PlantUML[0], which is built on top of Graphviz, does have support for UML and other services such as Gitlab do support direct embedding of PlantUML (which also means you can embed Graphviz, since PlantUML is an extension of Graphviz).

[0] - https://plantuml.com/object-diagram