Sometimes when the water has been turned off at the water main, it is likely to cause cloudy water. This is due to air in the lines. You can check by filling a glass with water and letting it sit for a short time. If the water clears, there is air in the line.
To remove this air, turn on the cold water taps in the home and let them run for 5 to 10 minutes.