The document database for apps that need to scale — now with first-class vector search.
Atlas is MongoDB’s fully managed cloud database, and in 2026 its vector search makes it a one-stop store for both app data and AI embeddings.
Who it's for: App teams that want operational data and semantic search in the same database.
Hybrid lexical + semantic search over embeddings in one query.
Fully managed replica sets with autoscaling.
Powerful pipeline for analytics and transforms.
Native dashboards and serverless event handlers.
Atlas is the pragmatic default for AI apps that need a vector store next to their operational data. The free M0 tier is enough to ship a demo.