Exchange Rates Between the United States Dollar and Forty-one Currencies (Measuring Worth)

This site, part of Measuring Worth (which looks at long term economic data) offers annual exchange rate data. Much of it starts early in the 20th century.

http://www.measuringworth.org/datasets/exchangeglobal/result.php