Unfortunately beaches near Tokyo aren't so clean and often a lot of rubbish is often floating around.
Yuigahama beach in Kamakura is one of the most popular beaches near Tokyo. It takes about one and a half hour to reach it by train from central Tokyo and it is usually crowded on weekends and on public holidays.