Police escorted the five youths home and charged them with disorderly conduct after the disturbance around 6.45pm on Saturday, February 2 at the West of Scotland Rugby Club at Glasgow Road.
It is alleged they shouted and swore at police officers.
East Dunbartonshire Police tweeted: “We continue to tackle and impact on anti-social behaviour in Milngavie. Several youths taken home and charged in the presence of their parents on Saturday night.”