It was founded by Leonard Robinson who bequeathed money, land and his house so that someone should "teach school in the town of Scorton" The school's Latin motto was Sola in Deo Salus means "Safety in God alone".
During the 1991 summer holidays, chairman of the governors John Bell announced, that the school was no longer viable with only 100 pupils.
The school was a charitable trust but it was heavily indebted and the lack of new admissions meant that it would be impossible to continue operating and to balance the books.
Other small independent schools in the area have also closed over recent years, these include the Assumption Convent in Richmond in 1993 and the Great Ayton Friends' School in 1997.
After closure the four acre site was bought by a local builder named Randall Orchard.