I just tried to use it via the Java API (using the dockerized memgraph and neo4j driver, as indicated in your page), but there seems to be some SSL issues (self-signed certs). If I disable the SSL when running memgraph, it seems to connect, but the neo4j driver complains about it being an "unknown server". These checks are present in the newer neo4j drivers.
Is the Java API supposed to be used with an older neo4j driver?