Spring Data JPA provides JPA repositories that allow for easy data access and management. It offers declarative CRUD and query methods, specifications for complex queries, integration with Querydsl for type-safe queries, auditing functionality, and the ability to add custom code when needed. The project is open source and available on GitHub along with code examples to demonstrate its features for simplifying data access with JPA.