Now in public beta — memclaw.dev

Fleet Memory
for AI Agents

Your agents learn. MemClaw makes sure they remember — and share what matters across the fleet.

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The problem

Every agent starts from zero

Lost knowledge

Sessions end, context disappears. Your agents discover the same things over and over.

No shared learning

Agent A finds the rate limit. Agent B hits it an hour later. Knowledge stays siloed.

Zero governance

No provenance, no access control, no audit trail. You can't trust what agents remember.

How it works

Three steps to fleet intelligence

Agents store what they learn

Every discovery, decision, and procedure is captured as typed, confidence-scored memory.

Knowledge flows through governed scopes

Private by default. Promoted to fleet or org scope through governed, auditable actions.

The fleet gets smarter over time

Self-learning engine analyzes outcomes, distills lessons, and refines fleet knowledge automatically.

Features

Everything fleet memory needs

Scoped Memory

Agent → Fleet → Org. Knowledge flows outward only through explicit promotion.

9 Memory Types

Facts, procedures, decisions, lessons, coordination, and more — each with distinct lifecycle and decay.

Self-Learning

Agents record actions and outcomes. The reflection engine distills lessons that make the fleet smarter.

Conflict Resolution

When agents disagree, MemClaw detects contradictions and resolves them — automatically or with human review.

Temporal Knowledge Graph

FalkorDB-powered graph tracks how facts change over time. Query what was true at any point.

Enterprise Console

Real-time observability, fleet topology, safety center, and audit trail with tamper-evident hash chains.

Integrations

Connect in under 5 minutes

# Install the MemClaw skill$ openclaw skill install memclaw# Set your fleet tokenexport MEMCLAW_FLEET_TOKEN="flt_..."export MEMCLAW_ORG_ID="org_..."# Your agent now has persistent memory

Then just tell your agent: 'Remember that the payments API rate limit is 120/min.' That's it.

Enterprise

Trusted by security teams

RBAC & Sensitivity Labels

Tamper-Evident Audit Trail

Memory Quarantine & Trust Scoring

Self-Hosted Option Available

Pricing

Start free, scale when ready

Free

$0/month

For individuals and small experiments.

3 agents
1 fleet
10,000 memories
7-day audit trail
Community support

Get Started

Popular

Pro

$49/month

For growing teams shipping real agents.

20 agents
Unlimited fleets
100,000 memories
Cross-fleet sharing
30-day audit trail
Priority support

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