The thefts were discovered as residents woke up in Chockley’s Drive, Leegomery this morning.
The gas meters were taken from meter boxes on the outside of the properties.
Telford Police have asked anyone who may have seen suspicious activity in the area to call them on 101 or Crimestoppers anonymously on 0800 555 111. The incident reference number is 62S261113.