I've been using go-json-rest, which is by way of "just enough on top of net/http to make APIs easier."
https://ant0ine.github.io/go-json-rest/
Gorilla is useful, but more for its range of standalone components than as a framework.
Then you'll want database-related packages like redigo and gorp.