MAMA - Memory-Augmented MCP Assistant

Version 1.5.0 | Mobile Chat & Graph Viewer

MAMA tracks how your decisions evolve. Instead of just remembering what you chose, it remembers why you chose it, what you tried before, and what didn't work. Decisions connect through explicit relationships—building on prior work, debating alternatives, or synthesizing multiple approaches.

What is MAMA?

An always-on companion for Claude Code and Claude Desktop that remembers decision evolution. When you make architectural choices, try different approaches, or learn from failures, MAMA stores this context and surfaces it when relevant.

The killer feature: Session continuity. End your day with /mama-checkpoint, resume tomorrow with /mama-resume - and pick up exactly where you left off with full context.

Why MAMA?

"Reasoning Graph" over Knowledge Graph.

Modern vector databases and knowledge graphs often create information overload, burying key insights under thousands of irrelevant links. MAMA takes a different approach:

Narrative-First: We store why you did something (Reasoning), not just what you did (Code).
Evolutionary: We track how decisions supersede each other over time.
Collaborative: Decisions explicitly reference each other—building on, debating, or synthesizing prior work.
Agent-Centric: Optimized for how LLMs actually retrieve and use information, not for theoretical graph completeness.

We prioritize Retrieval Usability. If an LLM can't easily find and understand the context, the data is useless.

Installation

Claude Code

Quick Start (2 steps):

# Step 1: Add MAMA marketplace (one-time setup)
/plugin marketplace add jungjaehoon-lifegamez/claude-plugins

# Step 2: Install MAMA plugin
/plugin install mama

Note: Claude Code uses decentralized marketplaces. You need to add the MAMA marketplace once, then you can install and update the plugin anytime.

First use of /mama-save downloads the MCP server automatically (~50MB for embedding model).

Claude Desktop

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "mama": {
      "command": "npx",
      "args": ["-y", "@jungjaehoon/mama-server"]
    }
  }
}

Other MCP Clients

MAMA works with any MCP-compatible client. Below are verified configurations:

Codex

Add to ~/.codex/config.toml:

[mcp_servers.mama]
  command = "npx"
  args = ["-y", "@jungjaehoon/mama-server"]
  disabled = false
  disabled_tools = []

Antigravity IDE (Gemini)

Add to ~/.gemini/antigravity/mcp_config.json:

{
  "mcpServers": {
    "mama": {
      "command": "npx",
      "args": ["-y", "@jungjaehoon/mama-server"],
      "disabled": false,
      "disabledTools": []
    }
  }
}

Note: All MCP clients share the same database at ~/.claude/mama-memory.db, so decisions are available across all your IDEs.

Prerequisites

Node.js >= 18.0.0 (20+ recommended)
500MB free disk space for embedding model cache
SQLite support (included on most systems)

Configuration

MAMA server requires environment variables for security and configuration.

Copy .env.example to .env in your project root:
```
cp .env.example .env
```

Edit .env with your settings:

# Security Token (Required)
MAMA_SERVER_TOKEN=your_secure_token_here

# Database Path (Optional, default: ./mama.db)
MAMA_DB_PATH=./mama.db

# Server Port (Optional, default: 3000)
MAMA_SERVER_PORT=3000

💡 Session Continuity - Never Lose Your Context

End your coding session. Pick up exactly where you left off.

# End of day - save your session state
/mama-checkpoint

# Next morning - resume with full context
/mama-resume

What you get:

🔄 Resuming Session (from yesterday, 6:30 PM)

📝 Session Summary:
Refactoring authentication module. Switched from session-based to JWT.
Token refresh working, but need to add expiration validation.

📂 Relevant Files:
- src/auth/jwt-handler.ts
- src/middleware/auth.ts
- tests/auth.test.ts

👉 Next Steps:
1. Add token expiration validation
2. Update tests for new JWT flow
3. Document API changes in README

Ready to continue where you left off!

This is MAMA's killer feature - you never lose context between sessions.

Quick Start

After installation:

# Save a decision
/mama-save topic="auth_strategy" decision="JWT with refresh tokens" reasoning="Need stateless auth for API scaling"

# Search for related decisions
/mama-suggest "How should I handle authentication?"

# View decision history
/mama-recall auth_strategy

# List all decisions
/mama-list

Available Commands

Command	Purpose
`/mama-save`	Save decision with reasoning and confidence
`/mama-recall <topic>`	View full evolution history for a topic
`/mama-suggest <query>`	Semantic search across all decisions
`/mama-list`	Browse recent decisions chronologically
`/mama-checkpoint <summary>`	Save current session state for later resumption
`/mama-resume`	Load last checkpoint and restore context
`/mama-configure`	View/modify settings and tier status

MCP Tool Catalog (v1.3.0)

Design principle: LLM can infer decision evolution from time-ordered search results. Fewer tools = more LLM flexibility.

Tool	Description	Key Parameters
`save`	Save decision or checkpoint	`type` ('decision' or 'checkpoint'), then type-specific fields
`search`	Semantic search or list recent	`query` (optional), `type` ('all', 'decision', 'checkpoint'), `limit`
`update`	Update decision outcome	`id`, `outcome` (case-insensitive: success/failed/partial), `reason`
`load_checkpoint`	Resume previous session	(none)

Edge Types (v1.3)

Decisions connect through relationships. When saving, include references in your reasoning:

Edge Type	Pattern in Reasoning	Meaning
`supersedes`	(automatic for same topic)	Newer version replaces older
`builds_on`	`builds_on: decision_xxx`	Extends prior work
`debates`	`debates: decision_xxx`	Presents alternative view
`synthesizes`	`synthesizes: [decision_a, decision_b]`	Merges multiple approaches

Multi-Agent Collaboration

Edge types enable tracking decisions across multiple LLM sessions or agents. When different agents have conflicting opinions, the pattern is:

Agent A saves initial decision (topic: protocol_design)
Agent B disagrees → saves with debates: decision_xxx in reasoning
Agent C reconciles → saves with synthesizes: [id_a, id_b]
Future agents see the full evolution chain and understand the final consensus

This was used internally during v1.3 development where multiple LLMs debated the AX Supersede Protocol design.

save Tool

{
  "type": "decision",
  "topic": "auth_strategy",
  "decision": "Use JWT with refresh tokens",
  "reasoning": "Need stateless auth for API scaling",
  "confidence": 0.8
}

{
  "type": "checkpoint",
  "summary": "Refactoring auth module. JWT working, need expiration validation.",
  "next_steps": "1. Add expiration check\n2. Update tests",
  "open_files": ["src/auth/jwt.ts", "tests/auth.test.ts"]
}

search Tool

{ "query": "authentication", "limit": 5 }

Without query, returns recent items sorted by time (like a list command).

How It Works

MAMA uses a two-package architecture with a shared HTTP embedding server:

┌─────────────────────────────────────────────────┐
│              Local Machine                       │
├─────────────────────────────────────────────────┤
│  Claude Code  Claude Desktop  Cursor  Aider     │
│       │            │            │       │        │
│       └────┬───────┴────┬───────┴───┬───┘        │
│            │            │           │            │
│     ┌──────▼────────────▼───────────▼──────┐    │
│     │  HTTP Embedding Server (port 3847)   │    │
│     │  Model stays loaded in memory        │    │
│     └──────────────────────────────────────┘    │
│                      │                           │
│     ┌────────────────▼────────────────┐         │
│     │  MCP Server (stdio)             │         │
│     │  SQLite + sqlite-vec            │         │
│     └────────────────▼────────────────┘         │
│     ┌────────────────▼────────────────┐         │
│     │  mama-memory.db (shared DB)     │         │
│     └─────────────────────────────────┘         │
└─────────────────────────────────────────────────┘

MCP Server (@jungjaehoon/mama-server)

Published as an independent npm package. Handles SQLite database, vector embeddings, and runs an HTTP embedding server on 127.0.0.1:3847. Shared across Claude Code, Claude Desktop, and any MCP client on the same machine.

HTTP Embedding Server

The MCP server starts an HTTP embedding API that keeps the model loaded in memory:

Port: 3847 (localhost only for security)
Endpoints: /health, /embed, /embed/batch
Benefit: ~150ms hook latency (vs 2-9 seconds without it)

Any local LLM client can use this shared embedding service.

Claude Code Plugin (mama)

Lightweight markdown-based plugin. Provides /mama-* commands and hooks. Hooks use the HTTP embedding server for fast context injection.

This separation means one database works across all your Claude environments, and the MCP server updates independently from the plugin.

Key Features

Session Continuity (💡 Killer Feature) Save your session state before closing Claude. Resume next time with full context: what you were working on, relevant files, and exact next steps. Never lose your flow between sessions.

Decision Evolution Tracking See how your thinking changed over time, from initial attempts to final solutions.

Semantic Search Natural language queries find relevant decisions even if exact keywords don't match.

Automatic Context Relevant past decisions surface automatically when you're working on similar problems.

Local-First All data stored on your device. No network calls, no external dependencies.

Multilingual Support Queries work across different languages using multilingual embeddings.

Tier Transparency System always shows what's working. Degraded mode still functions, just without vector search.

🔍 Graph Viewer (New in v1.4)

Visualize how your decisions connect and evolve over time.

Access: http://localhost:3847/viewer (when MCP server is running)

Features:

Interactive network graph with physics simulation
Click nodes to see 3-depth connected relationships
Checkpoint sidebar - Always-visible timeline of session checkpoints
Draggable detail panel - Move the decision panel anywhere on screen
Legend panel showing edge types and node size meanings
Filter by topic, view full decision details
Update outcomes directly from the viewer

The viewer runs on the existing HTTP embedding server—no additional setup required.

Tip: Use MAMA_HTTP_PORT environment variable to change the port (default: 3847).

📱 MAMA Mobile (New in v1.5)

Connect to MAMA and chat with Claude Code from anywhere - your phone, tablet, or any device. Access your Claude Code sessions remotely through a mobile-optimized web interface with voice input and TTS.

Whether you're on the couch, commuting, or traveling, stay connected to your development workflow with real-time access to Claude Code.

⚠️ Requirements

Feature	Claude Code Plugin	Claude Desktop (MCP)
MCP Tools (/mama-save, etc.)	✅	✅
Graph Viewer	✅	✅
Mobile Chat	✅	❌

Mobile Chat requires Claude Code CLI:

Uses claude command as subprocess
Not available in Claude Desktop (MCP-only)
Automatically enabled when using Claude Code plugin

Starting the HTTP Server

cd packages/mcp-server
node start-http-server.js

The server will start on http://localhost:3847 with:

Graph Viewer: http://localhost:3847/viewer (Memory tab)
Mobile Chat: http://localhost:3847/viewer (Chat tab)

Features:

Real-time chat with Claude Code sessions via WebSocket
Voice input (Web Speech API, Korean optimized)
Text-to-speech with adjustable speed (1.8x default for Korean)
Hands-free mode - Auto-listen after TTS completes
Long press to copy messages (750ms)
PWA support - Install as a mobile app with offline capability
Slash commands - /save, /search, /checkpoint, /resume, /help
Auto-checkpoint - 5-minute idle auto-save with session resume
Session resume - Auto-detect resumable sessions with banner UI
MCP tool display - See real-time tool execution (Read, Write, Bash, etc.)
44px touch targets - Mobile-optimized button sizing

External Access Setup

⚠️ CRITICAL: External access gives attackers full control of your computer via Claude Code.

Choose based on use case:

🌟 Production Use: Cloudflare Zero Trust (RECOMMENDED)

Best for: Real deployment, long-term use, maximum security

# 1. Install cloudflared
# Download: https://developers.cloudflare.com/cloudflare-one/connections/connect-networks/downloads/

# 2. Create tunnel
cloudflared tunnel login
cloudflared tunnel create mama-mobile

# 3. Configure Zero Trust access (your Google email only)
# Cloudflare Dashboard → Zero Trust → Access → Applications
# Full setup: See docs/guides/security.md

# 4. Start tunnel
cloudflared tunnel run mama-mobile

What you get:

✅ Google/GitHub account authentication
✅ 2FA automatically enforced
✅ Only your email can access
✅ FREE for personal use

📖 Full Guide: Security Guide - Cloudflare Zero Trust

⚠️ Testing Only: Quick Tunnel + Token

Use ONLY for: Temporary testing (minutes/hours)

# 1. Set token
export MAMA_AUTH_TOKEN="$(openssl rand -base64 32)"

# 2. Start Quick Tunnel
cloudflared tunnel --url http://localhost:3847

# 3. Access with token
# https://xxx.trycloudflare.com/viewer?token=YOUR_TOKEN

DO NOT use for production - Token alone is weak security

Testing Connection: Chat tab → Globe icon → Test Connection

🔒 Security

IMPORTANT: MAMA is designed for localhost use only by default. External access via tunnels introduces security risks.

Default Security Posture

✅ Secure by default:

HTTP server binds to 127.0.0.1 only (localhost)
No external access without tunnels
No authentication needed for local use
Features can be disabled via environment variables

External Access Risks

⚠️ CRITICAL: When using tunnels, an attacker can take complete control of your computer:

What they can access:

🔓 Chat with Claude Code (send any prompt)
🔓 Read ANY file on your computer
🔓 Write ANY file on your computer
🔓 Execute ANY command (install backdoors, steal data)
🔓 Your decision database
🔓 API keys, SSH keys, passwords

This is not just data theft - it's full system compromise.

Recommended: Cloudflare Zero Trust

For production use, ALWAYS use Cloudflare Zero Trust:

✅ Benefits:

Only your Google/GitHub account can access
2FA automatically enforced
No token management needed
FREE for personal use
Enterprise-grade security

# Quick setup (15 minutes)
cloudflared tunnel login
cloudflared tunnel create mama-mobile

# Configure access (Cloudflare Dashboard)
# Zero Trust → Access → Applications
# Add your Google email to allow list

# Start tunnel
cloudflared tunnel run mama-mobile

📖 Full Guide: Cloudflare Zero Trust Setup

Alternative: Token Authentication (Testing Only)

⚠️ Use ONLY for temporary testing (minutes/hours)

# Generate token
export MAMA_AUTH_TOKEN="$(openssl rand -base64 32)"

# Access with token
https://your-tunnel-url/viewer?token=YOUR_TOKEN

DO NOT use for production - Token alone is weak security

Configuration

Easy Way: Use /mama-configure command (Claude Code only)

# View current settings
/mama-configure

# Disable features
/mama-configure --disable-http              # Disable all web features
/mama-configure --disable-websocket         # Disable Mobile Chat only
/mama-configure --enable-all                # Enable everything

# Set authentication token
/mama-configure --generate-token            # Generate random token
/mama-configure --set-auth-token=abc123     # Set specific token

After configuration changes, restart Claude Code for changes to take effect.

Manual Way: Edit plugin configuration

For Claude Code, edit ~/.claude/plugins/repos/mama/.claude-plugin/plugin.json:

{
  "mcpServers": {
    "mama": {
      "env": {
        "MAMA_DISABLE_HTTP_SERVER": "true",
        "MAMA_DISABLE_WEBSOCKET": "true",
        "MAMA_AUTH_TOKEN": "your-token-here"
      }
    }
  }
}

For Claude Desktop, edit claude_desktop_config.json:

{
  "mcpServers": {
    "mama": {
      "command": "npx",
      "args": ["-y", "@jungjaehoon/mama-server"],
      "env": {
        "MAMA_DISABLE_HTTP_SERVER": "true"
      }
    }
  }
}

Security Warnings

MAMA will warn you when external access is detected:

⚠️  ========================================
⚠️  SECURITY WARNING: External access detected!
⚠️  ========================================
⚠️
⚠️  Your MAMA server is being accessed from outside localhost.
⚠️  ❌ CRITICAL: MAMA_AUTH_TOKEN is NOT set!
⚠️  Anyone with your tunnel URL can access your local machine.

📖 Read the Security Guide for detailed information.

Project Structure

This is a monorepo containing two packages:

MAMA/
├── packages/
│   ├── mcp-server/          # @jungjaehoon/mama-server (npm)
│   │   ├── src/             # Server implementation
│   │   └── tests/           # Server tests
│   │
│   └── claude-code-plugin/  # mama (marketplace)
│       ├── commands/        # Slash commands
│       ├── hooks/           # Auto-context injection
│       ├── skills/          # Background skills
│       └── tests/           # Plugin tests
│
└── docs/                    # Documentation

Development

Setup

git clone https://github.com/jungjaehoon-lifegamez/MAMA.git
cd MAMA
pnpm install
pnpm test

Running Tests

# All tests
pnpm test

# MCP server only
cd packages/mcp-server && pnpm test

# Plugin only
cd packages/claude-code-plugin && pnpm test

Local Testing

Link the plugin for local development:

cd packages/claude-code-plugin
ln -s $(pwd) ~/.claude/plugins/repos/mama

Test the MCP server standalone:

cd packages/mcp-server
npm start  # Runs in stdio mode

Documentation

User Guides

Getting Started - 10-minute quickstart
Installation - Complete setup guide
Commands Reference - All available commands
Troubleshooting - Common issues
Deployment Guide - pnpm workspace deployment
Migration Guide (v0→v1.1) - Upgrade from v0

Developer Docs

Developer Playbook - Architecture overview
Contributing Guide - How to contribute
Testing Guide - Test suite documentation

Full Documentation Index

Testing

134 tests, 100% pass rate:

62 unit tests (core logic)
39 integration tests (hooks, workflows)
33 regression tests (bug prevention)

pnpm test               # Run all tests
pnpm test -- --coverage # With coverage report

Contributing

Contributions welcome. See Contributing Guide for code standards, pull request process, and testing requirements.

License

MIT - see LICENSE for details

Acknowledgments

MAMA was inspired by the excellent work of mem0 (Apache 2.0). While MAMA is a distinct implementation focused on local-first SQLite/MCP architecture for Claude, we appreciate their pioneering work in LLM memory management.

Links

Author: SpineLift Team Last Updated: 2025-11-29

Name		Name	Last commit message	Last commit date
Latest commit History 86 Commits
.claude-plugin		.claude-plugin
.husky		.husky
docs		docs
packages		packages
scripts		scripts
.env.example		.env.example
.eslintrc.json		.eslintrc.json
.git-blame-ignore-revs		.git-blame-ignore-revs
.gitignore		.gitignore
.mcp.json		.mcp.json
.npmrc		.npmrc
.prettierignore		.prettierignore
.prettierrc		.prettierrc
CHANGELOG.md		CHANGELOG.md
CLAUDE.md		CLAUDE.md
README.md		README.md
package.json		package.json
pnpm-lock.yaml		pnpm-lock.yaml
pnpm-workspace.yaml		pnpm-workspace.yaml
vitest.config.js		vitest.config.js

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MAMA - Memory-Augmented MCP Assistant

What is MAMA?

Why MAMA?

Installation

Claude Code

Claude Desktop

Other MCP Clients

Codex

Antigravity IDE (Gemini)

Prerequisites

Configuration

💡 Session Continuity - Never Lose Your Context

Quick Start

Available Commands

MCP Tool Catalog (v1.3.0)

Edge Types (v1.3)

Multi-Agent Collaboration

save Tool

search Tool

How It Works

MCP Server (@jungjaehoon/mama-server)

HTTP Embedding Server

Claude Code Plugin (mama)

Key Features

🔍 Graph Viewer (New in v1.4)

📱 MAMA Mobile (New in v1.5)

⚠️ Requirements

Starting the HTTP Server

External Access Setup

🌟 Production Use: Cloudflare Zero Trust (RECOMMENDED)

⚠️ Testing Only: Quick Tunnel + Token

🔒 Security

Default Security Posture

External Access Risks

Recommended: Cloudflare Zero Trust

Alternative: Token Authentication (Testing Only)

Configuration

Security Warnings

Project Structure

Development

Setup

Running Tests

Local Testing

Documentation

User Guides

Developer Docs

Testing

Contributing

License

Acknowledgments

Links

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