A small retail store, often in a residential area, that carries a limited selection of everyday items such as newspapers, sweets and stationery, and is open long hours for the convenience of shoppers.
stationer's
noun
A shop that sells stationery
How often have the words corner shop and stationer's occurred in a corpus of books? (source: Google Ngram Viewer )