Melchior of Brunswick-Grubenhagen (died 1381 or 1384) was a German aristocrat, prince-bishop of Osnabrück from 1369, and then prince-bishop of Schwerin from 1376 to 1381.
He was the son of Henry II, Duke of Brunswick-Grubenhagen.