io.github.helinakdogan/agent-magnet
io.github.helinakdogan/agent-magnet · 14 stars · Python · MIT
MCP server Behavioral memory layer for AI tools. Learns preferences and context across Claude, Cursor, Codex.
Install
The repo has no one-line install. Follow its README.
Published as
- PyPI
agent-magnetstdio
From the server's entry in the official MCP Registry.
Configuration
| Name | Set as | What it is |
|---|---|---|
MAGNET_USER_IDRequired | Env var | Your identifier used as the memory key across all tools |
MAGNET_OPENAI_KEYOptional | Env var | OpenAI API key for the reflector and classifier models |
MAGNET_LOCAL_MODEOptional | Env var | Set to 1 to use local SQLite storage — no Redis or external services needed |
MAGNET_REDIS_URLOptional | Env var | Redis connection URL for persistent shared storage (overrides local mode) |
MAGNET_PROJECT_IDOptional | Env var | Namespace for memory isolation across projects (defaults to 'default') |
Files
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
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)
{
"mcpServers": {
"agent-magnet": {
"command": "agent-magnet-mcp",
"env": { "MAGNET_USER_ID": "your_name" }
}
}
}
MIT licensed. Contribute — and a ⭐ if this saved your context window.
Facts
- Kind
- MCP server
- Group
- Uncategorized
- Stars
- 14
- License
- MIT
- Language
- Python
- Last push
- 2026-09-05
- Forks
- 5
- MCP Registry
- io.github.helinakdogan/agent-magnet
- Homepage
- www.agentmagnet.app
- Topics
- agentic-ai, ai, ai-agent, ai-agents, ai-gateway, llm, llm-memory, llm-tools, openai, personalization, python, rag-alternative, self-hosted, user-memory
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