CVCSs are commonly used for monorepos and large repositories. The most popular FOSS option is Subversion, although it may not be favored by all programmers and users. Perforce is another option, but it is a proprietary system.
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Rules
Rules
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Maybe Fossil might be something for you.
From what I understand, Fossil VCS is a distributed version control system, rather than being centralized.