Stovall became Mayor of Arlington in January 1977, following the abrupt resignation of his predecessor, Tom Vandergriff.
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Just two months after leaving office as mayor, Stovall was appointed County Judge Mike Moncrief, who is now the mayor of Fort Worth, to serve on the Tarrant County Commissioners Court.