Los Cerralbos is a Spanish municipality of Toledo province, in the autonomous community of Castile-La Mancha. Its population is 465 and its surface area is 40 square kilometres (15 sq mi) with a density of 11.6 people per square kilometre (31 per square mile).
The mayor of Los Cerralbos is Pedro García Agüero, of the ruling Partido Socialista Obrero. The Partido Socialista Obrero has four municipal councillors, and the Partido Popular has three. In the 2004 Spanish General Election, the Partido Socialista Obrero got 49.2% of the vote, the Partido Popular got 47.3%, and Izquierda Unida got 1.3%, in Los Cerralbos.