Adding nuget package in C# Interactive fails

Question

I am trying to add a nuget package in C# Interactive in Visual Studio Code. Seems pretty straight forward, but it always fails.

#r "nuget:Newtonsoft.Json"

I always get back:

Error: PackageManagement Error 3217 Invalid URI: The format of the URI could not be determined.

Same response for multiple packages.