MAMA OS - Your AI's Long-Term Memory

What is MAMA?

😵

Traditional AI

Forgets everything when session ends

No conversation history
Decisions forgotten
Explain from scratch every time

🧠

MAMA

Remembers decisions, tracks evolution, works 24/7

Discord/Slack/Telegram integration
Decision graph visualization
Semantic search support

See MAMA in Action

Beautiful, intuitive interface across all your devices

💬 AI Chat

Natural conversations with context-aware responses

📊 Dashboard

Monitor memory stats, gateways, and tools at a glance

🧠 Memory Graph

Visualize decision evolution and connections

🧪 Skill Lab

Create, verify, and publish skills with step-by-step wizard

⚡ Cron Workflow Lab

Node-based DAG editor for cron-triggered workflows

🌊 Wave Visualizer

Multi-Agent task execution flow visualizer with Live mode

⚙️ Settings

Easy gateway and agent configuration

Multi-Agent System

Conductor orchestrates specialized agents across Discord, Slack, and Telegram

🤖

Single Agent

One AI handles everything alone

One persona, one skill set
No task specialization
Limited autonomy

🎼

Multi-Agent

Conductor orchestrates a team of specialists

4 modes: Delegation, Workflows, Council, UltraWork
3-tier permissions (lead / advisory / scoped)
Mixed backends (Claude + Codex)

User message → Orchestrator → Routing
                                │
                ┌───────────────┼───────────────┐
                ▼               ▼               ▼
         🎼 Conductor     🔧 Developer     📝 Reviewer
          (Tier 1)          (Tier 2)         (Tier 3)
        Orchestrates      Implements        Reviews

Coordination Modes:
  Delegation  → DELEGATE::{agent}::{task} with depth-1 safety
  Workflows   → Conductor generates DAG of ephemeral agents
  Council     → Named agents discuss in multi-round debate
  UltraWork   → 3-Phase: Plan → Build → Retrospective

Choose Your Package

Recommended

🚀

mama-os

Standalone Agent

Discord, Slack, Telegram bots
Web dashboard
Mobile voice chat
Skill Forge
Cron scheduler

            npm i -g @jungjaehoon/mama-os
mama init && mama start
          

🔌

mama-server

MCP Server

4 MCP tools
Semantic search
Decision graph
Claude Desktop support

npx @jungjaehoon/mama-server

⚡

Claude Code Plugin

Auto-Context

/mama-* slash commands
Auto context injection
Hook system

/plugin install mama

Key Features

💬

Gateway Integrations

Chat with AI anywhere via Discord, Slack, Telegram bots

📱

Mobile Chat

Voice input with Web Speech API. Hands-free mode supported.

🌳

Decision Evolution

Track how decisions evolve. See what succeeded and failed.

🔍

Semantic Search

Search related decisions in natural language. Multi-lingual support.

🛠️

Skill Forge

Create custom skills with 3 AI agents.

🧪

Playgrounds

Interactive Skill Lab, Cron Workflow Lab, and Wave Visualizer — all in-dashboard.

⏰

Cron Scheduler

Automated task scheduling. Daily briefings, weekly reports.

🎼

Multi-Agent System

Conductor orchestrates agents via delegation, workflows, council debates, and UltraWork.

Documentation

🚀

Quick Start

Get up and running in minutes

📦

Installation Guide

Detailed setup instructions

🔧

MCP Tools Reference

Complete API documentation

💬

Discord Bot Setup

Connect your Discord server

🏗️

Architecture

System design overview

📋

Changelog

What's new in each release

Quick Install

1

Authenticate Claude CLI

claude

2

Install MAMA

npm install -g @jungjaehoon/mama-os

3

Start!

mama init && mama start

Dashboard: http://localhost:3847

Ready to run your AI 24/7?

Get started in under 10 minutes!

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