My family tree (bush, thicket) is the ongoing effort of my uncle, started roughly 30 years ago. There are nearly 130,000 individuals in it.
We are migrating his data from The Master Genealogist (TMG) to Geneweb. That is quite a long story 8)
You might like to look into Webtrees.
If I give you a free beer, you have one beer. If I give you the recipe, you can make your own beer. You do have to make your own open source beer or you can hire someone to do it for you or perhaps take you through the steps a few times until you’ve got it. With luck there will be a community of open source beer brewers with whom you can interact and improve those recipes.
Free software is free until it isn’t! The illicit drugs industry works in a similar way (the first hit is for free).