This is right next to / part of the Haynes International Motor Museum. You don’t have to visit the museum to use the cafe.
It was pretty busy when I visited on a Wednesday lunchtime. The home-made carrot & corriander soup was delicious.
Hot food served at lunchtime from a cafeteria arrangement.