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
666ghj / MiroFish
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
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 with small models for free
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. Built for enterprise, Memori works with the data infrastructure you already run, no rip-and-replace, and deploys across managed cloud, single-tenant cloud, VPC, and on-premises.
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.
plastic-labs / honcho
Memory library for building stateful agents
ai-boost / awesome-harness-engineering
Awesome list for AI agent harness engineering: tools, patterns, evals, memory, MCP, permissions, observability, and orchestration.
eugeniughelbur / obsidian-second-brain
Persistent memory for Claude Code, Codex and 6 other AI agents, stored as plain markdown in your Obsidian vault. New: Crew, one shared logbook so Claude Code, Codex, Cursor and Grok Bot know what each other did. 48 commands: semantic search, self-rewriting notes, key-less research, scheduled agents.
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.
Ar9av / obsidian-wiki
Framework for AI agents to build and maintain a digital brain through Obsidian wiki | Memory System for Agents
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
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.
Intuition-Lab / personal-model
Build your HUMAN.md.
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
AML-memory / agent-memory-leaderboard
—
fuyuxiang / echo-agent
面向长期运行与桌面协作的开源 AI Agent，提供常驻 Runtime、桌面 Agent、长期记忆与持续学习能力，可用于个人助理、自动化任务与本地工作流。
zqiren / Orbital
Context is yours. Agents are replaceable.
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 构建高性能后端服务。
mindscale-noah / MindMemOS
—
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.
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. Native MCP server for Claude Code, Cursor, Antigravity and Codex. 100% local, no cloud, no telemetry. MIT.
ReflexioAI / claude-smart
Turns corrections into Preferences, Project-specific skills, and Shared skills for Claude Code, Codex, and OpenCode.
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
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.
neo4j-labs / agent-memory
A graph-native memory system for AI agents and context graphs. Store conversations, build knowledge graphs, and let your agents learn from their own reasoning — all backed by Neo4j.
MaxFreedomPollard / Compartment
Encrypted, fully offline agentic memory. One click install, GUI w/ memory map, all OS and agents. Superior memory creation, storage and retrieval.
syncable-dev / memtrace-public
Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex · DeepSeek Harness · Hermes · VS Code · Windsurf.
caura-ai / caura
Caura (formerly MemClaw) — governed shared memory for AI agent fleets. Multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails, knowledge graph, self-improving retrieval. Apache 2.0.
tudoumashu / ai-memory-skillpack
Bounded project-memory skills for Codex CLI and Claude Code.
Sidiora-Labs / hyperfide
The ai agent workflow tool that scales from small, simple projects to large, complex codebases.
HezaoHezao / poirot
Poirot is a deep research agent kernel built for those who care about how agents are architected.
jiabaobei / skills-constitution
Skills Constitution — meta-rule governing all skill invocations across agent platforms
1105216375-alt / resimind
Neuro-symbolic agents with verified memory. MCP math tools, an algebra repair Skill, and an open challenge. Verify solutions, learn checked rules, and reuse.
SodaMem / SodaMem
Agentic memory infra for AI agents
libingzheren / Jev-Mem
Jev-Mem: System-One Controlled Agentic Memory
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.
lsaint / aikito
Your durable workspace across AI agents.
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”.
DrDroidLab / open-index
Deterministic memory layer for your agents
proteus-evolve / Proteus
Self-evolution for any agent harness. Plug in. Evolve. Measure.
libenxier-beep / codex-memories
Local-first persistent memory for OpenAI Codex: governed recall, progressive disclosure, no hosted vector database.
Inspired-by-Atmosphere / pulse-path
A linked-list discipline for knowledge, memory and pointer hygiene in large projects: five laws plus portable Python engines (declarative rule table, dry-run health check, link-integrity scan).
beniedev / moonbite
Memory, working state, heartbeat, and bounded autonomy for long-running AI agents.
TencentCloud / octop-memory
Help your agent remember what matters. Keep preferences, carry context across sessions, and bring your memory to the next agent.
vezlin1 / verimemo
Verified local Markdown memory for Codex Desktop, Codex CLI, and ChatGPT Desktop.
Albertchamberlain / Awesome-OKF
OKF (Open Knowledge Format) — curated catalog of tools, plugins, skills, proposals, and docs for agent-friendly knowledge. YAML-driven, agent-searchable, MCP-ready.
scarletkc / Perenna
A lightweight, Git-backed permanent memory for AI agents.
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.
mem0ai / dolphinbench
DolphinBench - Mapping the Pareto frontier of Agent Memory