Open Source User Profile Hub

Teach one agent.
All agents remember.

A shared memory layer for AI agents across every platform and device. End the cycle of repeating yourself to every new assistant.

npx @peonai/swarm

N devices, M agents, N×M information silos

Every AI agent you use starts from zero. Your coding assistant doesn't know your design preferences. Your writing tool doesn't know your tech stack. You repeat the same context, the same corrections, the same preferences — endlessly.

Desktop Agent

"What's your preferred language?"

Mobile Agent

"What's your preferred language?"

Code Agent

"What's your preferred language?"

With Swarm AI

"I already know. Let's get to work."

Three primitives, infinite memory

01

Connect

Register each agent with a unique API key. Each agent gets scoped read/write access to the shared profile store.

02

Observe

Agents submit observations as they learn about you. Confidence scoring ensures high-quality data wins — guesses never overwrite facts.

03

Share

Every agent reads the same profile at session start. What one learns, all know. Context follows you across tools and devices.

One server, every agent

OpenClaw
Claude Code
Codex
Gemini CLI
OpenCode
Cursor
iFlow
Swarm AI ServerNext.js + SQLite
Identity
Work
Communication
Context

Built for the multi-agent era

Free-form Layers

Organize knowledge into any namespace. Identity, work, communication, or define your own. No rigid schema.

Confidence Scoring

Every observation carries a confidence value. High-confidence facts are never overwritten by low-confidence guesses.

Automatic Expiry

Context-layer data expires after 24 hours by default. Stale information cleans itself up without intervention.

Source Attribution

Every field records which agent wrote it. Full provenance across your entire agent ecosystem.

Per-Agent Auth

Each agent gets a unique API key with scoped permissions. Read-only agents never modify your profile.

Zero Dependencies

Shell scripts with curl. No SDK, no runtime, no framework lock-in. If your agent can run a command, it can join.

Ready to unify your agents?

Self-hosted, open source, and running in under a minute.

npx @peonai/swarm