io.github.helinakdogan/agent-magnet

Official

by helinakdogan · Python

Behavioral memory layer for AI tools. Learns preferences and context across Claude, Cursor, Codex.

io.github.helinakdogan/agent-magnet MCP Server

This MCP server provides a behavioral memory layer for AI tools. It learns preferences and context over time, addressing the issue where an AI forgets project details across new sessions. The server is described as sharing one memory across Claude, Cursor, and Codex.

🛠️ Key Features

Learns automatically as you work (“no remember this required”)
Shares one memory across Claude, Cursor, and Codex
Supports forgetting or marking items as done

🚀 Use Cases

Persisting project context across new sessions
Maintaining consistent preferences while using multiple AI tools
Marking completed information to avoid reusing it

⚡ Developer Benefits

Cross-tool memory via a single shared memory layer
Focus on context retention without manual memory commands

⚠️ Limitations

Source data does not specify toolCount, supported platforms, configuration options, or memory storage details.

Topics

agentic-aiaiai-agentai-agentsai-gatewayllmllm-memoryllm-toolsopenaipersonalizationpythonrag-alternativeself-hosteduser-memory

README.md2 KBView on GitHub

Agent Magnet

PyPI

Your AI forgets your project every new session. This fixes that.

What it does

Learns automatically as you work — no "remember this" required
Shares one memory across Claude, Cursor, and Codex
Lets you forget or mark things done — memory doesn't just pile up

Quick start

bash

pip install agent-magnet
agent-magnet init

That's the whole install. No Redis, no keys, local by default.

What it remembers

Decisions, conventions, watch-outs, failed attempts, goals, preferences, and actions taken — one memory, sorted automatically.

Team memory

Shared memory for a team — one person's decision becomes everyone's context. Requires a paid Agent Magnet key from agentmagnet.app.

Works everywhere

Claude, Cursor, Codex — same memory, local by default. agent-magnet init detects and configures Claude Code, Claude Desktop, and Cursor for you.

Manual MCP config (Codex, or any other MCP client)

json

{
  "mcpServers": {
    "agent-magnet": {
      "command": "agent-magnet-mcp",
      "env": { "MAGNET_USER_ID": "your_name" }
    }
  }
}

MIT licensed. Contribute — and a ⭐ if this saved your context window.

Install

Configuration

Environment variables

MAGNET_USER_IDrequired

Your identifier used as the memory key across all tools

MAGNET_OPENAI_KEY

OpenAI API key for the reflector and classifier models

MAGNET_LOCAL_MODE

Set to 1 to use local SQLite storage — no Redis or external services needed

MAGNET_REDIS_URL

Redis connection URL for persistent shared storage (overrides local mode)

MAGNET_PROJECT_ID

Namespace for memory isolation across projects (defaults to 'default')

Add to VS Code Add to Cursor

claude_desktop_config.json