Not to muddy the waters here, but you can use GraphQL to build APIs with graph databases like Neo4j. There are integrations that use GraphQL type definitions to define the database data model, translate GraphQL queries to Cypher, and extend the expressiveness of GraphQL by mapping Cypher queries to GraphQL fields:

https://grandstack.io/docs/guide-graphql-schema-design.html