One inconsistency I noticed is that requesting service=WMS from this URL provides more information than requesting the REST JSON from this URL. For example, in the WMS request, we can see the time dimension for each layer, but this information is not available in the REST JSON request.
We need to add the support for MapServer to pyarc2stac