The restaurant, which opened in 1956, featured menu items such as pizza, wings and sandwiches, according to its website.
The website makes no mention of the closure. The phone number listed was disconnected.
Harry Little was located at 6809 York Road.
Restaurants Ridgely & Ferrens Market and Gourmet Express also shut down in recent months.