I’m too busy and couldn’t commit to attending all those meetings

That's an understandable concern but it's important to know what is involved

before you dismiss the idea.

The time spent on Parish Council related work varies but 2 hours a week on average is probably the minimum you need to offer.

Missing the occasional meeting is acceptable.