庙会 are traditional fairs held at temples, especially during Spring Festival. Beijing's famous ones include
地坛 (Ditan) and
厂甸; they feature food stalls, folk crafts, lion dances, and paper-cutting.
逛 (to stroll) is the verb of choice — you don't 'go', you 'stroll through' a fair.