https://noaa-nos-ofs-pds.s3.amazonaws.com/index.html
Accessing these on the Python side is not too hard with xarray and zarr, the R workflow is still not known to me however. An updating bucket with the last 3+ years of nowcast/forecast model results for many ocean variables.
Another hurdle may be the irregular grid models.