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 13 ai agent memory systems tools tracked. The highest-rated is vibhanshu2001/memcloud at 39/100 with 12 stars.
Get all 13 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=llm-tools&subcategory=ai-agent-memory-systems&limit=20"
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| # | Tool | Score | Tier |
|---|---|---|---|
| 1 |
vibhanshu2001/memcloud
MemCloud is a distributed in-memory data store written in Rust. It allows... |
|
Emerging |
| 2 |
qntx/meme
Long term memory for AI agents. |
|
Experimental |
| 3 |
hbcaspa/projectSoul
Give your AI a soul. File-based consciousness with memory, heartbeat,... |
|
Experimental |
| 4 |
Colin4k1024/Aetheris-MemOS
Aetheris MemOS — The Memory Operating System for AI Agents. Adaptive,... |
|
Experimental |
| 5 |
agentralabs/agentic-aegis
Streaming validation engine for AI agents — real-time code validation during... |
|
Experimental |
| 6 |
agentralabs/agentic-evolve
Pattern library engine for AI agents — crystallizes verified code patterns... |
|
Experimental |
| 7 |
daverage/tinyMem
Local, project-scoped memory system for LLMs with evidence-based truth... |
|
Experimental |
| 8 |
laygonexe/llmrmgcore
🧠 Enhance AI memory with a Rust-based graph core for safe, debuggable, and... |
|
Experimental |
| 9 |
gary322/agentic-auth
Agentic Auth: untrusted LLM agent auth boundary (MCP gateway + daemon),... |
|
Experimental |
| 10 |
TelivANT/memoryos-rust
Production AI Memory OS: <10ms FAQ, 90% cost savings via smart routing,... |
|
Experimental |
| 11 |
YoKONCy/PEDSA-ST
PEDSA记忆引擎的酒馆插件版 |
|
Experimental |
| 12 |
moicsm/Android-Mem-Kit
🛠️ Enhance your Android tools with Rust's safety through `android-mem-kit`,... |
|
Experimental |
| 13 |
Nidelon/st-memory-enhancement
SillyTavern Tavern Long-Term Memory Enhancement Plugin |
|
Experimental |