Agent

EverMemOS

Infinite memory. Persistent identity. Evolving intelligence. EverMemOS, powered by EverMind, is entering beta on the new cloud platform. The Memory Genesis Competition 2026 officially launches alongside it.

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Verdict

A quick read before you dig into the full page.

Best if
You are aI Developers and need: Building AI agents that truly understand users and act with long-term consistency
Skip if
You need enterprise SLAs or a fully managed team plan right away
Pick this when
Freemium · Free

Overview

EverMemOS, powered by EverMind, is entering beta on the new cloud platform. The Memory Genesis Competition 2026 officially launches alongside it.

EverMemOS screenshot

Best for

Short scenarios where EverMemOS tends to shine.

  • Building AI agents that truly understand users and act with long-term consistency

    Best for AI Developers

  • Developing AI that evolves with greater proactivity and becomes a personalized partner

    Best for AI Researchers

  • Creating AI for long-term conversations, causal attribution, and passive memory tasks

    Best for Intelligent Agent Developers

  • Integrating advanced memory capabilities into enterprise applications

    Best for Enterprise AI Integrators

  • Developing high-precision, structured information processing AI

    Best for Companion AI Developers

  • Designing empathetic and emotionally intelligent companion AI

    Best for Next-gen AI Model Builders

Example outputs 1

Sample generations and before/after results for EverMemOS.

Access & connections

Where you can use EverMemOS.

Platforms

Web

Capabilities

What this tool accepts, produces, and is strongest at.

Highlights

  • Continuous, near-infinite memory for AI agents
  • Long-term identity and consistency for AI
  • EverMemOS: Open-source memory operating system acting as a "memory application processor"
  • EverMemBench: Industry-standard benchmark for evaluating AI memory systems (long-term conversations, causal attribution, passive memory)
  • EverMemModel: Core engine for parametric long-context understanding, supporting near-infinite context length and end-to-end training
  • Hierarchical Memory Extraction and Dynamic Organization into structured memory graphs
  • Extensible Modular Memory Framework adaptable to diverse application requirements
  • Achieves SOTA performance on benchmarks like LoCoMo and LongMemEval-S

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FAQ 8

What is EverMemOS?
EverMemOS, powered by EverMind, is entering beta on the new cloud platform. The Memory Genesis Competition 2026 officially launches alongside it.
How to use EverMemOS?
Users can "Get started for free" with EverMemOS or "Join Waitlist" for access. Developers can integrate the open-source EverMemOS, EverMemBench, and EverMemModel components via their respective GitHub repositories. The platform is designed to be integrated into AI agents and applications to provide them with advanced memory capabilities.
What is EverMind?
EverMind empowers AI with continuous, near-infinite memory and long-term identity, providing the foundation for AI that truly understands, acts consistently, and evolves.
What is EverMemOS?
EverMemOS is the core open-source memory operating system for AI, designed to give AI a lasting identity by enabling it to reason with context, grow with experience, and evolve from a stateless tool into a personalized partner.
How does EverMemOS differ from traditional memory systems?
EverMemOS is a "memory application processor" rather than just a database. It uses unique reasoning and fusion mechanisms to actively and continuously influence AI's thinking, ensuring long-term understanding and personalized interactions, and employs hierarchical memory extraction into structured memory graphs.
What is EverMemBench used for?
EverMemBench is the industry-standard benchmark for evaluating AI memory systems, focusing on three main tasks: long-term conversations, causal attribution, and passive memory.
What is EverMemModel?
EverMemModel is the core engine for parametric long-context understanding, aiming for near-infinite context length by storing memory data using the language model's KV cache and supporting end-to-end training, unlike traditional RAG systems.
Has EverMemOS achieved any notable performance?
Yes, EverMemOS has achieved a state-of-the-art score of 92.3% reasoning accuracy on the LoCoMo benchmark and SOTA performances on LongMemEval-S.
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