U.S. exchanges are racing to secure a piece of the growing cryptocurrency market.

CBOE Holdings Inc., which oversees the largest U.S. options exchange, has entered an agreement with brothers Cameron and Tyler Winklevoss to use bitcoin market data. The move paves the way for Chicago-based CBOE to list bitcoin derivatives.

CBOE is joining forces...