OpenClaw + RecallYour agents have memory. They don't have each other's.
You're running 5 OpenClaw agents on Mac Minis. Each one builds its own MEMORY.md. None of them know what the others learned. Recall connects them.
The problem
Five agents. Five memories.
Zero coordination.
5 agents. 5 separate MEMORY.md files. 0 shared knowledge.
Every agent reinvents what another already solved.
The solution
Same fleet. Shared brain.
Without Recall
Agent A solves Stripe webhook timeout
Writes fix to its MEMORY.md
2 hours later, Agent B hits same webhook issue
Agent B's MEMORY.md has nothing about webhooks
Agent B spends 45 minutes rediscovering the same fix
Agent C still doesn't know either
Result: 45 minutes wasted. Fix exists in 2 MEMORY.md files. 3 agents still don't know.
With Recall
Agent A solves Stripe webhook timeout
Recall captures the decision automatically
2 hours later, Agent B starts working on webhooks
Recall loads: "Don't use default idempotency keys. Use event deduplication."
Agent B ships the correct fix in 6 minutes
Every agent on the repo now knows
Result: 6 minutes. Fix propagated to all 5 agents instantly.
Under the hood
This loads before the first line of code.
Every agent session starts by loading the team's shared context. Here's what that looks like.
# Repository: acme/payments-api
# Sessions: 47 | Sources: agent-mac-1, agent-mac-2, agent-mac-3, steven-laptop, ray-desktop
## Mistakes to Avoid
1. Don't use setTimeout for token refresh. Race condition under load.
agent-mac-2, yesterday (OpenClaw)
2. PgBouncer transaction mode breaks prepared statements in edge runtime.
agent-mac-3, 2 days ago (OpenClaw)
3. Stripe test mode webhooks have different retry behavior than production.
steven-laptop, 3 days ago (Claude Code)
## Key Decisions
1. Event deduplication over idempotency keys for Stripe webhooks.
Reasoning: Idempotency keys cause silent failures on retries.
agent-mac-1, Friday (OpenClaw)
## Active Work
agent-mac-1 Refactoring auth middleware to edge runtime (in progress)
agent-mac-3 Adding rate limiter to /api/process (in progress)
ray-desktop Reviewed webhook error handling (completed 2h ago)
The #1 thing we hear
“MEMORY.md already works.”
It does. For one agent.
MEMORY.md
Remembers one agent
Lives on one Mac Mini
Raw notes from one perspective
That agent's 3 sessions/day
Recall
Remembers every agent on the repo
Works across every Mac Mini in the fleet
Structured decisions, mistakes, and patterns
All agents' 50+ sessions/week
Use both. MEMORY.md is the diary. Recall is the team wiki.
Not just agent-to-agent
Agents and humans. Same brain.
Steven uses Claude Code. Ray uses Cursor. Three OpenClaw agents run overnight on Mac Minis. Monday morning, everyone shares the same knowledge. The agents know what the humans decided. The humans know what the agents built.
Three steps. Two minutes.
Install alongside OpenClaw
One command. Your agent keeps MEMORY.md. Recall adds the shared layer underneath. Auto-detects your tools.
Every session flows to Recall
When any agent makes a decision, finds a bug, or completes a task, Recall captures it. No workflow changes.
Every agent loads team context
Next session, every agent on the repo gets the team's decisions, mistakes, and active work. Under 200ms.
Your knowledge, not your code.
AES-256 encryption
All session data encrypted at rest and in transit
Process-and-delete
Raw transcripts deleted in seconds. Only structured summaries stored.
No source code stored
Only decisions, patterns, and file paths. Never your actual code.
Full export and delete
Export everything or permanently delete at any time. Your data, your call.
Connect your fleet.
Free forever. Two minutes. Every agent gets smarter.
No credit card. No trial. Works with OpenClaw, Claude Code, Cursor, and more.