Kakuriyo no Yadomeshi

A college student named Aoi has the ability to see spirits, a trait she inherited from her grandfather. She enjoys cooking and one day is feeding some spirits when a deity and owner of the Tenshinya appears and takes her away. He claims she must marry him to settle her grandfather's debts. Aoi refuses and instead offers to work at the Tenshinya to repay the debt.