The safest way to get iMovie is through the Mac App Store. If your Mac is running an older OS, the App Store will often offer you the "last compatible version" automatically when you click the download button. Option 2: Apple Support Downloads
and ensure you are signed in with the Apple ID you previously used to download or purchase iMovie. Navigate to your Account/Purchases imovie 10.1.12 download