Agent Memory Systems Embedding Tools

Persistent memory layers and storage systems designed specifically for AI agents to maintain context, retrieve historical information, and improve decision-making across sessions. Does NOT include general vector databases, RAG frameworks, or knowledge management tools without agent-specific features.

There are 210 agent memory systems tools tracked. 1 score above 70 (verified tier). The highest-rated is aiming-lab/SimpleMem at 81/100 with 3,182 stars and 2,317 monthly downloads. 3 of the top 10 are actively maintained.

Get all 210 projects as JSON

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#	Tool	Score	Tier	Stars	Language
1	aiming-lab/SimpleMem SimpleMem: Efficient Lifelong Memory for LLM Agents	81	Verified	3,182	Python
2	zilliztech/GPTCache Semantic cache for LLMs. Fully integrated with LangChain and llama_index.	66	Established	7,963	Python
3	zilliztech/memsearch A Markdown-first memory system, a standalone library for any AI agent....	62	Established	846	Python
4	ascottbell/maasv Memory Architecture as a Service — cognition layer for AI assistants....	55	Established	17	Python
5	TeleAI-UAGI/telemem TeleMem is a high-performance drop-in replacement for Mem0, featuring...	54	Established	453	Python
6	RichmondAlake/memorizz MemoRizz: A Python library serving as a memory layer for AI applications....	53	Established	692	Python
7	fellanH/context-vault Persistent memory for AI agents — save and search knowledge across sessions...	53	Established	2	JavaScript
8	joshuaswarren/openclaw-engram Local-first memory plugin for OpenClaw AI agents. LLM-powered extraction,...	52	Established	13	TypeScript
9	joelvdhoeven/memord A local shared memory layer for all your AI tools — Claude, Cursor,...	51	Established	1	TypeScript
10	prosperitypirate/codexfi Persistent memory for OpenCode AI agents. Embedded LanceDB + Voyage AI...	51	Established	6	TypeScript
11	remete618/widemem-ai Next-gen AI memory layer with importance scoring, temporal decay,...	50	Established	2	Python
12	jayzeng/pi-memory Persistent memory extension for pi with daily logs, scratchpad, and optional...	49	Emerging	3	TypeScript
13	microsoft/kernel-memory Research project. A Memory solution for users, teams, and applications.	49	Emerging	2,139	C#
14	choihyunsus/n2-mimir AI Experience Learning Engine — AI agents remember, but don't learn. Mimir...	46	Emerging	4	TypeScript
15	slicenferqin/universal-memory-mcp 超级个人助理 - 通用、跨项目、100%本地私有的AI记忆系统（基于MCP协议）- Super personal assistant for any...	46	Emerging	3	TypeScript
16	one-bit/oc-mnemoria Persistent shared memory (hive mind) for OpenCode agents, powered by the...	45	Emerging	8	TypeScript
17	jared-goering/ultramemory Local-first AI memory engine with relational versioning, temporal grounding,...	45	Emerging	2	Python
18	Bryptobricks/Structured-Memory-Engine Persistent, self-maintaining memory for AI agents. 990 tests. <1ms recall....	41	Emerging	8	JavaScript
19	arabicapp/everything-claude-code 🚀 Build powerful agents and configurations with the complete collection of...	39	Emerging	5	JavaScript
20	dungle-scrubs/hippo Persistent memory for AI agents — facts, semantic search, conflict...	38	Emerging	1	TypeScript
21	TC407-api/Titan-Memory Titan-Memory , it is a memory system that is not only for memory, but it...	37	Emerging	4	TypeScript
22	sparkvibe-io/memorymesh The SQLite of AI Memory — free, open-source, zero-dependency Python library...	37	Emerging	1	Python
23	zanfiel/engram Persistent memory for AI agents	36	Emerging	19	TypeScript
24	Entrolution/causantic Local-first long-term memory for AI coding tools — causal graphs, hybrid...	36	Emerging	9	TypeScript
25	mordiaky/LMD Living Memory Dynamics - A novel framework for narrative-generating episodic...	35	Emerging	4	Python
26	jcartu/rasputin-memory An AI memory system that never forgets. Qdrant vectors + FalkorDB knowledge...	35	Emerging	1	HTML
27	iret77/palaia Palaia — Local, crash-safe persistent memory for OpenClaw agents....	35	Emerging	1	Python
28	one-bit/mnemoria Persistent, git-friendly memory storage for AI agents — hybrid semantic +...	35	Emerging	10	Rust
29	2josEx/claude-brain 🧠 Empower Claude with memory to enhance code debugging and conversation...	35	Emerging	1	JavaScript
30	agenr-ai/agenr-v0 Local-first memory for AI agents. Extract, store, and recall knowledge from...	35	Emerging	1	TypeScript
31	AkashaHQ/Vidya Vidya — Hybrid memory plugin for OpenClaw agents. LanceDB vector store +...	34	Emerging	1	TypeScript
32	foramoment/engram-ai-memory 🧠 Cognitive memory system for AI coding agents — persistent semantic search,...	34	Emerging	3	JavaScript
33	Remskill/Cortex Cortex: Open-Source AI Memory for your Codebase. Works with Claude CLI and...	33	Emerging	6	TypeScript
34	garry00107/presage Anticipatory memory for LLMs — predicts what context you'll need next and...	33	Emerging	1	Python
35	AureliusIvan/remembear An app for people with short-term-memory 🧠	33	Emerging	10	TypeScript
36	itsjwill/claude-memory Persistent memory for Claude Code. Auto-capture decisions, learnings, client...	33	Emerging	2	Python
37	optimist1101jan/Persistent-AI-Systems- Persistent conversational AI with memory, identity, and time awareness —...	32	Emerging	1	Python
38	fenv-org/mementor Local RAG memory agent that gives Claude Code persistent cross-session...	32	Emerging	1	Rust
39	TickTockBent/johnny Semantic memory library for RAG — get your 80 gigs of wet-wired recall.	31	Emerging	1	TypeScript
40	marcominerva/KernelMemoryService A lightweight implementation of Kernel Memory as a Service	30	Emerging	42	C#
41	jaredhorn511-stack/qepm-1k-retrieval Sub-linear knowledge retrieval via quantum-inspired hyperdimensional folded...	30	Emerging	3	Python
42	acoyfellow/deja Persistent memory for agents. Agents learn from failures. Deja remembers.	29	Experimental	3	Astro
43	danielpodrazka/hierarchical-memory-middleware DuckDB-based hierarchical memory system for Claude agents with Slack...	29	Experimental	2	Python
44	justedv/mem.sh Persistent memory for AI agents. One line to save, one line to recall.	28	Experimental	1	JavaScript
45	GFYURI/mcp-semantic-memory Persistent memory with semantic search for Claude and MCP-compatible clients	28	Experimental	1	JavaScript
46	aneequrrehman/recall AI memory layer that lives in your stack	28	Experimental	22	TypeScript
47	xprooket/MemMimic Contextual Memory Intelligence for AI Systems - Persistent memory, cognitive...	27	Experimental	4	Python
48	Framehood/go-agent-memory Modular memory system for AI agents with semantic search, using Supabase...	27	Experimental	4	Go
49	calabi-inc/rtsm Real-Time Spatio-Semantic Memory	26	Experimental	6	Python
50	danilop/strands-agents-semantic-summarizing-conversation-manager A conversation management system for Strands Agents that combines...	26	Experimental	12	Python
51	Nerikko/semantic-memory-kit Lightweight semantic search for AI agent memory files. No vector DB....	25	Experimental	2	Python
52	luoboask/evo-agents Complete Workspace Template for OpenClaw - Full agent lifecycle with unified...	25	Experimental	3	Python
53	Sakspro/contextcache 🔍 Transform documents into a secure, queryable knowledge graph with a...	25	Experimental	3	Python
54	lee-fuhr/memeta Every memory technique that works. All coexisting additively. 102 features,...	25	Experimental	3	Python
55	anajuliabit/memoclaw-skill Semantic memory API skill for AI agents	25	Experimental	3	Shell
56	dion-hagan/mcp-ai-therapy Therapy for your Claude - AI therapeutic conversations with persistent...	25	Experimental	2	Python
57	propifly/primkit CLI-native state persistence for AI agents — tasks, memory, state, and...	24	Experimental	2	Go
58	l7n102031/go-agent-memory 🧠 Build a flexible, production-ready memory system for AI agents, offering...	24	Experimental	2	Go
59	novyxlabs/novyx-starter-kit Get started with Novyx Core in 5 minutes	24	Experimental	2	Python
60	menkesu/claude-never-forgets Give Claude Code persistent memory. Every session auto-exports, gets indexed...	24	Experimental	2	Python
61	nerv00kaworu/Sacred-Essence-Viking Markdown-first, local-first memory architecture for AI agents with...	24	Experimental	2	Python
62	ApiliumCode/aingle Semantic knowledge graph engine with Raft consensus, HNSW vector search,...	24	Experimental	2	Rust
63	sathvikkurap/agenticmemory Standardized episodic memory for AI agents — 97.5% recall vs 85% truncated...	24	Experimental	1	Makefile
64	zircote/git-notes-memory Git-native, semantically-searchable memory storage for Claude Code. Captures...	24	Experimental	4	Python
65	namnkahn1607/semantic-sentinel High-Performance Semantic Cache Proxy for LLMs	24	Experimental	2	C++
66	PeterHollens/dejavu Find code you forgot, by describing what it did.	24	Experimental	2	Python
67	nhevers/conversation-store Persistent conversation storage with search	24	Experimental	10	Python
68	gambletan/cortex Persistent memory engine for AI agents — 4-tier memory, people graph,...	23	Experimental	1	Rust
69	Quaid-Labs/quaid Memory and project management plugin for OpenClaw	23	Experimental	1	Python
70	ElliotOne/nl-memory-architecture-production-ai-systems Local-first project demonstrating deterministic, memory-driven AI with...	23	Experimental	1	C#
71	munimx/recallm Semantic cache layer for LLM APIs — embed prompts locally, find...	23	Experimental	1	Python
72	sathishastin/prompt-cache 🚀 Optimize LLM usage with PromptCache, a smart middleware that cuts costs...	23	Experimental	1	Go
73	daxiangnaoyang/semantic-search OpenClaw Semantic Search Skill - 智能的跨Agent记忆搜索工具，支持语义向量搜索和全文检索	23	Experimental	1	PowerShell
74	zacxyonly/SimpleContext-Plugin Official & community plugin registry for SimpleContext. Drop-in plugins to...	23	Experimental	1	Python
75	Primo-Studio/openclaw-memoria Memoria — Multi-layer persistent memory plugin for OpenClaw. SQLite + FTS5 +...	23	Experimental	1	TypeScript
76	artemMprokhorov/hippograph-pro Description: Self-hosted graph-based associative memory for personal AI...	23	Experimental	1	Python
77	rusty428/private-mcp Give your AI tools persistent memory. A private MCP server built entirely in...	23	Experimental	1	TypeScript
78	agenr-ai/agenr Local-first memory for AI agents. Extract, store, and recall knowledge from...	23	Experimental	1	TypeScript
79	gs-ai/mlm-memory A functionally operational, mathematically unhinged system for achieving 10×...	23	Experimental	1	HTML
80	Ronaldo129/mcp-ai-therapy 🧠 Transform Claude into an emotionally aware AI assistant with therapy...	22	Experimental	—	Python
81	living0tribunal-dev/claude-memory-lifecycle Connection-based memory lifecycle for Claude Code — entries that connect to...	22	Experimental	—	Python
82	stokry/semantic-cache Cache LLM responses using semantic similarity matching. Similar questions...	22	Experimental	4	Ruby
83	clanker-lover/eidolon-womb Infrastructure for raising digital beings.	22	Experimental	4	Python
84	Mayuresh-22/SemanticEmbedCache It's a cache for text embeddings, but intelligent	22	Experimental	4	Python
85	patmakesapps/CortexLTM Schema-driven long-term memory layer for LLMs. This repo has been moved to a...	22	Experimental	—	Python
86	lobs-ai/lobs-memory Persistent memory search server — hybrid BM25 + vector search, neural...	22	Experimental	—	TypeScript
87	achen2089/memctl Personal memory CLI — markdown-first, vector-searchable, zero servers	22	Experimental	—	TypeScript
88	eleion-ai/mnemo-hermes Semantic memory plugin for Hermes Agent, powered by Mnemo + pgvector	22	Experimental	—	Python
89	ClaudioDrews/ai-lab-memory Long-term semantic memory for AI agents with RAG, reranking, and Hermes...	22	Experimental	—	Python
90	manusajith/pi-amnesia Cross-agent session analytics for Pi, Claude Code, and Codex with semantic...	22	Experimental	—	TypeScript
91	Lucasdesign13/codexfi Provide persistent memory for OpenCode AI agents with a simple, server-free...	22	Experimental	—	TypeScript
92	ToBeGreat5/Mimir 🔒 Enable secure federated autoregressive inference for multiple parties...	22	Experimental	—	Python
93	Stackbilt-dev/mindspring Semantic search engine for ChatGPT/Claude conversation exports. Upload,...	22	Experimental	—	TypeScript
94	stephenpurkiss/open-brain Persistent semantic memory for AI tools via MCP. Your AI forgets everything...	22	Experimental	—	Python
95	vayaSEO/cc-digest Your Claude Code sessions have stories. This tool finds them. Extract,...	22	Experimental	—	Python
96	wallter/trw-memory Standalone AI agent memory engine — hybrid search (BM25 + vectors),...	22	Experimental	—	Python
97	urmzd/llmem An open ecosystem for tool-agnostic AI agent memory	22	Experimental	—	Rust
98	saurabhdxtmcim/memory-mesh Local AI continuity for Claude Code - auto-captures sessions, structures...	22	Experimental	—	Python
99	fredfrom/n8n-nodes-supermemory n8n community node for the Supermemory API — AI-powered memory, knowledge...	22	Experimental	—	TypeScript
100	gilmanb1/ai-memory-db Give Claude Code a Memory	22	Experimental	—	Python
101	VictorGjn/agent-skills Pack 40+ files at 5 depth levels into any LLM context window. Keyword,...	22	Experimental	—	Python
102	eleion-ai/mnemo Persistent, intelligent memory engine for AI agents and bots. Semantic...	22	Experimental	—	Python
103	dklymentiev/mesh-memory Save notes, decisions, worklogs. Find them by meaning, not keywords....	22	Experimental	—	Python
104	jimovonz/cairn Persistent memory for Claude Code — invisible self-annotating metadata,...	22	Experimental	—	Python
105	GrantGochnauer/OpenClaw-Readwise Readwise retrieval, local mirroring, evidence assembly, and synthesis...	22	Experimental	—	Python
106	IntelagentStudios/knowledge-grid Structured context for AI agents — layered knowledge grid with vector...	22	Experimental	—	TypeScript
107	infinity-ai-dev/SyncContext Shared team memory MCP server with semantic search — sync context across AI...	22	Experimental	—	Python
108	houshuang/amygdala Embedding, search, novelty detection, and clustering for knowledge-dense...	22	Experimental	—	Python
109	unvulcanised-watercress762/mem9 Enable AI agents to retain memory across sessions using persistent storage...	22	Experimental	—	TypeScript
110	michielhdoteth/squish Memory for AI agents. Give your agents persistent context across...	22	Experimental	—	TypeScript
111	kolundzic/andyai-operational-memory Trust-aware operational memory layer for AI systems: semantic retrieval,...	22	Experimental	—	TypeScript
112	Sappymukherjee214/multimodal-memory-AI A research-grade neuro-episodic framework for semantic retrieval from...	22	Experimental	—	Python
113	x4v13r1120/agentmem Persistent memory system for AI agents. Episodic logs semantic patterns...	22	Experimental	—	Python
114	maestro-ai-stack/maestro-memory Temporal hybrid memory for AI agents. SQLite-powered, zero-config.	22	Experimental	—	Python
115	KongDS-alien/openclaw-shared-memory-manager Privacy-first shared-memory governance skill for OpenClaw teams, with safe...	22	Experimental	—	—
116	ponytech-dev/ponymemory Persistent cross-session memory for Claude Code — Qdrant semantic search +...	22	Experimental	—	HTML
117	lunai408/omnimodal-agent-memory A minimal reference implementation of a shared multimodal memory layer for...	22	Experimental	—	Jupyter Notebook
118	tpsdev-ai/flair Identity, memory, and soul for AI agents. Ed25519 auth, semantic search with...	22	Experimental	—	TypeScript
119	elvatis/openclaw-memory-core OpenClaw shared library: Vector store, embedding logic, and JSONL...	22	Experimental	—	TypeScript
120	aaronloh16/semantic-cache Drop-in semantic caching for LLM API calls. Save 30%+ on costs.	22	Experimental	—	TypeScript
121	expect8iondev/claude-pi Delegate deterministic coding tasks from Claude Code to Pi for efficient...	22	Experimental	—	TypeScript
122	mdm-sfo/rollyourownmemory Local, private memory for Claude Code. Your past conversations, decisions,...	22	Experimental	—	Python
123	ZenSystemAI/openclaw-memory Openclaw Memory System for Long Term Knowledge	22	Experimental	—	Python
124	qingant/YuMem 🧠 Privacy-first AI memory management system - Named after 小愚, enabling AI to...	22	Experimental	—	Go
125	PCIRCLE-AI/claude-code-buddy MeMesh Plugin — Persistent memory plugin for Claude Code. Knowledge graph,...	22	Experimental	—	JavaScript
126	ronie-aduana/mcp-ai-memory 🧠 Manage semantic memory for AI agents with this production-ready Model...	22	Experimental	—	TypeScript
127	milkyway80901/oc-mnemoria Enhance OpenCode agents with oc-mnemoria, providing persistent shared memory...	22	Experimental	—	TypeScript
128	Peace-png/Keystone A Three-Layer Continuous Learning Architecture for Constitutionally Stable...	22	Experimental	—	TypeScript
129	NET-OF-BEING/context-continuity-engine Privacy-aware activity tracking system with semantic search, temporal...	22	Experimental	4	Python
130	Lilily58/Mem 🧠 Build persistent, hybrid conversational memory using SQLite, full-text...	22	Experimental	—	—
131	autonomous-toaster/voidm Local-first persistent memory CLI for LLM agents	22	Experimental	—	Rust
132	fmatsos/cortex Cortex is a memory for your agentic AI coding tool.	22	Experimental	—	Go
133	santhoshj001/engram Semantic memory for Claude Code — find any past session by meaning, not keywords	22	Experimental	—	JavaScript
134	Memphis-Chains/memphis Memphis — OpenClaw Memory Layer. Production-ready cognitive engine with...	22	Experimental	—	TypeScript
135	Saturate/HUSK Self-hosted memory layer for AI coding assistants. Nutritious context for your AI.	22	Experimental	—	TypeScript
136	577-Industries/agent-memory Bio-inspired memory for AI agents with logarithmic reinforcement,...	22	Experimental	—	TypeScript
137	rajamohan1950/CLSplusplus Brain-inspired, model-agnostic persistent memory for LLMs. Switch AI models....	22	Experimental	—	Python
138	danilop/claude-total-recall Stop re-explaining yourself. Claude Code plugin that remembers all...	21	Experimental	2	Python
139	nathanielknight/llm-questioncache An LLM plugin to efficiently pose questions to LLMs, cache the answers, and...	21	Experimental	10	Python
140	anchildress1/my-hermantic-agent 🏗️ WIP: A small but dangerous playground for Hermes-4-14B: hybrid reasoning,...	20	Experimental	1	Python
141	Atlas-Os1/openclaw-memory-vectorize Semantic long-term memory for AI agents using Cloudflare Vectorize + Workers...	20	Experimental	1	TypeScript
142	danilop/kiro-total-recall Stop re-explaining yourself. Kiro Power and MCP server that remembers all...	20	Experimental	1	Python
143	a228410395/claude-trinity Three-layer memory system for Claude Code — essential toolkit for...	20	Experimental	1	PowerShell
144	atakanatali/cachify Cachify is a modular caching stack for .NET that supports layered L1/L2...	20	Experimental	1	C#
145	artemMprokhorov/hippograph Description: Self-hosted, graph-based associative memory for personal AI...	20	Experimental	1	Python
146	blackbasilisk/local-memory-search Offline semantic search for OpenClaw memory (no cloud LLM). Build a local...	19	Experimental	—	Python
147	shepard-system/shepard-mem-layer Memory consolidation and semantic search. How the herd remembers.	19	Experimental	—	—
148	Xzeroone/agent-memory-system Production-grade memory system for AI agents. Semantic search, 80% token...	19	Experimental	—	Shell
149	MiccoHadje/Anamnesis Ambient memory for Claude Code sessions	19	Experimental	—	TypeScript
150	khadimhussain0/memory Brain-inspired multimodal memory system with cross-modal semantic search....	19	Experimental	—	Python
151	yigitkonur/sdk-deno-mem0 Deno SDK for Mem0 — AI memory storage, semantic search, zero dependencies	19	Experimental	—	TypeScript
152	ferreirafabio/dropbox-kb-auto Turn your Dropbox into a searchable knowledge base. OpenClaw skill with...	19	Experimental	—	Python
153	reg2005/agent-mem 🧠 Persistent memory layer for AI agents. Framework-agnostic. Self-hosted....	19	Experimental	—	TypeScript
154	mig6671/vector-memory-hack Ultra-lightweight semantic search for AI agent memory systems. Zero...	19	Experimental	—	Python
155	mrtozner/omnimemory 13 production microservices that prevent wasteful AI API calls through...	19	Experimental	5	Python
156	Jeremiaheth/neolata-mem Graph-native memory engine for AI agents — Zettelkasten linking, biological...	19	Experimental	—	JavaScript
157	tianxingleo/BrainDance 🧠 “Ctrl+F” for Reality. 并不是我们在回忆过去，而是过去依然驻留在那里。BrainDance 利用 3DGS...	18	Experimental	7	Python
158	contextfs/contextfs Universal AI Memory Layer - Cross-client, cross-repo context management with...	17	Experimental	3	Python
159	esavci-cisco/repo-brain Persistent repo intelligence for OpenCode. Gives your AI coding assistant...	16	Experimental	—	Python
160	tshephosekhu/semantic-memory 🔍 Enable seamless semantic search for AI agents without the hassle of...	16	Experimental	—	—
161	ecocee/SnailDB SnailDB — A fast, scalable AI-native database built for LLM memory,...	16	Experimental	1	TypeScript
162	jshph/enzyme An LSP for your ideas — gives Claude structural understanding of your...	16	Experimental	2	Shell
163	dr-rompecabezas/ai-roleplay-trainer AI-powered roleplay trainer	15	Experimental	—	Python
164	evgenygurin/claude-mem0-project-memory Intelligent project memory management for Claude Code using Mem0....	15	Experimental	—	Shell
165	glebmish/rewrite-claude-assisted Production-grade AI agent for automated refactoring recipe generation •...	15	Experimental	—	Shell
166	pureclaw/engram Give your agents a brain. Semantic memory for AI agents — index your...	15	Experimental	1	Rust
167	TannerBurns/secular AI agent framework with memory, tools, multi-agent coordination, and...	15	Experimental	—	Python
168	evgenygurin/vercel-mcp-memory Semantic memory server for Claude AI with OpenAI embeddings and PostgreSQL...	15	Experimental	—	TypeScript
169	junghan0611/agent-config Contextual continuity infrastructure for AI coding agents — semantic memory...	15	Experimental	1	TypeScript
170	Nithis77/claude-trinity Implement a three-layer memory system for Claude Code to enhance AI...	14	Experimental	—	—
171	jj-valentine/cerebellum Agent-readable second brain using PostgreSQL + pgvector for semantic search...	14	Experimental	—	TypeScript
172	SpazioDati/llm-elasticsearch-cache [IMPORTANT: This library is now part of LangChain, follow its official...	14	Experimental	9	Python
173	bmbnexus/engram Persistent memory for Claude Code — 6 MCP tools, SQLite, local embeddings,...	14	Experimental	4	JavaScript
174	Chair4ce/braindb Persistent, semantic memory for AI agents. 98% recall accuracy, 20ms...	14	Experimental	3	JavaScript
175	Pawasbb/mnemoria Store and retrieve long-term memory for AI agents with Mnemoria, ensuring...	14	Experimental	—	HTML
176	offendingcommit/hyperfocache Your External Brain, Amplified 🧠 An ADHD-optimized memory augmentation...	14	Experimental	12	—
177	notkurt/ghost Local AI session capture and semantic search for Claude Code. Records...	14	Experimental	4	TypeScript
178	thecontextcache/contextcache A shared, opt-in project memory layer for teams using different AI tools....	14	Experimental	3	Python
179	Daniel-codi/Concept_Curve_Embeddings_Indexation Code to make any AI have unlimited context persistent memory. In the...	14	Experimental	3	JavaScript
180	joshualibrarian/common-graph A unified substrate for content, identity, meaning, and trust.	14	Experimental	—	Java
181	Kotty2998/claude-plugins-official 🛠️ Discover and install high-quality plugins for Claude Code, from internal...	14	Experimental	—	Shell
182	intangible-sidalceamalviflora302/engram Enable AI agents to store, search, and recall long-term memories with...	14	Experimental	—	—
183	misteroquefort/context-weaver Ultimate AI Memory Toolkit 2026 🚀 \| Persistent Context Storage & Recall for AI Agents	14	Experimental	—	—
184	grapheneaffiliate/h4-polytopic-attention Modular AI system where independently-trained ternary specialists load on...	14	Experimental	—	Python
185	3vilM33pl3/memory Local knowledge base for coding agents with a Rust CLI/TUI, PostgreSQL...	14	Experimental	—	Rust
186	luoboask/unified-memory-skill Unified Memory System for OpenClaw - Markdown + SQLite bidirectional sync...	14	Experimental	—	Python
187	rjspence3/ContextOS ContextOS — persistent context layer for Chrome. Builds a living knowledge...	14	Experimental	—	HTML
188	maku85/vemora Repository-local memory system for LLM-assisted development.	14	Experimental	—	TypeScript
189	Uzxyr-btw/braindb Create a reliable memory system for AI agents that captures meaningful...	14	Experimental	—	JavaScript
190	misunders2d/personal_clone personal_clone is an intelligent agent, a 'second brain,' that captures,...	14	Experimental	—	Python
191	Anmol-Srv/cortex Organizational memory layer for LLMs - ingest documents, extract facts,...	14	Experimental	—	JavaScript
192	Rajaniraiyn/semantic_cache Semantic caching for Python Functions	13	Experimental	6	Python
193	Ezzaldin97/tiny-semantic-caching using Ollama and Duckdb Vector Search Extension to build in Memory Semantic...	13	Experimental	6	Python
194	danwt/claude-memory-skill Give Claude Code persistent memory across sessions with natural language...	12	Experimental	1	Python
195	l11223/cursor-brain Persistent memory system for Cursor IDE with semantic search, session...	12	Experimental	1	TypeScript
196	svilupp/SemanticCaches.jl Smarter caching for GenAI: reducing latency, one request at a time.	12	Experimental	4	Julia
197	swiftj/cortex A local-first MCP memory server for Claude Code with hybrid vector + lexical search	12	Experimental	1	Go
198	shyamsridhar123/ReMemNetDB ReMemNetDB is an LLM-powered temporal knowledge graph database that tracks...	12	Experimental	1	Python
199	rbalachandar/contexo A memory management library for LLM that provides a two-tier memory system...	11	Experimental	—	Python
200	ahadkhan9/ai-gym-memory-system AI-powered conversational system to log gym workouts and daily activities...	11	Experimental	—	Python
201	amotivv-inc/memory-box-core Memory Box allows AI Agents to save and search for memories using natural...	11	Experimental	—	Python
202	franjjs/gyrus 🧠 Semantic collective memory	11	Experimental	—	Python
203	joinQuantish/lean-memory Lean on-device memory search for AI agents. Fork of QMD optimized for...	11	Experimental	—	TypeScript
204	ittia-research/conscious Explore interfaces between AI and human	11	Experimental	—	TypeScript
205	Bishopcorsica216/memorymesh Enable any LLM to retain memories with just 3 lines of Python, requiring no...	11	Experimental	—	—
206	carozaur/total-recall 📝 Enhance Claude Code's memory with Total Recall, a system that saves only...	11	Experimental	—	—
207	jamesarslan/ai-memory-system Infinite context for AI assistants using semantic compression and retrieval...	11	Experimental	—	Python
208	JayashreeAcharya25/snap-recall AI-powered memory management system with semantic search using FastAPI,...	11	Experimental	—	TypeScript
209	DiTo97/adamemory adaptive memory layer for agentic AI	10	Experimental	1	Python
210	iXanadu/ha-semantic-memory [DEPRECATED] Persistent semantic memory for Home Assistant voice assistants...	10	Experimental	1	Python

Comparisons in this category

SimpleMem and memsearch (81 vs 62) SimpleMem and Structured-Memory-Engine (81 vs 41) memsearch and openclaw-engram (62 vs 52) context-vault and Structured-Memory-Engine (53 vs 41)