Agent Magnet

Created By

helinakdogan3 days ago

Self-learning memory for AI tools. Remembers user preferences and context across Claude, Cursor, and Codex — with multi-parameter forgetting and cross-tool identity.

# memory

# ai-memory

Overview Content Tools Comments

Overview

What is Agent Magnet?

Agent Magnet is an open-source memory infrastructure for AI tools. It learns user preferences, corrections, and patterns automatically — without requiring any explicit commands — and persists that memory across sessions and across different AI tools like Claude, Cursor, and Codex.

How to use Agent Magnet?

Install with `pip install agent-magnet` and run `agent-magnet init` to configure automatically. The init command detects your installed AI tools (Claude Code, Cursor, Claude Desktop) and writes the correct configuration files. No Redis or external services required by default — local SQLite storage works out of the box.

Key features of Agent Magnet?

Cross-tool memory — same memory across Claude, Cursor, and Codex

Self-learning — learns from corrections and patterns automatically

Multi-parameter forgetting — permanent, contextual, and transient signals decay at different rates

Team memory — shared memory pool across a team, new members never start from zero

On-premise support — full Docker deployment, no data leaves your infrastructure

Use cases of Agent Magnet?

1. Keeping coding style and project context across AI tool switches.

2. Building AI products where users don't repeat themselves every session.

3. Team onboarding — new developers inherit the team's accumulated knowledge.

4. Enterprise AI deployments requiring data sovereignty.

FAQ

Is Agent Magnet free to use?

Yes, the core SDK and MCP server are open-source and free. A hosted proxy option is available at agentmagnet.app.

Does it require Redis or external services?

No. By default it uses local SQLite storage. Redis, Qdrant, and Neo4j are optional for teams and enterprise.

Set the same `MAGNET_USER_ID` in both tools' configurations. Agent Magnet uses this to link memory across tools.

Server Config

{
  "mcpServers": {
    "agent-magnet": {
      "command": "agent-magnet-mcp",
      "env": {
        "MAGNET_USER_ID": "your_name",
        "MAGNET_LOCAL_MODE": "1"
      }
    }
  }
}

Recommend Servers

TraeBuild with Free GPT-4.1 & Claude 3.7. Fully MCP-Ready.

EdgeOne Pages MCPAn MCP service designed for deploying HTML content to EdgeOne Pages and obtaining an accessible public URL.

MiniMax MCPOfficial MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.

DeepChatYour AI Partner on Desktop

Amap Maps高德地图官方 MCP Server

Serper MCP ServerA Serper MCP Server

BlenderBlenderMCP connects Blender to Claude AI through the Model Context Protocol (MCP), allowing Claude to directly interact with and control Blender. This integration enables prompt assisted 3D modeling, scene creation, and manipulation.

Visual Studio Code - Open Source ("Code - OSS")Visual Studio Code

Y GuiA web-based graphical interface for AI chat interactions with support for multiple AI models and MCP (Model Context Protocol) servers.

Playwright McpPlaywright MCP server

ChatWiseThe second fastest AI chatbot™