In designing a REST API for a blog application with MongoDB, I would create endpoints for each CRUD operation: POST for creating new posts, GET for fetching posts, PUT for updating existing posts, and DELETE for removing posts. Each endpoint would connect to MongoDB using a driver to perform the necessary database operations.