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MemBrain 1.0

MemBrain 1.0 is a long-term memory and context management layer for agentic AI. Instead of a single heuristic retriever, it splits tasks like entity extraction, summarization, conflict resolution, and hierarchical compression into specialized sub-agents that coordinate. This design, plus careful temporal and entity modeling, lets MemBrain outperform systems like MemOS and EverMemOS on benchmarks such as LoCoMo, LongMemEval, PersonaMem-v2 and KnowMeBench, positioning it as a new reference point for persistent agent memory.
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Released: February 5, 2026

Overview

MemBrain 1.0 is Feeling AI’s agentic memory system that decomposes long-term memory into cooperating agents, achieving SOTA on multiple long-horizon memory benchmarks for LLM agents.

About FeelingAI

Building Better Social Connections and Personality Expression. We gathered a group of people who hope to bring happiness to others.They are AI scientists, algorithm researchers, game engineers, designers, and interactive entertainment product managers.

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Tools using MemBrain 1.0

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Last updated: February 12, 2026
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