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You can full well deploy docker stacks using ansible. This is what I used to do for rocket.chat: [1] [2] (ditched it for Matrix/element without Docker, but the concept stays valid)
What I suggest is writing a playbook that list the roles attached to your servers, even if the roles actually do nothing:
This is a good start for a config management/automated deployment system. At least you will have an inventory of hosts and what's running on them. Work your way from there, over time progressively convert your manual install/configuration steps to automated procedures. There are a few steps that even I didn't automate (like configuring LDAP authentication for Nextcloud), but they are documented in the relevant role README [3]
That makes a lot of sense.