AI Agent Memory Systems LLM Tools

Memory infrastructure and storage layers purpose-built for AI agents, including vector/graph/relational backends, distributed in-memory stores, and cognitive recall systems. Does NOT include general databases, caching layers, or memory management for non-agent applications.

There are 25 ai agent memory systems tools tracked. The highest-rated is vibhanshu2001/memcloud at 37/100 with 12 stars and 10 monthly downloads.

Get all 25 projects as JSON

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#	Tool	Score	Tier	Stars	Language
1	vibhanshu2001/memcloud MemCloud is a distributed in-memory data store written in Rust. It allows...	37	Emerging	12	TypeScript
2	dhawalc/cortex-mem AOMS — Always-On Memory Service. Persistent 4-tier memory for AI agents with...	35	Emerging	1	Python
3	qntx/meme Long term memory for AI agents.	27	Experimental	1	Rust
4	agentralabs/agentic-cognition Longitudinal user modeling — living models of human consciousness for AI agents	26	Experimental	1	Rust
5	hbcaspa/projectSoul Give your AI a soul. File-based consciousness with memory, heartbeat,...	25	Experimental	3	JavaScript
6	zvwgvx/polyverse-agent A state-based autonomous agent framework. Crafting digital entities with...	25	Experimental	3	Rust
7	agentralabs/agentic-veritas Intent compilation and uncertainty detection for AI agents — truth...	23	Experimental	1	Rust
8	agentralabs/agentic-evolve Pattern library engine for AI agents — crystallizes verified code patterns...	23	Experimental	1	Rust
9	agentralabs/agentic-aegis Streaming validation engine for AI agents — real-time code validation during...	23	Experimental	1	Rust
10	Syahirkafa/memcloud ☁️ Harness nearby devices to create a distributed in-memory data store,...	23	Experimental	1	TypeScript
11	K2-BoundaryArchitect/Reflex-Motor-DB A deterministic reflex memory layer for stabilizing LLM execution.	22	Experimental	—	—
12	arieledesess/fastmem ⚡ Boost memory and string operations with fastmem, a high-performance x86_64...	22	Experimental	—	Assembly
13	Dezz05/AuraSDK Enable fast, local memory recall for AI agents using a lightweight,...	22	Experimental	—	Rust
14	laygonexe/llmrmgcore 🧠 Enhance AI memory with a Rust-based graph core for safe, debuggable, and...	22	Experimental	—	Rust
15	Colin4k1024/Aetheris-MemOS Aetheris MemOS — The Memory Operating System for AI Agents. Adaptive,...	22	Experimental	—	Rust
16	rita-aga/umi Memory for AI agents - entity extraction, dual retrieval, and evolution tracking	22	Experimental	3	Rust
17	Colin4k1024/adaptive-memory-system Rust-based MemOS-compatible memory kernel with unified...	22	Experimental	—	Rust
18	daverage/tinyMem Local, project-scoped memory system for LLMs with evidence-based truth...	19	Experimental	—	Go
19	smafjal/neomemx Neomemx is a high-performance, multi-tenant memory layer for AI agents build...	19	Experimental	2	Rust
20	EvezArt/metarom MetaROM — emulator core runtime (.mrom package format). Arcade carts,...	19	Experimental	—	Rust
21	TelivANT/memoryos-rust Production AI Memory OS: <10ms FAQ, 90% cost savings via smart routing,...	19	Experimental	—	Rust
22	gary322/agentic-auth Agentic Auth: untrusted LLM agent auth boundary (MCP gateway + daemon),...	19	Experimental	—	Rust
23	diegopacheco/multi-agent-verse multi-agent-verse: It's a self-contained system that spawn cli agents like:...	19	Experimental	—	Rust
24	YoKONCy/PEDSA-ST PEDSA记忆引擎的酒馆插件版	15	Experimental	1	JavaScript
25	moicsm/Android-Mem-Kit 🛠️ Enhance your Android tools with Rust's safety through `android-mem-kit`,...	14	Experimental	—	HTML