No, there's no envelope class in Shapely, which relies on (minx, miny, maxx, maxy) tuples. If you wanted to program in the same JTS style, it would be trivial to write an envelope class wrapping such a tuple.
Another option:
from shapely.geometry import MultiPoint
print MultiPoint(points).bounds