Koster was born to Jewish parents in Berlin, Germany. He was introduced to cinema about 1910 when his uncle opened a very early movie theater in Berlin. Koster's mother played the piano to accompany the films, leaving the young boy to occupy himself by watching the films. After working initially as a short story Writer, Kosterlitz was subsequently hired by a Berlin movie company as scenarist, became assistant to Director Curtis Bernhardt. Bernhardt became sick one day and asked Kosterlitz to take over as Director.
Henry Koster went on to do numerous musicals and family comedies during the late 1930s and early 1940s, with Durbin, Betty Grable, and other musical stars of the era. He and Joe Pasternak filmed a successful screen test for Universal's newest singing star, Gloria Jean, but Koster would never direct one of her features; when Pasternak left Universal for Metro-Goldwyn-Mayer in June 1941, Koster went with him. Ironically, despite Koster's escape from Nazi Germany, when the United States entered World War II Koster was considered an enemy alien and had to stay in his house in the evening. Actor Charles Laughton would visit Koster and play chess with him.
In 1932, Koster directed his first film in Berlin, the comedy Thea Roland. Koster, who was in the midst of directing his second film Das häßliche Mädchen, had already been the subject of antisemitism, and knew he had to leave. He lost his temper at an SA officer at his bank during lunch hour, and knocked the officer out. When the film, written by Koster with Felix Joachimson, had its premiere in autumn 1933 their names were deleted and both went into exile. Koster left Germany for France, where he was rehired by Bernhardt (who had left earlier). Eventually Koster went to Budapest and met and married Kató Király in 1934. In Budapest he met Joe Pasternak again, who represented Universal in Europe, and directed three films for him. One of those films was Catherine the Last after a script by Joachimson and Károly Nóti that was remade in 1938 by Norman Taurog as The Girl Downstairs both versions starring Franciska Gaal.
In 1936 Koster got a contract to work with Universal Pictures in Hollywood, and he travelled to the United States to work with Pasternak, other refugees and his wife. Although Koster did not speak English, he convinced the studio to let him make Three Smart Girls, for which he personally coached 14-year-old star Deanna Durbin. This picture, a big success, pulled Universal out of bankruptcy. Koster's second Universal film, One Hundred Men and a Girl, with Durbin and Leopold Stokowski put the studio, Durbin, Pasternak, and Koster on top.
Koster discovered Abbott and Costello working at a nightclub in New York. He returned to Hollywood and convinced Universal to hire them. Their first picture, which featured the Who's On First? routine, was One Night in the Tropics. The female lead, Peggy Moran, would become Koster's second wife in 1942. When he married Moran, Koster promised her he would put her in every movie he made from then on. He did, but it was her statue. Usually it is a sculptured head on a mantelpiece or a piano or desk. For The Robe he commissioned a Grecian bust which appears prominently in a Roman villa.
Koster's postwar career was equally successful. He was nominated for an Academy Award for The Bishop's Wife (1947). In 1950 he directed what was his biggest success to date, the James Stewart comedy Harvey. He directed Richard Burton's first U.S. film, My Cousin Rachel, and then was given the first CinemaScope film to direct, The Robe in 1953. He directed some more costume dramas, including Désirée (1954) with Marlon Brando, The Virgin Queen (1955) with Bette Davis, The Naked Maja (1958) with Ava Gardner and The Story of Ruth (1960) with Elana Eden, then went back to family comedies and musicals, including Flower Drum Song for Universal in 1961. His last picture was The Singing Nun in 1965. Koster retired to Leisure Village, Camarillo, California, to indulge in his lifelong interest in painting. He painted a series of portraits of the movie stars with whom he worked.