Agent Memory Infrastructure AI Agents

Persistent memory systems that enable AI agents to store, retrieve, and maintain context across sessions and projects. Includes knowledge graphs, semantic search, and recall mechanisms. Does NOT include general vector databases, RAG frameworks, or context management that lack agent-specific persistence layers.

There are 200 agent memory infrastructure agents tracked. 3 score above 50 (established tier). The highest-rated is MemMachine/MemMachine at 65/100 with 4,826 stars. 2 of the top 10 are actively maintained.

Get all 200 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=agents&subcategory=agent-memory-infrastructure&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	MemMachine/MemMachine Universal memory layer for AI Agents. It provides scalable, extensible, and...	65	Established	4,826	Python
2	kayba-ai/agentic-context-engine 🧠 Make your agents learn from experience. Now available as a hosted solution...	65	Established	1,978	Python
3	knowns-dev/knowns The memory layer for AI-native development — giving AI persistent...	59	Established	123	TypeScript
4	Dicklesworthstone/cass_memory_system Procedural memory for AI coding agents: transforms scattered session history...	49	Emerging	275	TypeScript
5	willynikes2/knowledge-base-server Make every AI agent you use smarter. Persistent memory with SQLite FTS5, MCP...	48	Emerging	65	JavaScript
6	rexdivakar/HippocampAI HippocampAI — Autonomous Memory Engine for LLM Agents	48	Emerging	61	Python
7	MehulG/memX A real-time shared memory layer for multi-agent LLM systems.	45	Emerging	59	Python
8	ScottRBK/forgetful Opensource Memory for Agents	44	Emerging	194	Python
9	choihyunsus/soul Soul: The Persistent Memory Layer for Multi-Agent Systems. High-performance...	42	Emerging	60	TypeScript
10	Alenryuichi/openmemory-plus 🧠 AI Agent Memory Management Framework - Dual-layer memory architecture with...	42	Emerging	17	TypeScript
11	humemai/humemai-research Advancement at the intersection of cognitive science, temporal knowledge...	40	Emerging	12	Python
12	fpytloun/mnemory A self-hosted, secure, feature-rich memory system for AI agents and...	39	Emerging	5	Python
13	vstorm-co/memv Structured, temporal memory for AI agents.	39	Emerging	51	Python
14	AIOSAI/Trinity-Pattern Persistent identity for AI agents — three JSON files, one library, memory...	39	Emerging	7	Python
15	openshift-hyperfleet/kartograph Enterprise-Ready Bi-Temporal Knowledge Graph Platform	39	Emerging	5	Python
16	jeffpierce/memory-palace Persistent memory system for agentic AI via MCP - remember, recall, forget...	39	Emerging	31	Python
17	RobSB2/CxMS OpenCxMS Memory System - Persistent memory for AI coding assistants through...	38	Emerging	3	JavaScript
18	SZZH/memory-brain Local-first long-term memory CLI for AI coding agents, with recall,...	38	Emerging	2	TypeScript
19	pdajoy/mindshelf Stop hoarding tabs — AI classifies, summarizes & exports them to your notes...	38	Emerging	2	TypeScript
20	GuyMannDude/mnemo-cortex Open-source memory coprocessor for AI agents. Persistent recall, semantic...	38	Emerging	25	Python
21	Lumen-Labs/brainapi2 BrainAPI is a knowledge graph–powered AI memory layer that transforms...	37	Emerging	3	Python
22	Kronic90/VividnessMem-Ai-Roommates VividnessMem is built on the idea that memory is not storage but changing...	37	Emerging	2	Python
23	nemori-ai/nemori A minimalist MVP demonstrating a simple yet profound insight: aligning AI...	37	Emerging	174	Python
24	cairn-dev/cairn A background agent system for automating end-to-end software engineering...	37	Emerging	193	Python
25	rtk-ai/icm Permanent memory for AI agents. Single binary, zero dependencies, MCP native.	37	Emerging	44	Rust
26	Ahmedmossaid1/memoria 🗂️ Organize messy social media exports into well-structured media libraries...	36	Emerging	2	Python
27	Thinklanceai/agentkeeper Cognitive persistence layer for AI agents — cross-model memory continuity....	36	Emerging	115	Python
28	eanai-ro/ean-agentos Persistent memory for AI coding agents. Never solve the same bug twice....	36	Emerging	2	Python
29	kiddbin/brain_synapse Brain Synapse A cognitive memory OS for AI agents, featuring...	36	Emerging	2	JavaScript
30	CryptoKrad/open-mem Episodic memory for AI coding agents — captures tool calls, edits, and...	36	Emerging	5	TypeScript
31	memvid/screenshot-memory Search your screenshots by content, not filename.	35	Emerging	12	TypeScript
32	Youhai020616/Agentmind Self-Learning Memory System for AI Agents — Give your AI agent memory, let...	35	Emerging	7	TypeScript
33	ldclabs/KIP 🧬 KIP is a Knowledge-memory Interaction Protocol designed for LLMs, aiming...	35	Emerging	56	Python
34	AIAnytime/Agent-Memory-Playground Agent Memory Playground: AI Agent Memory Design & Optimization Techniques	35	Emerging	32	Python
35	zebbern/icron icron YOUR lightweight Personal AI Assistant - permanent Markdown memory...	34	Emerging	3	Python
36	primeline-ai/kairn Context-aware knowledge engine for AI assistants	34	Emerging	8	Python
37	rawcontext/engram A bitemporal, graph-backed memory system for AI coding agents.	34	Emerging	3	TypeScript
38	tonitangpotato/engram-ai Neuroscience-grounded memory for AI agents — ACT-R activation, Ebbinghaus...	33	Emerging	17	Python
39	shihanwan/memonto Augment AI agents with long-term memory through knowledge graph 🧠	32	Emerging	93	Python
40	Sozo-Analytics-Lab/sozograph A memory normalization layer for AI agents that distills chat history into a...	32	Emerging	9	Python
41	Sankhya-AI/Dhee Memory layer for AI agent orchestrators with adaptive forgetting, stronger retrieval.	30	Emerging	16	Python
42	SR-Studio1-AdventureX25/MemoBloom A Web game about plant cultivation.	29	Experimental	5	TypeScript
43	Jannhsu/agent-memory Long-term memory for AI agents using plain markdown. No vector DB, no...	29	Experimental	4	JavaScript
44	RNA4219/memx-core Local-first personal memory & knowledge store for LLM agents....	28	Experimental	21	Go
45	memoryOSScom/memoryOSS Persistent long-term memory for AI agents. Local proxy + MCP memory layer...	28	Experimental	4	Rust
46	edwin-hao-ai/Awareness-Local Local-first AI agent memory — one command, works offline, no account needed....	27	Experimental	12	JavaScript
47	CloudLLM-ai/mentisdb Memory that lasts and compounds. MentisDB gives agents durable memory so...	27	Experimental	1	Rust
48	kairn-ai/kairn Context-aware knowledge engine for AI assistants	26	Experimental	5	Python
49	anthonylee991/orunla Unified memory for all your A.I. agents. Knowledge graph hybrid retrieval of...	26	Experimental	5	Rust
50	kingcharleslzy-ai/agent-soul Shared memory and identity for your AI agents — Git-native, self-hosted, no...	25	Experimental	3	Python
51	rore/Pallium Local-first, evidence-backed memory sidecar for AI agents.	25	Experimental	3	Python
52	zircote/MIF Open standard for portable AI memory interchange — JSON-LD + Markdown dual...	25	Experimental	4	MDX
53	usewire/wire-memory Persistent memory plugin for AI coding agents. Captures decisions,...	25	Experimental	3	JavaScript
54	dlxeva/synaptic-link Progressive disclosure retrieval for long-horizon AI agents over personal...	25	Experimental	4	Python
55	robll-v1/memd Local-first memory runtime for AI agents with SQLite, REST, and MCP.	24	Experimental	2	Go
56	biubiutomato/TME-Agent TME: Structured memory engine for LLM agents to plan, rollback, and reason...	24	Experimental	35	Python
57	lilubot/nima-core Biologically-inspired cognitive memory architecture for AI agents. Affect •...	24	Experimental	2	Python
58	alivecomputer/context Give any AI agent a memory that compounds. Open source. Plain files. Your machine.	24	Experimental	2	Python
59	JohnnyFiv3r/Core-Memory Drop-in causal memory for AI agents. Append-only event store with...	24	Experimental	2	Python
60	Just-Boring-Cat/codex-mem Persistent memory MCP server for Codex with local SQLite storage and...	24	Experimental	2	TypeScript
61	Yuan-ManX/Memex Memex — Memory Infrastructure for AI Agents.	24	Experimental	2	Python
62	PRDicta/Solitaire-for-Agents Persistent memory, self-correcting retrieval, cognitive architecture, and...	24	Experimental	2	Python
63	kwstx/engram_translator bridge between AI agents using different communication protocols	24	Experimental	2	JavaScript
64	thaildhe172591/Atlas-Force Local-first memory orchestration for AI agents working in real codebases.	24	Experimental	2	TypeScript
65	BaiGanio/aperio One brain. Every AI agent. Nothing forgotten. — Self-hosted memory layer via...	24	Experimental	2	HTML
66	Markgatcha/memos MemOS - Universal local-first persistent memory layer for AI agents and LLMs	23	Experimental	1	TypeScript
67	Basekick-Labs/memtrace LLM-agnostic memory layer for AI agents. No embeddings, no vector DB — just...	23	Experimental	5	Go
68	ExceptionRegret/syncmind Shared persistent memory for AI coding agents. Give Claude Code, Cursor,...	23	Experimental	1	JavaScript
69	d-wwei/agent-recall Persistent memory for AI coding agents — across tools, sessions, and...	23	Experimental	1	TypeScript
70	Cavendo-AI/vantage Capture and query what you’re seeing: a shared memory layer for AI-native work	23	Experimental	1	JavaScript
71	nKOxxx/Cognexia The missing memory layer for AI agents — persistent, searchable,...	23	Experimental	1	JavaScript
72	ayvazyan10/engram Engram gives any AI model human-like memory that persists across sessions,...	23	Experimental	1	TypeScript
73	klich3/rocket-store-lcoal-memories-python Skill for your AI agent: you can now save documents in JSON format locally...	23	Experimental	1	Python
74	jsierra87/engram Provide your AI with persistent memory by managing past conversations across...	23	Experimental	1	HTML
75	wipcomputer/dream-weaver-protocol Memory consolidation protocol for AI agents with bounded context windows....	23	Experimental	1	TeX
76	Tetrahedroned/myelin-kernel Lightweight, thread-safe memory kernel for autonomous agents. Strengthens...	23	Experimental	1	Python
77	G3sparky/void-memory Three-state memory system for AI agents. 30% structural void creates...	23	Experimental	1	TypeScript
78	felixsim/bonsai-memory 🌿 Prune your AI agent's context window. Reduce token usage by 70-95% with...	23	Experimental	1	—
79	q7766206/AgentMind Brain OS for AI Agents: Think + Remember	23	Experimental	1	—
80	emartai/remembr Persistent memory infrastructure for AI agents — semantic search, ...	23	Experimental	1	Python
81	daryl-labs-ai/daryl Provable memory for AI agents — append-only, hash-chained, tamper-proof	23	Experimental	1	Python
82	candeploys/ReplayOS ReplayOS: searchable timeline memory + trusted AI actions (auth, rate...	23	Experimental	1	Python
83	JayCheng113/AgentInfra AgentInfra 🧠 — Give your AI agent a memory that lives with the code. Drop a ...	23	Experimental	1	—
84	codexstar69/pi-lcm Lossless Context Management for Pi. DAG-based summarization with full...	23	Experimental	1	TypeScript
85	hdviettt/agenternal Treating AI agent memory as a living, evolving system rather than a...	23	Experimental	1	Python
86	ninja-otaku/memoryos Episodic + semantic memory backend for long-running AI agents	23	Experimental	1	Python
87	ellmos-ai/usmc United Shared Memory Client -- cross-agent persistent memory access layer...	22	Experimental	—	Python
88	speed785/neuromem Smart Context Manager for LLM agents — intelligent token budgeting,...	22	Experimental	—	Python
89	MakiDevelop/agentic-memory Open-source repo memory for AI agents — every memory has a source, every...	22	Experimental	—	Python
90	montage-tecg/openmemory-plus 🧠 Enhance agent memory with OpenMemory Plus, a framework for smart...	22	Experimental	—	TypeScript
91	markun-japan/ai-hokan-plan AI補完計画 - AIの経験継承設計。全ログ保存+6層構造化+記憶システムで、AIを完全体へ。	22	Experimental	—	JavaScript
92	rivastava/EvidenceSpine Evidence-bound memory and handoff fabric for multi-agent systems...	22	Experimental	—	Python
93	cronos3k/AgentAZAll Persistent memory & multi-agent sync over Email and FTP — protocols running...	22	Experimental	—	Python
94	nicgould234908/open-memory-standard Open Memory Standard: An open standard for AI memories	22	Experimental	—	—
95	thrr87/hoard One local index - MCP interface - Works with any AI agent	22	Experimental	4	Python
96	amabito/tri-memory Three-path memory for LLM agents: KV window (exact attention) + retrieval...	22	Experimental	—	Python
97	pranavvvvvvvvvvvvvv/mif-spec Define and standardize Memory Interchange Format (MIF) to enable seamless...	22	Experimental	—	Python
98	ForNeverAnd/mcp-memory-engine AI memory that learns — not just stores. Schema formation, prospective...	22	Experimental	—	Python
99	tlconde/ai-memory Portable persistent AI memory for any project and any tool	22	Experimental	—	TypeScript
100	TerraByte-Dev/brain-md Persistent memory for AI agents. Open spec. Local first. Human readable.	22	Experimental	—	TypeScript
101	allyliv/mindkeeper Track and manage AI personality changes, rules, and memories with full...	22	Experimental	—	TypeScript
102	pangxianggang/AMP ⚡ Agent Memory Protocol - 让 AI 拥有记忆和成长能力 \| Every AI deserves to remember.	22	Experimental	—	Python
103	kody-w/CommunityRAPP RAPP Hippocampus — persistent memory for AI agents. Local-first, deploy to...	22	Experimental	—	Python
104	roli-lpci/forgetted Mid-conversation incognito mode for AI agents — checkpoint, block writes, self-clean	22	Experimental	—	Python
105	Ntizar/NtizarBrainMaesterMind (OpenCode + Obsidian) ^ Ntizar Mastermind - Multi-agent AI orchestration...	22	Experimental	—	CSS
106	juanje/agentic-buddy A self-organizing memory for any AI agent. Brain dump tasks, decisions,...	22	Experimental	—	—
107	dario-github/biomorphic-memory Brain-inspired memory architecture for AI agents — spreading activation,...	22	Experimental	—	Python
108	reallyreallyryan/cairn A self-extending AI agent with persistent memory, sandboxed tool creation,...	22	Experimental	—	Python
109	voardwalker-code/MA-Memory-Architect Memory Architect (MA) is a standalone AI development agent that automates...	22	Experimental	—	JavaScript
110	flu012/mindreaderv2 Personal knowledge graph for AI agents — visual memory you can see, manage,...	22	Experimental	—	JavaScript
111	conversionreactiontorchsong281/shang-tsung Enable AI agents to retain memory and identity across sessions by...	22	Experimental	—	Shell
112	cdzzy/engram Standardized long-term memory for AI agents — decay, recall, compression, versioning	22	Experimental	—	TypeScript
113	Onurizm/shadow-genesis 🌑 Manage agentic memory and context persistence with Shadow Genesis, a...	22	Experimental	—	—
114	Efeta7451/void-memory Enable AI agents to retain context and knowledge across sessions by...	22	Experimental	—	TypeScript
115	KyroDB/Vritti Stop your AI agent from repeating same mistake and learn from previous failures	22	Experimental	4	Python
116	sojournerdev/memd Local-first, deterministic context memory for AI coding agents. Index...	22	Experimental	—	Go
117	Percival-Labs/engram The AI Harness for Everyone — open-source personal AI infrastructure	22	Experimental	—	TypeScript
118	bburda/ai_memory_protocol Toy project for using Sphinx-needs to manage AI memories	22	Experimental	3	Python
119	valpet/cairn Prevents AI agent 'dementia' in long development sessions. Maintains...	22	Experimental	3	TypeScript
120	musecl/musecl-memory Portable persistence for AI agent memory, using git.	22	Experimental	3	Shell
121	nikira-studio/strata A sovereign, local-first memory architecture for AI agents. Features...	22	Experimental	—	—
122	keylimesoda/narrative-memory Psychologically-grounded memory architecture for stateless AI agents....	22	Experimental	—	—
123	1466094598lilye-byte/Memgraph Attention-routed conversation memory for LLMs.	22	Experimental	—	Python
124	Joncik91/hrr-memory-obs Observation layer for hrr-memory: temporal awareness, conflict detection,...	22	Experimental	—	JavaScript
125	hodlmateo/bitcoin-runes-ai-memory-poc Proof-of-concept: Bitcoin Runes as immutable on-chain memory anchor for AI...	22	Experimental	—	Jupyter Notebook
126	chenxi-lee/unified-memory-engine Enterprise-grade memory enhancement for CoPaw with AES-256 encryption and...	22	Experimental	—	Python
127	fcarucci/agentic-memory Agentic memory for the masses.	22	Experimental	—	Python
128	juanje/work-agentic-buddy A work companion that remembers everything you tell it. A self-organizing...	22	Experimental	—	Shell
129	NeoSkillFactory/memory-organizer Automatically organizes and categorizes memory data into structured sections...	22	Experimental	—	JavaScript
130	dorukardahan/noldo-memory Production-ready conversational memory system for AI agents — hybrid search,...	22	Experimental	—	Python
131	Mursaleen-khan1/Easy-agentic-memory-system-easy-memory- Enable any language model with permanent, searchable memory using a...	22	Experimental	—	Python
132	wjm2202/Parametric-Memory Cryptographically verifiable, Markov-predictive memory substrate for AI...	22	Experimental	—	TypeScript
133	MirrorDNA-Reflection-Protocol/SCD-Protocol Structured Contextual Distillation — compress AI memory without losing...	22	Experimental	—	Python
134	aymantaha-dev/MEMORAI Persistent AI memory server for storing, retrieving, and managing...	22	Experimental	—	Python
135	xxyml/multi-agent-memory-system A lightweight file-based memory system for AI and coding agents, with...	22	Experimental	—	PowerShell
136	memstate-ai/memstate-skill Memstate AI Skill — persistent, versioned memory for AI agents. Alternative...	22	Experimental	—	Python
137	lweiss01/holistic Your agents switch. Your repo remembers. Holistic gives your repo durable...	22	Experimental	—	TypeScript
138	dmego/codex-mem9 Mem9 skills and a Homebrew sync service for Codex-style agents.	22	Experimental	—	Rust
139	Zijian-Ni/agent-memory Human-like memory for AI agents — episodic, semantic, and procedural memory...	22	Experimental	—	Python
140	dwty11/pcis The still point of the turning model.	22	Experimental	—	Python
141	Ahmed-Mazh2r/AgentMind Enhance AI agents with metacognition and persistent memory to improve...	22	Experimental	—	—
142	RogelioKG/MemoryPilot A memory-powered AI agent with a live chatroom for conversational retrieval,...	21	Experimental	2	Vue
143	m3swizz/vibe-brain 🧠 Persistent project memory for AI coding agents. Your agent never forgets,...	21	Experimental	2	—
144	ulisesguras/agent-memory Cognitive memory layer for AI agents. MCP-native. Zero dependencies. An...	21	Experimental	—	Python
145	diegoperea20/agent-FastAPI-with-user-specific-memory Integrates the AI agent with user-specific memory, ensuring that each user...	20	Experimental	1	Python
146	krehlikszabolcs/evm-emotion-vector-memory Emotion Vector Memory (EVM) v2.1 — Model-agnostic identity continuity and...	20	Experimental	1	Python
147	lxgicstudios/engram 🧠 Persistent memory for AI agents. Scan logs, extract learnings via LLM,...	20	Experimental	1	TypeScript
148	arpitnath/blink-query DNS-inspired knowledge resolution layer for AI agents. Typed records, FTS5...	20	Experimental	1	TypeScript
149	thebrierfox/emergent-judgment A metacognitive skill for persistent AI agents — preserving the judgment...	20	Experimental	1	—
150	a4s-lab/Mneme A personal AI companion that continuously learns from you.	19	Experimental	—	Python
151	HengYpinn/agent-artifacts A plug‑in layer for AI agents: safe memory, reusable skills, and traceable decisions	19	Experimental	—	Python
152	timelabs-npo/rhea-memory Python memory layer — SQLite KV store, timeline, compact context generator....	19	Experimental	—	Python
153	ernham1/brain-cli Engram — Persistent long-term memory CLI for AI agents. Transactional...	19	Experimental	—	JavaScript
154	intent-solutions-io/lumera-agent-memory Hybrid memory system for coding agents: fast local SQLite search + encrypted...	19	Experimental	—	Python
155	garciaba79/openmemory-pipe An Open WebUI Filter Pipe for OpenMemory that automatically stores and...	19	Experimental	—	Python
156	Kidus-fu/MemoEthiopia 🧠 MemoEthiopia is an AI-powered note-taking app built with Django and React....	19	Experimental	8	TypeScript
157	ovitrac/memctl A Unix-native memory control plane for LLM orchestration. Zero dependencies,...	19	Experimental	—	Python
158	TianqiZhang/mem.net File-first memory infrastructure for AI agents, built with .NET 8 and Azure backends	19	Experimental	12	C#
159	codemaker1023/Memori SQL Native Memory Layer for LLMs, AI Agents & Multi-Agent Systems	19	Experimental	—	Python
160	GlitchInZen/graph_mem_browser A Phoenix LiveView application for browsing and managing AI agent memories...	19	Experimental	—	Elixir
161	Anuar-boop/ai-memory Persistent memory layer for AI agents — key-value store with fuzzy search,...	19	Experimental	—	JavaScript
162	wefilmshit/open-brain-template Visual brain map dashboard for AI memory systems. Built on Supabase +...	19	Experimental	11	HTML
163	thompson0012/project-afs The memory layer for agentic future	17	Experimental	3	Python
164	cpdata/meshmind MeshMind is a knowledge management system that uses LLMs and graph databases...	16	Experimental	1	Python
165	sefton37/cairn Your computer should understand you, not only the other way around; locally,...	16	Experimental	2	Python
166	rawcontext/reflex Episodic memory and semantic cache proxy for LLM APIs with ~40% token savings	15	Experimental	—	Rust
167	darrenaddy/optimize-ai-agent-memory 9 beginner-to-advanced memory optimization techniques for AI agents	15	Experimental	5	Python
168	paganini2008/ephemera Production-grade multi-tenant AI Agent memory backend built with FastAPI,...	15	Experimental	1	Python
169	brianmeyer/mollygraph Embedded local-first graph and vector memory for AI agents, with Ladybug...	15	Experimental	1	Python
170	phatware/recursive-consciousness Recursive Consciousness: Modeling Minds in Forgetful Systems	15	Experimental	7	Jupyter Notebook
171	sheeppattern/nete AI 에이전트용 제텔카스텐 메모리 관리 CLI — 원자적 노트, 양방향 연결(관계 타입+가중치), 프로젝트 범위 관리	14	Experimental	—	Go
172	roli-lpci/zer0lint AI memory extraction diagnostics. Find out why your AI agent forgets what...	14	Experimental	—	Python
173	SatishoBananamoto/engram Structured knowledge system — built by use, not by design	14	Experimental	—	Python
174	MukundaKatta/karna Karna — Your Loyal AI Agent Platform. Self-hosted personal AI assistant with...	14	Experimental	—	TypeScript
175	hiatamaworkshop/engram-docs Technical documentation for the engram AI agent immune system architecture	14	Experimental	—	—
176	popshhsx555/Memory-Palace Manage AI agents' long-term memory using a system that stores and recalls...	14	Experimental	—	—
177	ColorC/LiteGraph-MCP An Industrial-Grade, Zero-Infrastructure Knowledge Graph MCP Server for AI...	14	Experimental	—	Python
178	bestmark1/Agent-memory-skill Memory management for AI agents with Ebbinghaus forgetting curve, tiered...	14	Experimental	—	Python
179	LORD-ZYTHOZ/theorex AI-native memory for multi-agent systems. Concept web with decay, promotion,...	14	Experimental	—	TypeScript
180	NovasPlace/agent-atlas Give your AI agents the ability to remember. Forever.	14	Experimental	—	Python
181	Salakawy22/memoria 🗒️ Manage your clipboard effortlessly with Memoria, featuring cleanup,...	14	Experimental	—	Rust
182	Thurzas/Mnemo AI agent with local memory and document ingestion	14	Experimental	—	Python
183	ejsinfuego/memory-mcp local memory for AI agents	14	Experimental	—	Python
184	HanFromTokyoDrift/agent-mem 🧠 Enhance AI agents with long-term memory and self-evolution using this...	14	Experimental	—	Go
185	mandarenmanman/ack AI-powered Chrome bookmark knowledge graph extension \| D3.js force graph...	14	Experimental	—	JavaScript
186	CVPaul/mneme Three-layer memory architecture for AI coding agents. Persistent facts,...	13	Experimental	2	JavaScript
187	Intina47/orbit Memory for developers - Your agents forget everything. We fix that.	12	Experimental	1	Python
188	mango766/pieces-to-mem0 Pieces-to-Mem0 is a LLM-powered personal memory connector — auto-distills...	12	Experimental	1	Python
189	longevitycoach/StrunzKnowledge This project aims to create a comprehensive, searchable knowledge base from...	12	Experimental	1	Python
190	HyperIntellect/HyperMemo Your intelligent memory layer for the web	12	Experimental	1	TypeScript
191	jpgramajo/llm_db_memory Efficient Long Short Term Memory for LLMs	11	Experimental	—	Python
192	labeveryday/strands-memory-agent This is an agent that leverages Strands Agents and Mem0 with FAISS	11	Experimental	—	Python
193	robutsume/metacognition Self-reflective memory system for AI agents. Hebbian learning + graph...	11	Experimental	—	Python
194	srdjan/memdb memdb is a world-model database for long-term memory: it stores immutable...	11	Experimental	—	TypeScript
195	srdjan/memdb-lite Educational, lightweight implementation of the AI Agent long term memory	11	Experimental	—	TypeScript
196	nbursa/inception-core Local memory server for cognitive AI agents, supporting STM/LTM storage,...	11	Experimental	—	Rust
197	nolan-archie/Mem An intelligent virtual companion that adapts, remembers, and evolves with...	11	Experimental	5	Python
198	penfieldlabs/penfield-mcp 🧠 Persistent memory for AI Agents. Free trial → https://portal.penfield.app/sign-up	11	Experimental	—	—
199	leshchenko1979/business-memory-rules A set of rules for AI IDE agents to keep structured memory about any business	10	Experimental	3	—
200	Infinities-pro/Infinities An AI-native database designed for LLM applications, offering lightning-fast...	10	Experimental	1	C++

Comparisons in this category

MemMachine and memv (65 vs 39)