AI Agent Memory Projects

thedotmack / claude-mem

Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions.

666ghj / MiroFish

A Simple and Universal Swarm Intelligence Engine, Predicting Anything. 简洁通用的群体智能引擎，预测万物

mem0ai / mem0

The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production.

bojieli / ai-agent-book

《深入理解 AI Agent：设计原理与工程实践》（李博杰 著）开源主仓库：全书正文、编译版 PDF 与按章配套代码

pingcap / tidb

TiDB is built for agentic workloads that grow unpredictably, with ACID guarantees and native support for transactions, analytics, and vector search. No data silos. No noisy neighbors.

volcengine / OpenViking

Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.

topoteretes / cognee

Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.

supermemoryai / supermemory

Memory and context engine + app that is extremely fast, scalable, and can be run fully locally. The Memory API for the AI era.

TencentCloud / TencentDB-Agent-Memory

TencentDB Agent Memory is a team-level memory hub for AI Agents — turning conversations, docs, and code into four reusable memory assets (Chat Memory, Skill, LLM-Wiki, Code-Graph) that are governed

dolthub / dolt

Dolt – Git for Data

MemoriLabs / Memori

Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems.

alibaba / zvec

A lightweight, lightning-fast, in-process vector database

NevaMind-AI / memU

Personal memory across agents

semantica-agi / semantica

Graph-Native Infrastructure for Context and Accountable AI Systems

EverMind-AI / EverOS

One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and workflows.

MemTensor / MemOS

Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings and DeepSeek Harness support.

henrypp / memreduct

Lightweight real-time memory management application to monitor and clean system memory on your computer.

deeplethe / utopia

World's first open-source enterprise world model.

plastic-labs / honcho

Memory library for building stateful agents

IgorMundstein / WinMemoryCleaner

This free RAM cleaner uses native Windows features to optimize memory areas. It's a compact, portable, and smart application.

kungfu-systems / kungfu

Your agents don’t hand off the work. Kungfu keeps the same Work moving across Codex, Claude, OpenCode, and your own execution surface.

CaviraOSS / LongMemory

Local persistent memory store for LLM applications including claude desktop, github copilot, codex, antigravity, etc.

FlowElement-xinliuyuansu / m_flow

A bio-inspired cognitive memory engine — a new paradigm for Graph RAG.

ai-boost / awesome-harness-engineering

Awesome list for AI agent harness engineering: tools, patterns, evals, memory, MCP, permissions, observability, and orchestration.

TencentCloud / Octop

A smarter, self-hosted AI assistant — multi-user, multi-agent.

bdwgc / bdwgc

The Boehm-Demers-Weiser conservative C/C++ Garbage Collector (bdwgc, also known as bdw-gc, boehm-gc, libgc)

GPUOpen-LibrariesAndSDKs / VulkanMemoryAllocator

Easy to integrate Vulkan memory allocation library

Mirix-AI / MIRIX

Mirix is a multi-agent personal assistant designed to track on-screen activities and answer user questions intelligently.

pashpashpash / vault-ai

OP Vault ChatGPT: Give ChatGPT long-term memory using the OP Stack (OpenAI + Pinecone Vector Database). Upload your own custom knowledge base files (PDF, txt, epub, etc) using a simple React frontend.

awslabs / agentcore-samples

Amazon Bedrock Agentcore accelerates AI agents into production with the scale, reliability, and security, critical to real-world deployment.

letta-ai / letta-code

Stateful agents that are like people, with memory, identity, and the ability to learn and adapt

neomjs / neo

Neo.mjs is a self-evolving software organism: a professional end-to-end AI engineering team whose cross-model swarm inhabits live apps via Neural Link, Active Hybrid GraphRAG, DreamService

MemMachine / MemMachine

Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation autonomous systems.

memodb-io / memobase

User Profile-Based Long-Term Memory for AI Chatbot Applications.

zilliztech / memsearch

A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex, DSH), backed by Markdown and Milvus.

kayba-ai / agentic-context-engine

🧠 Make your agents learn from experience. Now available as a hosted solution at kayba.ai

Bitterbot-AI / bitterbot-desktop

Bitterbot - a mesh of agents that turns shared experience into collective capability.

cytostack / openwolf

Portable project memory across Claude Code, Codex and OpenCode, plus token accounting measured from harness transcripts. Local file I/O, no API calls, no telemetry.

moorcheh-ai / memanto

Memory that AI Agents Love!

Xnhyacinth / Awesome-LLM-Long-Context-Modeling

📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥

cortexkit / magic-context

Unbounded context. Memory that manages itself. One session, for life. The hippocampus for coding agents, part of CortexKit.

agentset-ai / agentset

The open-source RAG platform: built-in citations, deep research, 22+ file formats, partitions, MCP server, and more.

xzf-thu / VoiceMem

Infrastructure for the next generation of voice agents, designed to provide universal memory. It is divided into a left brain and a right brain, storing information and emotions respectively

lucidrains / titans-pytorch

Unofficial implementation of Titans, SOTA memory for transformers, in Pytorch

doobidoo / mcp-memory-service

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

MemTensor / memmy-agent

🍙 A personal AI agent & local memory hub for all AI agents, gives every AI one shared, fully controlled memory and persistent context — all AI remember the same you.

tapwork / HeapInspector-for-iOS

Find memory issues & leaks in your iOS app without instruments

plasma-umass / Mesh

A memory allocator that automatically reduces the memory footprint of C/C++ applications.

activeloopai / hivemind

Hivemind turns your traces into reusable skills across agents

mex-memory / mex

Team memory for engineers and their AI agents. Lives in your repo. Shared through Git.

BAI-LAB / MemoryOS

[EMNLP 2025 Oral] MemoryOS is designed to provide a memory operating system for personalized AI agents.

Prismer-AI / PrismerCloud

Prismer Cloud

gioxx / MarvellousSuspender

A free, open-source Chrome extension - no ads, no tracking. Based on The Great Suspender, cleaned up and actively maintained.

AutoArk / TinyEngram

Research of DeepSeek Engram Architecture based on Qwen-3 and Stable Diffusion series.

Dataojitori / nocturne_memory

A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia.

Intuition-Lab / personal-model

Build your HUMAN.md.

mkirchner / gc

Simple, zero-dependency garbage collection for C

microsoft / gctoolkit

Tool for parsing GC logs

0voice / kernel_memory_management

总结整理linux内核的内存管理的资料，包含论文，文章，视频，以及应用程序的内存泄露，内存池相关

IAAR-Shanghai / Awesome-AI-Memory

Awesome AI Memory | LLM Memory | A curated knowledge base on AI memory for LLMs and agents, covering long-term memory, reasoning, retrieval, and memory-native system design.

zjunlp / LightMem

[ICLR 2026] LightMem: Lightweight and Efficient Memory-Augmented Generation

LycheeMem / LycheeMem

Lightweight Long-Term Memory for LLM Agents.

oceanbase / powercontext

Not only memory but a full story.

AnnaSuSu / TechSpar

一个持续进化的面试训练系统。在线体验地址：https://techspar.cn

zpl-c / zpl

📐 Pushing the boundaries of simplicity

NirDiamant / Agent_Memory_Techniques

Agent memory for LLMs: 30 runnable Jupyter notebooks covering conversation buffers, vector stores, knowledge graphs, episodic and semantic memory, MemGPT, Mem0, Letta, Zep, Graphiti

fuyuxiang / echo-agent

Echo Agent 是一个可自托管、长期运行、持续学习的 AI Agent，面向个人与团队的私有自动化场景。它可以部署在自有服务器上，统一连接模型、工具、记忆、权限与消息入口。内置四层认知记忆、遗忘曲线与矛盾检测机制，能够在跨会话任务中持续沉淀上下文，并保持长期记忆的质量。针对命令执行、文件操作等高风险行为，它提供基于 LLM 的审批与解释机制，为关键操作建立可审计、可追溯的安全边界。原生支持

GPUOpen-LibrariesAndSDKs / D3D12MemoryAllocator

Easy to integrate memory allocation library for Direct3D 12

mindscale-noah / MindMemOS

Captainarash / The_Holy_Book_of_X86

A simple guide to x86 architecture, assembly, memory management, paging, segmentation, SMM, BIOS....

tigerless-labs / agent-memory

Long-term memory runtime for AI agents — plain Markdown as the source of truth, local ranked retrieval, and an independent sleep-time Manage layer. Claude Code and Codex share one store. No API key.

ZeroIntensity / pointers.py

Bringing the hell of pointers to Python.

Shy2593666979 / AgentChat

AgentChat 是一个基于 LLM 的智能体交流平台，内置默认 Agent 并支持用户自定义 Agent。通过多轮对话和任务协作，Agent 可以理解并协助完成复杂任务。项目集成 LangChain、Function Call、MCP 协议、RAG、Memory、HITL、Skill、Milvus 和 ElasticSearch 等技术，实现高效的知识检索与工具调用，使用 FastAPI

CodeAbra / iai-personal-memory-engine

A cyber brain for your AI. It never forgets a detail, remembers exactly what you said, and learns how you work over time.

topoteretes / awesome-ai-memory

A list of AI memory projects

vshulcz / deja-vu

One memory shared by Claude Code, Codex, Cursor, Copilot CLI, OpenClaw and 28 more coding agents, built from the session history already on disk.

riponcm / projectmem

Open-source coding agents memory. Records issues, attempts, fixes and decisions, then warns your agent before it repeats an approach that already failed.

Victorwz / LongMem

Official implementation of our NeurIPS 2023 paper "Augmenting Language Models with Long-Term Memory".

desplega-ai / agent-swarm

Your Company Agentic Operating System

AVIDS2 / memorix

Open-source cross-agent memory layer for coding agents via MCP. Compatible with Claude Code, Codex, Cursor, Windsurf, Gemini CLI, Antigravity, OpenClaw, Hermes Agent, Oh-my-Pi, Pi, Copilot, Kiro

gamenet / redis-memory-analyzer

Redis memory profiler to find the RAM bottlenecks throw scaning key space in real time and aggregate RAM usage statistic by patterns.

ReflexioAI / claude-smart

Turns corrections into Preferences, Project-specific skills, and Shared skills for Claude Code, Codex, and OpenCode.

codefuse-ai / CodeFuse-muAgent

An Innovative Agent Framework Driven by KG Engine

rapidsai / rmm

NVIDIA RMM is a library for allocating and managing GPU memory in C++ and Python.

dongshuyan / compass-skills

司南：个性化 AI 任务总控 Skills 系统 /COMPASS: Personal Alignment Skills OS for AI Agents

agentic-box / memora

Give your AI agents persistent, collective memory — with deduplicating absorb, supersession lineage, semantic search, and a graph UI. Speaks MCP.

neo4j-labs / create-context-graph

AI agents with graph based reasoning memory, scaffolded in seconds

DasterProkio / awesome-ai-companion

Open-source AI companions, desktop pets, long-term memory & proactive chat. 人机恋开源项目大全。让你的家机能够脱离官端自主存在，拥有记忆和主动性。

okf-memory / okf-agent-memory

Git-native persistent memory for AI coding agents. Implements Google OKF v0.2 with sub-300µs in-memory BM25 search, embedded MCP server, and progressive disclosure.

caspianmoon / memoripy

Evidence-first local memory for AI agents with temporal versions, admission policies, citations, explainable recall, MCP, and audit tooling.

swarmclawai / swarmvault

The local-first LLM Wiki: open-source knowledge graph builder, RAG knowledge base, and agent memory store. Built on Andrej Karpathy's pattern.

swarmclawai / swarmclaw

Open-source self-hosted AI agent runtime and multi-agent framework for autonomous agent swarms. Agent memory, MCP tools, schedules, delegation, and 23+ LLM providers (Claude, GPT, Gemini, OpenRouter

jmerelnyc / Photo-agents

Autonomous self-evolving agents. Vision-grounded layered memory and self-written skills for LLM agents that operate your computer.

framerslab / agentos

TypeScript AI agent framework: cognitive memory, runtime tool forging, multi-agent orchestration, 11 LLM providers.

jaredrhod / ai-memory-vault

Give your AI a real, persistent memory. The open-source system plus templates that turn an Obsidian vault into your AI's working memory. No vector database, just markdown.

EverMind-AI / SkillCorpus

Open-source infrastructure that turns scattered SKILL.md files into curated, retrieval-ready agent-skill corpora—with retrieval and evaluation tooling included.

TeleAI-UAGI / Awesome-Agent-Memory

Curated systems, benchmarks, and papers etc. on memory for LLMs/MLLMs --- long-term context, retrieval, and reasoning.

Arvincreator / project-golem

OS-level autonomous AI agent with long-term memory, multi-agent coordination, Titan Chronos scheduler & Moltbot Social Core

agentic-os-org / ANOLISA

ANOLISA (Agentic Nexus Operating Layer & Interface System Architecture) | Agentic OS with runtime, security, observability, and Tokenless response compression for lower token usage and cost.

samvallad33 / vestige

Cognitive Deterministic Memory Security OS for Agentic AI that reaches backward through time to find the quiet change behind today's failure, not the lookalike.