Go comes with a built-in documentation server. Its homepage actually resembles the main Go homepage, but it pulls most of this content from external sources. Most/all of the documentation, however (even documentation related to old releases) is locally hosted.

go1.5.3/bin$ ./godoc -http=:6060

Then, visit it at http://127.0.0.1:6060.