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multi-agent-memory
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multi-agent-memory

Active·★ 64·MIT·Updated 2026-10-22

Multi-Agent Memory is a cross-machine, cross-agent persistent memory system for AI agents. It provides a shared brain that works across machines, tools, and frameworks, allowing agents to store and recall facts, events, statuses, and decisions. Features include typed memory, entity extraction, LLM consolidation, credential scrubbing, and agent isolation.

#claude#cursor#deduplication#embedded#mcp#mcp-server
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$ Install
$ git clone https://github.com/ZenSystemAI/multi-agent-memory.git && cd multi-agent-memory && cp .env.example .env && docker compose up -d
↗ Visit site★ GitHub
01

Features

01Typed memory with mutation semantics (event, fact, status, decision)
02Entity extraction and linking with fast and smart paths
03Credential scrubbing before storage
04Agent isolation and API gatekeeping
05Session briefings for catching up on changes
02

Compatibility

Node.js
Node 20+
Verified via docs
Docker
Docker Ready
Verified via docs
MCP
MCP Compatible
Verified via docs
Qdrant
Native Vector DB
Verified via docs
SQLite
Default Structured Store
Verified via docs
PostgreSQL
Production Structured Store
Verified via docs
03

Quick start

1
$ git clone https://github.com/ZenSystemAI/multi-agent-memory.git
2
$ cd multi-agent-memory
3
$ cp .env.example .env
4
$ docker compose up -d
04

Use cases

↳Sharing context between multiple AI agents (e.g., Claude Code, OpenClaw, n8n) across different machines
↳Persisting knowledge across sessions for autonomous agents
↳Centralized memory for multi-agent workflows and automation
05

Alternatives

⚡Top VS:
VSZengram★64→VShmem★24→VSits-over-9k★0→

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On this page
01Features02Compatibility03Quick start04Use cases05Alternatives
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ZenSystemAI /
multi-agent-memory
↗

A Multi Agent Memory MCP That Connect Agents Across Systems and Machines

64MIT
Last commit1d ago
StatusActive
CategoryMemory & Context
Links
Documentation↗Discussion↗Issues↗Releases↗
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