I'm using the following Python3 script to download ncdc data from NOAA using their friendly API.
req4 = 'https://www.ncdc.noaa.gov/cdo-web/api/v2/data?datasetid=GHCND&datatypeid=PRCP&limit=1000&stationid=GHCND:US1HIKI0020&startdate=2019-06-01&enddate=2019-07-22&units=metric'
r4 = requests.get(req4,headers={'token':Token})
d4 = json.loads(r4.text)
df = pd.DataFrame(d4['results'])
df
attributes datatype date station value
0 ,,N, PRCP 2019-06-01T00:00:00 GHCND:US1HIKI0020 0.0
1 ,,N, PRCP 2019-06-02T00:00:00 GHCND:US1HIKI0020 0.0
2 ,,N, PRCP 2019-06-03T00:00:00 GHCND:US1HIKI0020 1.0
3 ,,N, PRCP 2019-06-04T00:00:00 GHCND:US1HIKI0020 1.0
4 ,,N, PRCP 2019-06-05T00:00:00 GHCND:US1HIKI0020 0.5
This all works well and fine. Since I did not find, I'm wondering if there is a similar API to download data from GFS or CFSV2 just as appear in Google Earth Engine. Since this data is available in GEE, I hoped that it is also available using direct Python API.