A shared folder may be enough.
You already work in files, have a small number of contributors, and want direct control over your tools. You are comfortable maintaining a skill, arranging AI access, reviewing knowledge, and resolving conflicting edits. Reusing a setup you already have can mean less overhead.
The tradeoff: your team owns the coordination.