Riding Bean

Bean Bandit and his partner Rally Vincent are couriers for hire - transporting clients and delivering goods in his custom sports car "Roadbuster" for a hefty price. But when they are hired to escort a kidnapped girl named Chelsea to her home, they don't realize they're being framed for kidnapping as their former clients Semmerling and Carrie plan their escape with Chelsea's father and the ransom money.
(Source: Anime News Network)