Rappahannock Coffee is set to close at the end of November, making way for a new café with a different name. Located at 2406 Columbia Pike, the independent coffee shop first opened in May 2001, according to its website. Owner Gi Lee said that after two decades of brewing coffee, he is ready to retire. Rappahannock Coffee in Penrose is closing next month, making way for a new café with a different name.