🦞 ClawMetry

See your agent think. Real-time observability for OpenClaw AI agents.

One command. Zero config. Auto-detects everything.

pip install clawmetry && clawmetry

Opens at http://localhost:8900 and you're done.

What You Get

• Flow — Live animated diagram showing messages flowing through channels, brain, tools, and back
• Overview — Health checks, activity heatmap, session counts, model info
• Usage — Token and cost tracking with daily/weekly/monthly breakdowns
• Sessions — Active agent sessions with model, tokens, last activity
• Crons — Scheduled jobs with status, next run, duration
• Logs — Color-coded real-time log streaming
• Memory — Browse SOUL.md, MEMORY.md, AGENTS.md, daily notes
• Transcripts — Chat-bubble UI for reading session histories

Screenshots

Flow	Overview	Sub-Agent

Summary	Crons	Memory

Install

pip (recommended):

pip install clawmetry
clawmetry

One-liner:

curl -sSL https://raw.githubusercontent.com/vivekchand/clawmetry/main/install.sh | bash

From source:

git clone https://github.com/vivekchand/clawmetry.git
cd clawmetry && pip install flask && python3 dashboard.py

Configuration

Most people don't need any config. ClawMetry auto-detects your workspace, logs, sessions, and crons.

If you do need to customize:

clawmetry --port 9000              # Custom port (default: 8900)
clawmetry --host 127.0.0.1         # Bind to localhost only
clawmetry --workspace ~/mybot      # Custom workspace path
clawmetry --name "Alice"           # Your name in Flow visualization

All options: clawmetry --help

Supported Channels

ClawMetry shows live activity for every OpenClaw channel you have configured. Only channels that are actually set up in your openclaw.json appear in the Flow diagram — unconfigured ones are automatically hidden.

Click any channel node in the Flow to see a live chat bubble view with incoming/outgoing message counts.

Channel	Status	Live Popup	Notes
📱 Telegram	✅ Full	✅	Messages, stats, 10s refresh
💬 iMessage	✅ Full	✅	Reads ~/Library/Messages/chat.db directly
💚 WhatsApp	✅ Full	✅	Via WhatsApp Web (Baileys)
🔵 Signal	✅ Full	✅	Via signal-cli
🟣 Discord	✅ Full	✅	Guild + channel detection
🟪 Slack	✅ Full	✅	Workspace + channel detection
🌐 Webchat	✅ Full	✅	Built-in web UI sessions
📡 IRC	✅ Full	✅	Terminal-style bubble UI
🍏 BlueBubbles	✅ Full	✅	iMessage via BlueBubbles REST API
🔵 Google Chat	✅ Full	✅	Via Chat API webhooks
🟣 MS Teams	✅ Full	✅	Via Teams bot plugin
🔷 Mattermost	✅ Full	✅	Self-hosted team chat
🟩 Matrix	✅ Full	✅	Decentralized, E2EE support
🟢 LINE	✅ Full	✅	LINE Messaging API
⚡ Nostr	✅ Full	✅	Decentralized NIP-04 DMs
🟣 Twitch	✅ Full	✅	Chat via IRC connection
🔷 Feishu/Lark	✅ Full	✅	WebSocket event subscription
🔵 Zalo	✅ Full	✅	Zalo Bot API

Auto-detection: ClawMetry reads your ~/.openclaw/openclaw.json and only renders the channels you've actually configured. No manual setup required.

Requirements

• Python 3.8+
• Flask (installed automatically via pip)
• OpenClaw running on the same machine
• Linux or macOS

Cloud Deployment

See the Cloud Testing Guide for SSH tunnels, reverse proxy, and Docker.

Testing

This project is tested with BrowserStack.

License

MIT

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🦞 See your agent think
_{Built by @vivekchand · clawmetry.com · Part of the OpenClaw ecosystem}