be caught more easily than hares, the rabbit's foot replaced the hare'sfoot as a lucky charm.