"He looked good and seemed fine," manager Ned Yost said.
Escobar is eligible to come off the disabled list on Thursday.
"But he's got to pass some more tests first," Yost said.
Jeffrey Flanagan is a reporter for MLB.com. Follow him on Twitter at @FlannyMLB. This story was not subject to the approval of Major League Baseball or its clubs.