The school, in the 200 block of Righters Mill Road, was locked down for about 35 minutes.
That lockdown was lifted shortly after 2:00 p.m.
The person police were looking for has not been found.
No injuries were reported.
Lower Merion Police say officers will remain at the school during dismissal.