The Tokyo Metropolitan Art Museum is another great place to spend a rainy afternoon in Tokyo. The museum has a collection of over 10,000 items, including Japanese and Western art, and hosts several temporary exhibitions throughout the year. The museum also has a cafe and a gift shop, where you can buy souvenirs and art books.