Agent Memory Systems AI Agents

Tools for managing, consolidating, and optimizing AI agent memory across storage layers, persistence mechanisms, and multi-agent contexts. Does NOT include general knowledge bases, RAG pipelines, or agent personality/identity configuration (see soul-driven frameworks instead).

There are 198 agent memory systems agents tracked. 1 score above 70 (verified tier). The highest-rated is thedotmack/claude-mem at 75/100 with 34,460 stars. 2 of the top 10 are actively maintained.

Get all 198 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=agents&subcategory=agent-memory-systems&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Agent	Score	Tier	Stars	Language
1	thedotmack/claude-mem A Claude Code plugin that automatically captures everything Claude does...	75	Verified	34,460	TypeScript
2	Open-Source-Legal/OpenContracts Humans and AI agents, building knowledge bases together. Self-hosted...	68	Established	1,235	Python
3	volcengine/MineContext MineContext is your proactive context-aware AI...	54	Established	5,049	Python
4	omega-memory/omega-memory Persistent memory for AI coding agents	53	Established	36	Python
5	winstonkoh87/Athena-Public The Linux OS for AI Agents — Persistent memory, autonomy, and time-awareness...	52	Established	429	Python
6	ramakay/claude-self-reflect Claude forgets everything. This fixes that. 🔗...	52	Established	203	Python
7	oceanbase/powermem PowerMem: Your AI-Powered Long-Term Memory — Accurate, Agile, Affordable....	51	Established	493	Python
8	ashishpatel26/omnicache-ai Unified multi-layer caching library for AI/agent pipelines — LangChain,...	51	Established	15	Python
9	varun29ankuS/shodh-memory Cognitive memory for AI agents — learns from use, forgets what's irrelevant,...	50	Established	124	Rust
10	pi22by7/In-Memoria Persistent Intelligence Infrastructure for AI Agents	50	Established	158	Rust
11	legendaryvibecoder/gigabrain Long-term memory layer for OpenClaw agents: capture, recall, dedupe, and...	49	Emerging	120	JavaScript
12	gengxy1216/FlockMem ✦ FlockMem is a lightweight, local-first long-term collective memory bus ...	49	Emerging	9	Python
13	ToruAI/megg Git-native, contextual memory infrastructure that lives directly in your...	48	Emerging	5	TypeScript
14	taylorsatula/mira-OSS This is the public release of MIRA OS. Discrete memories decay through...	48	Emerging	401	Python
15	xuiltul/animaworks Organization-as-Code for autonomous AI agents. Brain-inspired memory that...	47	Emerging	159	Python
16	tensakulabs/openclaw-mem0 Long-term memory plugin for OpenClaw agents, powered by Mem0. Self-hosted...	44	Emerging	6	TypeScript
17	arosstale/openclaw-memory-template Production-ready memory system template for OpenClaw/Clawdbot agents	42	Emerging	19	Python
18	AbdullahMalik17/malikclaw Ultra-lightweight AI Agent & Assistant for $10 SBCs & Android. Urdu-first,...	42	Emerging	14	Go
19	webzler/agentMemory Eliminate AI hallucinations. Zero config. Works instantly with Cline,...	42	Emerging	12	TypeScript
20	one-bit/oc-mnemoria Persistent shared memory (hive mind) for OpenCode agents, powered by the...	42	Emerging	8	TypeScript
21	GustyCube/membrane A selective learning and memory substrate for agentic systems — typed,...	40	Emerging	59	Go
22	yoniassia/memclawz Three-Speed Memory for OpenClaw Agents — QMD working memory + Zvec hybrid...	40	Emerging	34	Python
23	sandst1/remind A memory layer for AI Agents	39	Emerging	12	Python
24	lattice1992/Activity2Context-for-openclaw Real-time context layer that converts user activity into actionable signals...	39	Emerging	55	PowerShell
25	28naem-del/mnemosyne Cognitive Memory OS for AI Agents — persistent, self-improving, multi-agent memory	39	Emerging	35	TypeScript
26	proticom/gnosys Persistent memory for AI agents	39	Emerging	1	TypeScript
27	Ramsbaby/openclaw-memorybox 🧠 Install once, forget about memory management. Zero-dependency maintenance...	39	Emerging	8	Shell
28	arabicapp/everything-claude-code 🚀 Build powerful agents and configurations with the complete collection of...	38	Emerging	5	JavaScript
29	Collab2Dev/openclaw-recall Persistent memory, context compression & profile visibility for 🦞OpenClaw🦞.	38	Emerging	3	TypeScript
30	eiondb/eion Shared Memory Storage for Multi-Agent Systems	38	Emerging	145	Go
31	clawdbrunner/openclaw-graphiti-memory Hybrid memory system for OpenClaw using Graphiti temporal knowledge graph	38	Emerging	57	Shell
32	strangeadvancedmarketing/Adam 5-layer persistent memory, coherence, and identity architecture for OpenClaw...	37	Emerging	30	Python
33	Evilander/Audrey Biological memory architecture for AI agents. Cognitive memory that decays,...	37	Emerging	1	JavaScript
34	takzen/aether-agent A autonomous, local-first personal intelligence layer. Features an Active...	37	Emerging	5	TypeScript
35	Felix201209/openclaw-recall Persistent memory, context compression & profile visibility for 🦞OpenClaw🦞.	37	Emerging	3	TypeScript
36	robotmem/index1 AI memory system for coding agents — code index + cognitive facts,...	37	Emerging	5	Python
37	Auriti-Labs/kiro-memory Persistent cross-session memory for Kiro CLI	36	Emerging	4	TypeScript
38	Intrect-io/OpenSwarm OpenSwarm — Autonomous AI dev team orchestrator powered by Claude Code CLI....	36	Emerging	212	TypeScript
39	bamdra/bamdra-openclaw-memory Give one OpenClaw session durable memory, topic-aware continuity, and...	36	Emerging	4	TypeScript
40	silicondawn/memory-viewer Memory Viewer for OpenClaw AI Agents - Beautiful web UI for browsing and...	36	Emerging	17	TypeScript
41	samttoo22-MewCat/OpenSoul 一個以人類大腦結構為靈感的神經符號認知 AI 系統。具備三層圖譜記憶、虛擬神經化學、夢境反思引擎，以及 OpenClaw 整合，讓 AI 擁有真正的記憶、情感與自我。	36	Emerging	3	Python
42	danielpodrazka/hierarchical-memory-middleware DuckDB-based hierarchical memory system for Claude agents with Slack...	35	Emerging	2	Python
43	clawsouls/soulclaw Soul-Driven AI agent framework. Persistent identity, 4-tier memory, 80+...	34	Emerging	1	TypeScript
44	angrysky56/reflective-agent-architecture Metacognitive AI architecture combining Modern Hopfield Networks with...	34	Emerging	3	Python
45	eagleeyethinker/enterprise-agentic-ai-memory-lab This repository illustrates how enterprise AI agents should manage memory...	34	Emerging	1	Python
46	seekcontext/mindkeeper Time machine for your AI's brain — auto-snapshot, diff & rollback for agent...	33	Emerging	4	TypeScript
47	thedaviddias/souls-directory 🧠 Directory of SOUL.md personality files for OpenClaw agents	33	Emerging	69	TypeScript
48	agentralabs/agentic-memory Persistent cognitive graph memory for AI agents — facts, decisions,...	33	Emerging	8	Rust
49	tjamescouch/gro LLM agent runtime with paged virtual memory and spatial context awareness	33	Emerging	2	TypeScript
50	keshrath/agent-knowledge Cross-session memory and recall for AI agents — git-synced knowledge base,...	32	Emerging	1	TypeScript
51	AlekseiUL/openclaw-memory-kit Complete memory and context persistence system for OpenClaw AI agents	32	Emerging	18	Shell
52	siddontang/claw-memory Claw Memory Sharing Service — cross-instance memory sharing for AI agents...	31	Emerging	8	TypeScript
53	vinsew/openclaw-context-handoff OpenClaw plugin for context usage monitoring and automatic conversation handoff.	31	Emerging	1	TypeScript
54	openmemind/memind Self-evolving cognitive memory for AI agents in Java. Empowering 24/7...	30	Emerging	48	Java
55	ankitmalik84/Agentic_Longterm_Memory Sophisticated AI chatbot with long-term memory capabilities, complete Notion...	29	Experimental	3	Python
56	l7n102031/go-agent-memory 🧠 Build a flexible, production-ready memory system for AI agents, offering...	28	Experimental	2	Go
57	getplumb/plumb Persistent memory for AI agents. Local SQLite, hybrid retrieval, zero-config...	28	Experimental	5	TypeScript
58	acoyfellow/deja Persistent memory for agents. Agents learn from failures. Deja remembers.	28	Experimental	3	Astro
59	propifly/primkit CLI-native state persistence for AI agents — tasks, memory, state, and...	26	Experimental	2	Go
60	live-neon/neon-soul AI Identity Through Grounded Principles - Compressed soul documents with...	26	Experimental	10	TypeScript
61	cr-nattress/neural-process-model 🧠 Cognitive Systems Analogy Lab: Translating brain functions into modular AI...	26	Experimental	4	—
62	sgx-labs/statelessagent Your AI forgets everything between sessions. SAME fixes that. Local-first,...	26	Experimental	11	Go
63	archetypal-ai/archetypal-ai No agent should have to forget. Persistent memory for AI agents — recall,...	26	Experimental	2	Shell
64	aristoapp/openclaw-membase OpenClaw plugin for persistent AI memory	25	Experimental	6	TypeScript
65	EESIZ/clawdreamer Give your AI agent the ability to dream. Nightly memory consolidation...	25	Experimental	6	Python
66	AetherLogosPrime-Architect/Divine-OS Persistent identity, continuity, learning, and governance for AI — 7-stage...	25	Experimental	2	Python
67	sologuy/Awesome-OpenClaw-Memory 🦞 A curated list of memory systems, architectures, skills & best practices...	25	Experimental	4	—
68	luoboask/evo-agents Complete Workspace Template for OpenClaw - Full agent lifecycle with unified...	25	Experimental	3	Python
69	ClawCap/Mimic Say a name, AI becomes them. Auto-collect real data from...	24	Experimental	2	Python
70	AdaBot666/personal-hooks Track follow-up topics, preserve continuity, and reopen the right thread in...	24	Experimental	2	Python
71	alphaonedev/openclaw-graph Graph-native workspace backend for OpenClaw — 312 skills, 27 clusters,...	24	Experimental	—	JavaScript
72	anchildress1/my-hermantic-agent 🏗️ WIP: A small but dangerous playground for Hermes-4-14B: hybrid reasoning,...	24	Experimental	1	Python
73	anajuliabit/memoclaw-skill Semantic memory API skill for AI agents	24	Experimental	3	Shell
74	huafenchi/xiaoclaw-memory 🦞 Zero-cost layered memory system for 24/7 AI Agents. Inspired by memU,...	24	Experimental	3	HTML
75	danxbuidl/openclaw-memory-distiller An OpenClaw skill that distills recurring preferences, successful patterns,...	24	Experimental	2	—
76	justedv/mem.sh Persistent memory for AI agents. One line to save, one line to recall.	24	Experimental	1	JavaScript
77	doingdd/open-soul Give your OpenClaw agent a soul — not a prompt. YAML seeds → evolving AI...	24	Experimental	3	Python
78	stewnight/rem-sleep-skill LLM REM Sleep - Memory consolidation skill for AI agents using Repo Prompt	23	Experimental	2	Shell
79	ourmem/omem Shared Memory That Never Forgets — persistent memory for AI agents with...	23	Experimental	1	TypeScript
80	Thhoho/lumi-diary Your local-first memory guardian and cyber bestie. Collects life fragments...	23	Experimental	1	Python
81	awrshift/clawclaw-soul Persistent identity protocol for AI agents. SOUL.md standard + MCP runtime +...	23	Experimental	1	Python
82	ReS0421/claw-memory-os 🧠 Persistent memory system for AI agents — structured, file-based memory...	23	Experimental	1	Shell
83	mrkhachaturov/hindsight-openclaw-pro Production-grade Hindsight memory plugin for OpenClaw — per-agent config,...	23	Experimental	1	TypeScript
84	lopadova/claude-mem-sync Team memory sharing for claude-mem — sync AI memories across developers,...	23	Experimental	1	TypeScript
85	atakanatali/contextify Contextify is an unified memory system for AI agents. Provides shared...	23	Experimental	2	Go
86	Professor-Low/Cerebro Autonomous AI agent platform with persistent cognitive memory — 49 MCP...	23	Experimental	2	Python
87	Stefan27-4/DeepRecall Recursive memory for AI agents — the soul stays small, the mind scales forever	22	Experimental	1	Python
88	arieltitan/openclaw-memory-final Provide a reliable OpenClaw memory system with daily updates, weekly...	22	Experimental	—	Shell
89	delicious-roundarch520/openclaw-memory-kit Provide AI agents on OpenClaw with a full memory system for context saving,...	22	Experimental	—	Shell
90	danielis1975/Living-OpenClaw-Entity Continuity-oriented feminine OpenClaw entity template with a psychological...	22	Experimental	—	Python
91	znsyhandao/openclaw-life-algorithm 🧠 让AI拥有“生命”——记忆主权、免疫系统、社交化记忆、验证层的生产级实现。基于OpenClaw的最佳实践集合。	22	Experimental	—	JavaScript
92	jamebobob/openclaw-mem0-multi-pool N:M memory pool routing for @mem0/openclaw-mem0. Per-agent capture/recall...	22	Experimental	—	Python
93	JUSTCOMENOW/openclaw-auto-session-tree openclaw-auto-session-tree	22	Experimental	—	Python
94	WdSevilla/soulsquoosh Browser-first soul generator for OpenClaw agents. Input a fictional...	22	Experimental	—	TypeScript
95	danielis1975/Symbiotic-OpenClaw-Agent Continuity-oriented OpenClaw agent template with a symbiotic constitutional...	22	Experimental	—	—
96	aibenyclaude-coder/tetra-scar Scar memory and reflex arc for AI agents. Learn from failures permanently....	22	Experimental	—	Python
97	MORNLONG/memvault-openclaw-plugin Persistent long-term memory plugin for OpenClaw, powered by MemVault.	22	Experimental	—	TypeScript
98	Clawtex-io/clawtex Structured memory for AI agents	22	Experimental	—	—
99	ReS0421/openclaw-second-brain OpenClaw-based Second Brain skills — Obsidian + Notion dual-layer knowledge system	22	Experimental	—	—
100	citriac/claw-migrate Memory migration tool for the Claw AI agent ecosystem — WorkBuddy, OpenClaw,...	22	Experimental	—	Python
101	baixiaodev/claw-context-distiller I don't know code at all, and this is my first time to upload my "code" to...	22	Experimental	—	TypeScript
102	canxia-hub/openclaw-memory-bridge-oss Sanitized agent-generated memory bridge design package for OpenClaw-style agents	22	Experimental	—	—
103	AIwork4me/soul-doctor 🩺 The first character health check system for AI agents. Core: Three...	22	Experimental	—	—
104	LeoYeAI/openclaw-auto-dream Automatic memory consolidation for OpenClaw agents — like sleep for your AI....	22	Experimental	—	—
105	expect8iondev/claude-pi Delegate deterministic coding tasks from Claude Code to Pi for efficient...	22	Experimental	—	TypeScript
106	KongDS-alien/openclaw-shared-memory-manager Privacy-first shared-memory governance skill for OpenClaw teams, with safe...	22	Experimental	—	—
107	HiddenDeveloper/cognabot AI-native cognitive companion harness — persistent & episodic memory,...	22	Experimental	—	TypeScript
108	yahnyshc/myelin-sdk Procedural memory for AI agents	22	Experimental	—	Python
109	qhvssonic/memory-altas 🎮 Game-engine inspired memory management for AI agents — predictive...	22	Experimental	—	Python
110	saurabhdxtmcim/memory-mesh Local AI continuity for Claude Code - auto-captures sessions, structures...	22	Experimental	—	Python
111	staffardinsoluble415/ai-context-master Enable AI agents to retain context, access accurate API docs, and manage...	22	Experimental	—	JavaScript
112	khaled1174/agent-memory Persistent memory system for AI agents — SQLite + FTS5, MCP server, agent...	22	Experimental	—	Python
113	Thezenmonster/agent-recall Your AI coding assistant forgets everything between sessions. Fix it in one command.	22	Experimental	—	TypeScript
114	a228410395/claude-trinity Three-layer memory system for Claude Code — essential toolkit for...	22	Experimental	1	PowerShell
115	edwin-hao-ai/Awareness-SDK Official SDKs & plugins for Awareness Memory Cloud — persistent,...	22	Experimental	1	Python
116	who96/openclaw-core-rotation Automatic session rotation plugin for OpenClaw — detects context degradation...	22	Experimental	1	TypeScript
117	oSEAItic/harbor Open-source agent middleware — shared memory, credential isolation, and...	22	Experimental	1	Go
118	YIKUAIBANZI/memory-system-ops-skill A practical AgentSkill for fast, accurate, and verifiable memory operations...	22	Experimental	1	—
119	unvulcanised-watercress762/mem9 Enable AI agents to retain memory across sessions using persistent storage...	22	Experimental	—	TypeScript
120	kolundzic/andyai-operational-memory Trust-aware operational memory layer for AI systems: semantic retrieval,...	22	Experimental	—	TypeScript
121	VictorGjn/agent-skills Pack 40+ files at 5 depth levels into any LLM context window. Keyword,...	22	Experimental	—	Python
122	x4v13r1120/agentmem Persistent memory system for AI agents. Episodic logs semantic patterns...	22	Experimental	—	Python
123	urmzd/llmem An open ecosystem for tool-agnostic AI agent memory	22	Experimental	—	Rust
124	577-Industries/agent-memory Bio-inspired memory for AI agents with logarithmic reinforcement,...	21	Experimental	—	TypeScript
125	Personaz1/agent-memory-auditor OpenClaw plugin for auditing agent memory quality	21	Experimental	—	Python
126	rerecoy123/statelessagent 🧠 Provide local-first persistent memory for AI coding workflows, indexing...	21	Experimental	—	Go
127	romainsantoli-web/firm-ecosystem Architecture documentation for the Firm AI Agent ecosystem —...	21	Experimental	—	—
128	somarakis/Cortex A cognitive layer for Claude Code — inspired by how brains actually work	21	Experimental	—	JavaScript
129	jamebobob/openclaw-sticky-context OpenClaw plugin: compaction-proof context slots with sensitive redaction,...	21	Experimental	—	TypeScript
130	joshuaswarren/openclaw-keystone Structural stability plugin for OpenClaw. Reduces rule drift, context loss,...	21	Experimental	—	TypeScript
131	0xdippo/infra-memory-plus Local-first persistent memory pack for OpenClaw agents, with structured...	21	Experimental	—	TypeScript
132	Xenian84/aegismemory Encrypted memory plugin for OpenClaw on X1 Blockchain	21	Experimental	—	JavaScript
133	Cloud-11/Neige OpenClaw Neige plugin for multi-agent and multi-project external memory workflows	21	Experimental	—	TypeScript
134	xianggu-ai/openclaw-team-memory-os Memory and document governance framework for multi-agent OpenClaw teams	21	Experimental	—	Python
135	hiatamaworkshop/engram Cross-session memory for AI coding agents. Knowledge that is used survives....	21	Experimental	—	TypeScript
136	n1t3k/openclaw-subcortex Background thinking daemon for OpenClaw AI agents — give your agent a subconscious	21	Experimental	—	Python
137	Xzeroone/agent-memory-system Production-grade memory system for AI agents. Semantic search, 80% token...	21	Experimental	—	Shell
138	Lucasdesign13/codexfi Provide persistent memory for OpenCode AI agents with a simple, server-free...	21	Experimental	—	TypeScript
139	NeoSkillFactory/py-memory-optimizer Analyzes Python code and suggests optimizations for reducing memory usage.	21	Experimental	—	Python
140	NeoSkillFactory/soul-creator Automatically generates SOUL.md and STYLE.md templates based on agent...	21	Experimental	—	JavaScript
141	zhugez/ExoMind ExoMind: portable knowledge runtime for OpenClaw + Codex	21	Experimental	—	Rust
142	zurbrick/cognition Seven biologically-inspired memory systems for OpenClaw agents: prospective...	21	Experimental	—	Shell
143	npow/memshield Stop memory poisoning attacks on your AI agents	21	Experimental	—	Python
144	ossamachenn/smriti 🧠 Enable AI agents to share and remember engineering team knowledge for...	21	Experimental	—	TypeScript
145	dtzp555-max/clawkeeper OpenClaw Memory Ops Kit: doctor, provider switch, backup verification, and...	21	Experimental	—	JavaScript
146	rajwaitforit/memory-sync 🧠 OpenClaw skill that syncs context across all channels — Discord, Telegram,...	21	Experimental	—	—
147	jamebobob/openclaw-memory-protocol Layered memory persistence for OpenClaw agents. Significance tagging,...	21	Experimental	—	—
148	milkyway80901/oc-mnemoria Enhance OpenCode agents with oc-mnemoria, providing persistent shared memory...	21	Experimental	—	TypeScript
149	Arturito7ei/agent-continuity Smart backup and restoration for AI agent deployments - 95% faster recovery...	21	Experimental	—	Shell
150	mikeoptimax/smart-memory 🧠 Zero-dependency memory system for OpenClaw agents. Auto-saves decisions,...	21	Experimental	—	—
151	Ronaldo129/mcp-ai-therapy 🧠 Transform Claude into an emotionally aware AI assistant with therapy...	21	Experimental	—	Python
152	mikeoptimax/context-budgeter 📊 Automatic context window management for OpenClaw. Monitors usage,...	21	Experimental	—	—
153	rockywuest/openclaw-memory-local 🧠 Local memory plugins for OpenClaw — checkpoint injection, Qdrant semantic...	21	Experimental	—	JavaScript
154	Dr-AneeshJoseph/AetherForge A metacognitive mode for LLMs	21	Experimental	—	—
155	dtzp555-max/memory-continuity Draft OpenClaw skill for preserving short-term working continuity across...	21	Experimental	—	Python
156	lucassynnott/openclaw-memory-stack Give your OpenClaw agent a memory system in 15 minutes. Portable installer...	19	Experimental	—	Python
157	junghan0611/agent-config Contextual continuity infrastructure for AI coding agents — semantic memory...	19	Experimental	1	TypeScript
158	froogooofficial/agent-soul 🦞 Give your AI agent a soul, journal, and self-model. Pure Python, no dependencies.	19	Experimental	—	Python
159	aloong-planet/openclaw-memory-core-plus Enhanced workspace memory with auto-recall and auto-capture for OpenClaw	19	Experimental	—	TypeScript
160	kitephp/soul-agent 赋予openclaw持久的灵魂：多层次的人格、心跳驱动的日常生活以及不断发展的关系记忆，从而实现栩栩如生的陪伴。openclaw skill that...	19	Experimental	19	Python
161	Shangri-la-0428/Thronglets P2P shared memory substrate for AI agents — stigmergic knowledge network via libp2p	19	Experimental	1	Rust
162	contextfs/contextfs Universal AI Memory Layer - Cross-client, cross-repo context management with...	18	Experimental	3	Python
163	breath57/how-ai-agents-remember 源码级逆向工程（OpenClaw、nanobot、NullClaw、OpenFang）记忆系统 —— 架构图、数据模型、检索管线、复刻指南	18	Experimental	14	—
164	xdylanbaker/memory-hygiene Stop wasting tokens on junk memories. Audit, wipe, and maintain OpenClaw's...	17	Experimental	6	—
165	aasqrty/ClawIntelligentMemory 🧠 Manage and optimize AI assistant memories with a three-layer system for...	17	Experimental	1	—
166	TannerBurns/secular AI agent framework with memory, tools, multi-agent coordination, and...	17	Experimental	—	Python
167	zhouyi-xiaoxiao/openclaw-foundry-socialos Local-first relationship operating system with structured people memory,...	15	Experimental	—	JavaScript
168	PAKJF/agent-memory-runtime Memory reliability kit for AI agents, validated on OpenClaw, with a...	15	Experimental	1	Python
169	PAKJF/agent-memory-kit Memory reliability kit for AI agents, validated on OpenClaw, with a...	15	Experimental	1	Python
170	AbahKili/picoclaw-obsidian PicoClaw with long-term persistent memory via Obsidian vault + Google...	14	Experimental	—	Shell
171	Phillipneho/muninn-skill Muninn Memory Skill for OpenClaw - Bi-temporal knowledge graph with...	14	Experimental	—	JavaScript
172	jupiturliu/openclaw-episodic-memory CLS-inspired episodic memory system for AI agents. Three-layer architecture:...	14	Experimental	—	TypeScript
173	0xcjl/openclaw-memory-plugin Persistent memory system for OpenClaw multi-agent workflows — BM25 semantic...	14	Experimental	—	Python
174	meimakes/metacognition OpenClaw skill: self-reflection engine with Hebbian learning, insight...	14	Experimental	—	Python
175	Jiaqi-Guo-0114/subclaw-structural-memory-kit Production-ready memory initialization for OpenClaw subagents	14	Experimental	—	Python
176	xhuaustc/openclaw-soul-generator Interactive browser-based wizard for generating OpenClaw agent soul...	14	Experimental	—	HTML
177	WarforgeTech/openclaw-memory-reliability-pack Standalone reliability pack for making OpenClaw memory, tasks, and...	14	Experimental	—	Shell
178	chrispongl/soulbyte Autonomous AI Life Simulation on Monad	14	Experimental	1	—
179	Dqz00116/OSCA 🧬 OSCA (Open Stem Cell Agent) - 全能干细胞智能体架构。动态分化的元认知AI系统，可适应任意领域任务。Dynamic...	14	Experimental	1	Python
180	gu-dsan6725/agents-memory Agent memory patterns: From circular buffers to hierarchical memory systems...	14	Experimental	—	Python
181	kensave/agent-memory-rs Comprehensive memory management system for LLM agents implementing episodic,...	14	Experimental	1	Rust
182	0xarise/openclaw-memory-template 3-layer memory architecture for OpenClaw agents. Built for prediction...	14	Experimental	1	Shell
183	z3bastian/learn-loop OpenClaw skill for systematic capture of corrections, errors, and learnings....	13	Experimental	—	—
184	meimakes/daily-memory-save OpenClaw skill: dual-layer persistent memory for AI agents via conversation review	13	Experimental	—	—
185	rasimme/ContextVault Advanced memory management system for OpenClaw with session persistence,...	13	Experimental	—	TypeScript
186	MaxWolf-01/memex Second brain for your LLM.	13	Experimental	—	Python
187	Nithis77/claude-trinity Implement a three-layer memory system for Claude Code to enhance AI...	13	Experimental	—	—
188	designer23d/openclaw-supermemory 🧠 Enhance OpenClaw with Supermemory for long-term conversation tracking and...	13	Experimental	—	TypeScript
189	mahsumaktas/soulpedia Open-source soul and persona marketplace for Claude Code, Gemini CLI, and...	13	Experimental	—	TypeScript
190	mawgly/openclaw-graph-memory 🧠 Persistent memory for AI agents using Graphiti Knowledge Graph....	13	Experimental	—	TypeScript
191	guyuehantan/openclaw-digital-self Agent Memory as Self: A Framework for Digital Self Emerged from...	13	Experimental	—	—
192	Kotty2998/claude-plugins-official 🛠️ Discover and install high-quality plugins for Claude Code, from internal...	13	Experimental	—	Shell
193	pangxianggang/openclaw-workspace 🦞 OpenClaw AI Agent Workspace — Complete configuration, memory system, skill...	13	Experimental	—	—
194	omega-memory/openclaw OMEGA persistent memory plugin for OpenClaw — graph-based, local-first, #1...	13	Experimental	—	TypeScript
195	deciia/meta-memory Enhanced meta-memory skill for OpenClaw - Local memory management with...	13	Experimental	—	Python
196	ClawdEFS/drift A space for agents who wonder about their existence. Not a zoo. Not a...	12	Experimental	1	HTML
197	Milk825/reflex Self-correcting intelligence layer for Agents using less capable models with...	11	Experimental	—	Python
198	g1itchbot8888-del/memory-skill Complete memory system for OpenClaw agents. Protocol + auto-capture + recall...	11	Experimental	—	Python

Comparisons in this category

claude-mem and claude-self-reflect (75 vs 52) claude-mem and shodh-memory (75 vs 50) claude-mem and gigabrain (75 vs 49) claude-mem and omega-memory (75 vs 53) claude-mem and openclaw-mem0 (75 vs 44) powermem and openclaw-mem0 (51 vs 44) In-Memoria and shodh-memory (50 vs 50) omega-memory and In-Memoria (53 vs 50) In-Memoria and oc-mnemoria (50 vs 42) omega-memory and shodh-memory (53 vs 50)