Clawmetry
See your agent think. Real-time observability dashboard for OpenClaw AI agents.
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What is Clawmetry?
ClawMetry is a free, open-source real-time observability dashboard designed specifically for AI agents running on OpenClaw and NVIDIA NemoClaw. It provides instant visibility into what your autonomous agents are actually doing, showing token costs, cron job status, sub-agent activity, memory file changes, and session history all in a single local dashboard running at localhost:8900.
The tool catches expensive mistakes before they happen by monitoring sub-agent spawn trees in real-time, alerting when agents cross budget lines, and allowing you to kill runaway agents with one click. It tracks per-session, per-model, and per-tool costs, monitors cron job failures, service uptime, disk usage, and provides full audit trails of every tool call, policy violation, and sub-agent action with complete session transcripts.
ClawMetry is built for developers, DevOps engineers, and teams building with OpenClaw AI agents who need operational transparency without building their own monitoring infrastructure. It supports macOS, Linux, Windows (WSL), Docker, Kubernetes, Raspberry Pi, and major cloud providers (AWS, GCP, Azure). The dashboard includes live flow visualization, brain audit trails, token cost tracking, memory file browsing, real-time log streaming, and OpenTelemetry-native tracing that works with Datadog, Grafana, and Honeycomb.
Clawmetry pricing
Pricing model: Freemium
Open Source version is $0 forever with MIT license - includes all features (Flow, Brain, Tokens, Memory, Crons, Logs, alerting, human-in-the-loop, cost analytics, security threat detection) accessible on local network only. Cloud Pro is $5/node/month after a 7-day free trial, adding remote/cloud access via browser, E2E encryption, 30-day cloud data retention, Mac app, iOS/Android apps, fleet dashboard, and push alerts anywhere. Enterprise is custom pricing for teams with 10+ nodes, including team shared dashboards, RBAC, full audit logs, SSO/SAML, unlimited data retention, priority support with SLA, and custom integrations. Managed deployment available with 99.9% uptime SLA and volume pricing.
Clawmetry pros
- Completely free and open-source with MIT license
- Zero configuration required - auto-detects OpenClaw workspace
- Installs in 30 seconds with pip install clawmetry
- Real-time monitoring of token costs and sub-agent spawns
- One-click kill button for runaway agents
- Budget alerts before expensive mistakes happen
- Full session transcripts with timeline and tool calls
- Live flow visualization showing agent pipeline
- No cloud dependency - runs entirely locally
- No telemetry or data sent to external servers
- OpenTelemetry-native for vendor-neutral tracing
- Works on Linux, macOS, Windows WSL, Raspberry Pi
- Cron job monitoring with status and history
- Memory file browser for SOUL.md, MEMORY.md, AGENTS.md
- Per-model and per-tool cost breakdowns
- End-to-end encrypted cloud option for remote access
- 30-day cloud data retention on Pro plan
- Native Mac menu bar app with notifications
- Alerting via Telegram, Slack, and webhooks
Clawmetry cons
- Requires OpenClaw installation - only works with OpenClaw agents
- Self-hosted version only accessible on local network
- Cloud Pro plan costs $5 per node per month
- Remote access requires paid Cloud Pro subscription
- Cloud data permanently deleted 30 days after cancellation
- Alerting, human-in-the-loop, and security features marked coming soon
- Mac app and iOS/Android apps still in development
- Requires Python 3.8 or higher
Frequently asked questions about Clawmetry
What is ClawMetry?
ClawMetry is a free, open-source real-time observability dashboard for AI agents running on OpenClaw. It gives you instant visibility into token costs, cron jobs, sub-agent activity, memory file changes, and session history — all in a single local dashboard.
Is ClawMetry free?
Yes, completely. ClawMetry is MIT licensed and runs locally on your machine. No cloud dependency, no telemetry, no subscription. There is also an optional ClawMetry Cloud plan for teams who want a hosted multi-node dashboard with remote access.
How do I install ClawMetry?
Run pip install clawmetry then clawmetry. It auto-detects your OpenClaw workspace — no config file needed. Setup takes about 30 seconds and opens the dashboard at localhost:8900.
What does ClawMetry monitor?
ClawMetry monitors token usage and cost per session and model, cron job status and history, sub-agent spawns and outcomes, memory file changes (SOUL.md, MEMORY.md, AGENTS.md), session transcripts, channel activity, and real-time tool call traces.
Does ClawMetry work with Claude, GPT-4, and other models?
Yes. ClawMetry works with any model your OpenClaw agents use — Claude (Anthropic), GPT-4 (OpenAI), Gemini (Google), and others. It tracks cost and token usage per model automatically.
How is ClawMetry different from LangSmith or Weights & Biases?
LangSmith and W&B are enterprise platforms built for LLM application developers. ClawMetry is purpose-built for OpenClaw users — it understands the specific concepts of channels, cron jobs, sub-agents, memory files, and the full agent runtime. It runs locally in 30 seconds with zero config.
Is ClawMetry safe for compliance and ops teams?
Yes. ClawMetry runs entirely on your own machine and keeps a full audit trail of every tool call, policy violation, and sub-agent action. PII stays on-device because no transcripts leave your network. Data leaders, compliance, and ops teams can review what every agent did, when, and why, without sending data to a vendor.
What operating systems does ClawMetry support?
ClawMetry runs on Linux, macOS, and Windows (via WSL). It also works on Raspberry Pi and other ARM devices. Requires Python 3.8+ and an active OpenClaw installation.
What exactly does Cloud Pro unlock?
Remote access. When you run ClawMetry locally, it's accessible only on your LAN. Cloud Pro adds a secure relay so you can open app.clawmetry.com from your phone, another laptop, or anywhere - and see your agents working in real time. All features are identical to the free version.
Is my data safe in the cloud?
Yes. Your data is encrypted on your machine before it ever leaves - ClawMetry uses AES-256-GCM client-side encryption. The cloud server stores only ciphertext. Even the ClawMetry team cannot read your agent data even if they wanted to.