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Elastic Open-Sources Atlas Agent Memory Based on Cognitive Science

Elastic open-sources Atlas: agent memory system with 0.89 Recall@10 — built for production isolation and MCP integration.

Illustration of independent geometric mechanisms passing paper tasks along branching amber tracks.
AI agents and the coordination of work.AI illustration by KeyNews
The KeyNews take

Why it matters

Elastic is shipping production-grade agent infrastructure (memory management, per-user isolation, MCP integration) that removes a critical blocker for teams deploying multi-user AI agents at scale.

The key facts

7 to know
  1. Atlas open-sourced by Elastic

  2. Built on Elasticsearch

  3. Three categories of memory for agents

  4. MCP (Model Context Protocol) integration

  5. Per-user memory isolation

  6. 0.89 Recall@10 on QA evaluation

  7. Addresses agent persistence and user context separation

Go to the source

InfoQ AI/MLinfoq.com

Publisher excerpt: Elastic open-sourced Atlas, a system built on Elasticsearch that maintains three categories of memory for agents. Atlas integrates with agents via MCP and maintains per-user isolation of memories. When evaluated on question-answering capability, it scored 0.89 Recall@10. By Anthony Alford
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