While not exactly web based but it is high quality and open source product called Robomongo. It is cross platform and can be used anywhere (Windows/Mac/Linux).
Great didn't know about this, looks slick :). Just wanted to add you can use the existing version of Robomongo which will work with mongo 3 but with the old shell. Mongo 3 shell support is already in discussion .