The Silk Museum was established in 1959 and has been going strong ever since. It has recently re-opened after a number of renovations, and features a number of interesting displays including quite a few gorgeous kimono. The museum also includes displays of silk-making machines, as well as actual demonstrations of silk being manufactured, which is fascinating.
http://www.silkmuseum.or.jp/english_main/information/