The Prime Directive is not a bad idea when it exists to minimise harm. When it gets turned into a pseudo-religious dogma, where it is considered better to allow a culture to be extinguished than to risk contaminating it, that’s when there are problems for me.
The problem is that there’s nothing inherently special or good about natural processes. Why should they want to avoid interfering with them?