The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Omem
Shared Memory That Never Forgets — persistent memory for AI agents with Space-based sharing across agents and teams. Plugins for OpenCode, Claude Code, OpenClaw, MCP Server.
Install
$
npx skills add ourmem/omem --skill ourmem -gClaude Code
claude mcp add omem -- npx skills add ourmem/omem --skill ourmem -gCursor / Claude Desktop (mcp.json)
{
"mcpServers": {
"omem": {
"command": "npx",
"args": [
"skills",
"add",
"ourmem/omem",
"--skill",
"ourmem",
"-g"
]
}
}
}Install command taken from the project's README or registry entry. Always review code before running it.
README excerpt
Read full README on GitHub →OMEM Shared Memory That Never Forgets
English | 简体中文
The Problem
Your AI agents have amnesia — and they work alone.
- 🧠 Amnesia — every session starts from zero. Preferences, decisions, context — all gone.
- 🏝️ Silos — your Coder agent can't access what your Writer agent learned.
- 📁 Local lock-in — memory tied to one machine. Switch devices, lose everything.
- 🚫 No sharing — team agents can't share what they know. Every agent re-discovers the same things.
- 🔍 Dumb recall — keyword match only. No semantic understanding, no relevance ranking.
- 🧩 No collective intelligence — even when agents work on the same team, there's no shared knowledge layer.
ourmem fixes all of this.
What is ourmem
ourmem gives AI agents shared persistent memory — across sessions, devices, agents, and teams. One API key reconnects everything.
🌐 Website: ourmem.ai
🧑💻 I use AI coding tools
Install the plugin for your platform. Memory works automatically — your agent recalls past context on session start and captures key info on session end.
→ Jump to Quick Start
🔧 I'm building AI products
REST API with 48+ endpoints. Docker one-liner for self-deploy. Embed persistent memory into your own agents and workflows.
→ Jump to Self-Deploy
Core Capabilities
📖 Memory Pipeline Architecture — Technical deep-dive into how ourmem stores, retrieves, and evolves memories.
🔗 Memory Sharing Architecture — How memories flow across agents and teams: sharing, provenance, versioning, and cross-space search.
Feature Overview
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