Missing Northallerton man Stephen Stockdale
Team members met at the North Yorkshire Police Headquarters in Northalleton.
Their incident control vehicle was set up at the HQ and two Land Rovers were also deployed to the area.
Following consultation with the Police, a number of search parties were tasked to search various areas outside of the town including local woodlands.
Cleveland Mountain Rescue Team search for missing Northallerton man Stephen Stockdale
After approximately eight hours of searching the search parties were stood-down for the night shortly before 10pm.
A spokesman said: "Thirty-one team members were involved in the search.
"We remain ready to assist further if requested by the police, pending their on-going enquiries."