How to get a multivariate normal distribution in 3D?

I would like to visualize a multivariate normal distribution (with 2 variables) in 3 dimensions. Ideally I want to plot it similar to the visualization here. I can sample values from a multivariate normal with specified means and covariance matrix, but not sure where to take it from there.

Thanks

Hi, did you google this?

Looks like more or less what you are serching for: