AI Memory Layers

A curated collection of projects, tools, and resources related to AI memory layers — systems that give AI agents and LLMs persistent, contextual, or structured memory capabilities.

This includes vector-based memory stores, conversation history managers, knowledge graph memory, agent memory frameworks, and related infrastructure.

Note: This is a point-in-time snapshot and may be updated over time. It is non-exhaustive and inclusion does not imply endorsement.

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Awesome Lists

• Awesome AI Memory — topoteretes

• Awesome AI Memory — IAAR-Shanghai

Benchmarks

• MemoryBench — supermemoryai

Frameworks with Memory

• BaseAI — CommandCodeAI

• cognee — topoteretes

• langgraph-redis — redis-developer

• rowboat — rowboatlabs

General Memory Systems

• basic-memory — basicmachines-co

• mem0 — mem0ai

• Memori — MemoriLabs

• memobase — memodb-io

• MemoryBear — SuanmoSuanyangTechnology

• mempalace — MemPalace

Graph Approaches

• automem — verygoodplugins

• create-context-graph — neo4j-labs

• memgraph — memgraph

Interesting / Other

• AGiXT — Josh-XT

• agent-memory — neo4j-labs

• agentic-context-engine — kayba-ai

• agentmemory — rohitg00

• bagofwords — bagofwords1

• cass_memory_system — Dicklesworthstone

• ContextKeep — mordang7

• engram — Gentleman-Programming

• EverOS — EverMind-AI

• Helixir — nikita-rulenko

• hippo-memory — kitfunso

• memsearch — zilliztech

• MineContext — volcengine

• nuggets — NeoVertex1

• obsidian-mind — breferrari

• omega-memory — omega-memory

• OpenViking — volcengine

• powermem — oceanbase

• shodh-memory — varun29ankuS

Local Memory

• OpenMemory — CaviraOSS

MCP Memory

• mcp-memory-service — doobidoo

• MemoryMesh — CheMiguel23

Memory Layers

• DiffMem — Growth-Kinetics

• MemMachine — MemMachine

• memora — agentic-box

• memoripy — caspianmoon

Memory OS

• MemOS — MemTensor

• MemoryOS — BAI-LAB

Papers

• Agent-Memory-Paper-List — Shichun-Liu

Single File Memory

• memvid — memvid

Stateful Agents

• letta — letta-ai

Tutorials

• AI-Agents-Projects-Tutorials — Marktechpost

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Maintained by Daniel Rosehill