Agent Memory Architectures AI Agents

There are 16 agent memory architectures agents tracked. The highest-rated is cortex-tms/cortex-tms at 42/100 with 170 stars.

Get all 16 projects as JSON

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

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# Agent Score Tier
1 cortex-tms/cortex-tms

The Universal AI-Optimized Project Boilerplate. A Tiered Memory System (TMS)...

42
Emerging
2 y3zai/memio

Unified memory gateway for AI agents

37
Emerging
3 default-anton/pi-subdir-context

Automatically load AGENTS.md context from subdirectories in pi coding agent

34
Emerging
4 cerebralos-org/cerebralos

The Layer of Subconsciousness for AI Agents. Built to forget. Designed to dream.

32
Emerging
5 pinexai/agent-memory

Production-ready persistent memory for AI agents. Works with LangChain,...

28
Experimental
6 tashfeenahmed/scallopbot

Bio-inspired cognitive architecture for personal AI agents. Memory...

25
Experimental
7 voardwalker-code/NekoCore-OS

Cognitive architecture for persistent AI identity — episodic memory,...

25
Experimental
8 thinkbigcd/agent-state-manager

memory and state management for ai agents

24
Experimental
9 mcp-tool-shop-org/deltamind

Active context compaction for AI agents — typed deltas, structured state,...

22
Experimental
10 Auctalis/nocturnusai

Verified knowledge for AI agents. Store facts, define rules, and ask...

22
Experimental
11 prophetadmin/MetaDictum

Filesystem-authoritative framework for multi-session AI-assisted project execution.

22
Experimental
12 autonomous-toaster/voidm-pi-extension

pi-coding-agent extension for voidm — persistent memory for LLM agents

22
Experimental
13 solishq/limen

Cognitive Operating System — deterministic infrastructure hosting stochastic...

22
Experimental
14 yashveerlabs/agent-memory

Pluggable short and long-term memory for AI agents. SQLite, file, and...

22
Experimental
15 LUCKYZUNI/agent-memory-guide

Build and manage persistent memory for AI agents by enhancing workspace...

14
Experimental
16 bilay314/mneme

Enable AI coding agents to retain long-term knowledge, task progress, and...

14
Experimental