If its in a pot, yeah. If its in the ground i wouldnt be too concerned unless you have poor drainage. Half of mine are in the ground and I also have had 2 weeks of mostly rainy weather...My girls are thriving.
Covering it will work, but idealy you want to bring any potted plant inside at least half the time with that kind of rain as the soil will still pick up the moisture and may cause root rot.