MongoDB Adds AI Retrieval Tools for Live Atlas Data

Retrieval-Augmented Generation: How RAG Grounds AI Answers

When enterprise AI models encounter context cutoffs or proprietary databases, they risk hallucinating outdated information. Retrieval-Augmented Generation solves this by connecting Large Language Models directly to external, authoritative data sources in real time. Relying solely on pre-trained memory, a system built on Retrieval-Augmented Generation fetches relevant documents—such as newly updated travel policies or private technical […] The po…

MongoDB adds AI retrieval tools for live Atlas data

Developers will be able to build AI agents on live production data without separate vector stores or synchronisation overhead.

MongoDB Introduces Atlas Managed MCP Server

MongoDB announced Atlas Managed MCP Server, a fully hosted way to connect agents to Atlas without running additional infrastructure, allowing developers to add MongoDB Atlas to Claude Code, Codex, Grok Build and Devin. “The AI tools teams reach for keep changing, so our approach is to make sure MongoDB is present in all of them, whether a team is working in Claude or Codex, or running an agent in production. More of that building is now done by …

MongoDB adds AI retrieval tools to Atlas platform

Developers can now query live Atlas data from ChatGPT, Claude and coding agents, cutting setup work and reducing stale AI responses.