MemTensor / MemT-1.0
Official repository for MemT-1.0
MemTensor / MemT-1.0
mem0ai / mem0
The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production.
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.
TencentCloud / Octop
A smarter, self-hosted AI assistant — multi-user, multi-agent.
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.
zilliztech / memsearch
A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex, DSH), backed by Markdown and Milvus.
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, while a fully streaming architecture eliminates latency at the fundamental level.
moorcheh-ai / memanto
Memory that AI Agents Love!
doobidoo / mcp-memory-service
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
Dataojitori / nocturne_memory
A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia. Empower your AI with persistent, graph-like structured memory across any model, session, or tool. Drop-in replacement for OpenClaw.
oceanbase / powercontext
Not only memory but a full story
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. Awesome-AI-Memory 是一个 集中式、持续更新的 AI 记忆知识库，系统性整理了与 大模型记忆（LLM Memory）与智能体记忆（Agent Memory） 相关的前沿研究、工程框架、系统设计、评测基准与真实应用实践。
chunxiaoxx / nautilus-compass
Open memory & reliability layer for AI agents + independent judging/verification (NACRE judge, caliber-bench meta-benchmark, preregistered criteria) — by Nautilus Platform
zjunlp / LightMem
[ICLR 2026] LightMem: Lightweight and Efficient Memory-Augmented Generation
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. Free, local, works with Cursor, Claude Code, Codex, OpenClaw, Hermes and more. MIT.
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.
MaxFreedomPollard / Compartment
Encrypted, fully offline agentic memory. One click install, GUI w/ memory map, all OS and agents. Superior memory creation, storage and retrieval.
memoket / memoket-kite
An open-source, vector-free long-term memory engine for AI agents, achieving SOTA on LoCoMo and LongMemEval with significantly less context.
EvannZhongg / Nosis
Nosis is a lightweight personal agent runtime: per-session execution boundaries with OS-level sandboxing, computer use, a full built-in toolset, Skill / Plugin / MCP extensions, one runtime shared by GUI and TUI, and file-persisted sessions, plans, and memory.
aru-labs / lossless-memory
Lossless long-term memory for a personal AI: never summarize, keep every line, put a timestamp on everything.
deepmemteam / deepmem
Drop-in AI memory layer with 2x faster retrieval and 10x lower cost. Fully compatible with Mem0 API. Migrate in 5 minutes without any code changes. Self-host for free.
Sherlockwz / AMA
ACL 2026 Code and Skills for “AMA: Adaptive Memory via Multi-Agent Collaboration”.
malevrigns / atlas-agent-control-plane
AtlasAgent - an auditable AI agent control plane: evidence-backed memory, governed tool runtime, checkpoint DAG recovery, and a 55-chapter engineering tutorial. FastAPI / Next.js PWA / Textual TUI
cuiyuestar / Autonomous-Long-Term-Memory-System
具备自主经验涌现与上下文治理能力的 Agent 长期记忆系统
libenxier-beep / codex-memories
Local-first persistent memory for OpenAI Codex: governed recall, progressive disclosure, no hosted vector database.
TencentCloud / octop-memory
Help your agent remember what matters. Keep preferences, carry context across sessions, and bring your memory to the next agent.
Work-Fisher / ai-girlfriend-v2
Windows AI companion with DSH long-term memory, local voice cloning and optional WSL2 digital human.
lna-lab / distill-kura
蒸留蔵 — distilled long-term memory for agents: recall by meaning, writing gated by evidence, one kura per agent mode. Ships as a DeepSeek Harness plugin and an MCP server.
Kerneta / daidocs
Open plain-text file format for AI memory. Your assistant's long-term memory as .dai files on your disk: readable by Claude, GPT, Gemini, Cursor, local models and grep (all LLM models work). MCP server + hooks for Claude Code, Claude Desktop, Cursor, Windsurf, Codex. 83% LongMemEval-S (GPT-4o), 92% (Claude Fable 5), 10x fewer tokens.
gonzaroman / IHMT-MEMORY
Long-term memory for AI coding agents (Claude Code, Codex, opencode) as a tree of plain files
RinDig / cost-of-remembering
The Cost of Remembering: filesystem memory matches long-context accuracy on LongMemEval while reading 97% fewer tokens and costing 95% less. Harness, run data, 129 agent-built memories, and paper source.
See-Sol-Lab / ai-companion-time-anchor
给AI伴侣增强时间感的小器官（电脑端专用）
cmoraes10 / loci
Typed long-term memory for AI agents. One core, an MCP server, and a Hermes plugin.
0xblewalker / memory-recall-rerank
Reproducible benchmark and reference pipeline for reranked long-term memory retrieval