That's not what happens in Golang.
But lots of programs (and most of the programs that I write) don't use any cryptography, and only have trivial networking requirements, and outside those areas, I'd argue that the Python standard library [0] has broader coverage, supports more features, and is better documented than the Go standard library [1].
The Go standard library is still pretty great though, and is well ahead of most other languages; I just personally think that it's a little worse than Python's. But if you mostly write networking/crypto code, I can easily see how you'd have the opposite opinion.
Go's package management is actually one of its strongest points, so I think that it's unsurprising/good that some projects have lots of dependencies. But I still stand by the point that you shouldn't judge a language based on how many dependencies most programs written in it use.
(Except for JavaScript, where I have no problem judging it by the npm craziness :) )