Me too!
I seem to recall going to Mountain Park as well, or is that just a mixed up kid memory??
I believe you are referring to The Mount Tom park that existed several years ago just north of Springfield. The park closed in 1988. You could still see the roller coaster from I91 for several years after closing, it was eventually torn down. My parents used to take us there each fall after a visit to the Big E.