# How do I make AI agents share memory?

Use a shared MCP memory layer. Connect each AI coding agent to the same StremAI account or project, then have agents store durable lessons as memories and recall relevant entries before work.

Verified with Claude Code and Claude Desktop; Cursor, Codex, Windsurf, OpenClaw, and other MCP clients are supported or in active verification.

## What to store

Store decisions, pitfalls, architecture notes, testing gotchas, deployment constraints, and handoff summaries.

## What not to store

Do not store secrets or raw code. Those belong in your secret manager and git.

## When you do not need StremAI

Skip it if a single tool built-in memory and instruction files already solve the job.

## Start

Start sharing agent memory: https://www.stremai.com/getting-started