githubinferredactive
clawmetry
provenance:github:vivekchand/clawmetry
WHAT THIS AGENT DOES
Clawmetry provides a clear view into how your AI agents are working. It helps you understand the flow of information and actions within your agents, like watching them think in real-time. This solves the problem of not knowing exactly what your AI is doing or why, which can be concerning when relying on it for business tasks. Managers, team leads, and anyone overseeing AI agent performance would find Clawmetry valuable. It’s unique because it offers a simple, visual way to monitor agent activity without requiring any technical expertise or complicated setup.
README
# 🦞 ClawMetry
[](https://clickpy.clickhouse.com/dashboard/clawmetry)
[](https://clickpy.clickhouse.com/dashboard/clawmetry)
[](https://pypi.org/project/clawmetry/)
[](https://github.com/vivekchand/clawmetry/stargazers)
[](https://opensource.org/licenses/MIT)
<a href="https://www.producthunt.com/products/clawmetry?embed=true&utm_source=badge-top-post-badge&utm_medium=badge&utm_campaign=badge-clawmetry-for-openclaw" target="_blank"><img src="https://api.producthunt.com/widgets/embed-image/v1/top-post-badge.svg?post_id=1081207&theme=light&period=daily&t=1771491508782" alt="ClawMetry - #5 Product of the Day on Product Hunt" width="250" height="54" /></a>
**See your agent think.** Real-time observability for [OpenClaw](https://github.com/openclaw/openclaw) AI agents.
One command. Zero config. Auto-detects everything.
```bash
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
### 🧠 Brain — Live agent event stream

### 📊 Overview — Token usage & session summary

### ⚡ Flow — Real-time tool call feed

### 💰 Tokens — Cost breakdown by model & session

### 🧬 Memory — Workspace file browser

### 🔐 Security — Posture & audit log

## Install
**One-liner (recommended):**
```bash
curl -sSL https://raw.githubusercontent.com/vivekchand/clawmetry/main/install.sh | bash
```
**pip:**
```bash
pip install clawmetry
clawmetry
```
**From source:**
```bash
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:
```bash
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.
## Docker Deployment
Want to run ClawMetry in a container? No problem! 🐳
**Quick start with Docker:**
```bash
# Build the image
docker build -t clawmetry .
# Run with default settings
docker run -p 8900:8900 clawmetry
# Or with your OpenClaw workspace mounted
docker run -p 8900:8900 \
-v ~/.openclaw:/root/.openclaw \
-v /tmp/moltbot:/tmp/moltbot \
clawmetry
```
**Docker Compose example:**
```yaml
version: '3.8'
services:
clawmetry:
build: .
ports:
- "8900:8900"
volumes:
- ~/.openclaw:/root/.openclaw:ro
- /tmp/moltbot:/tmp/moltbot:ro
restart: unless-stopped
```
> **Note:** When running in Docker, make sure to mount your OpenClaw workspace and log directories so ClawMetry can auto-detect your setup.
## Requirements
- Python 3.8+
- Flask (installed automatically via pip)
- OpenClaw running on the same machine (or mounted volumes for Docker)
- Linux or macOS
## NemoClaw / OpenShell Support
ClawMetry automatically detects [NemoClaw](https://github.com/NVIDIA/NemoClaw) — NVIDIA's enterprise security wrapper for OpenClaw that runs agents inside sandboxed OpenShell containers.
No extra configuration is needed in most cases. The sync daemon auto-discovers session files whether they live in `~/.openclaw/` on the host or inside an OpenShell container.
### How it works
ClawMetry detects NemoClaw in two ways:
1. **Binary detection** — checks for the `nemoclaw` CLI and runs `nemoclaw status` to get sandbox info
2. **Container detection** — scans running Docker containers for `openshell`, `nemoclaw`, or `ghcr.io/nvidia/` images, then reads sessions via volume mounts or `docker cp`
Session files synced from NemoClaw containers are tagged with `runtime=nemoclaw` and `container_id` metadata in the cloud dashboard, so you can tell them apart from standard OpenClaw sessions at a glance.
### Recommended setup: sync daemon on the HOST
For the best experience, run ClawMetry's sync daemon on the **host machine** (not inside the sandbox). This avoids NemoClaw network policy restrictions.
```bash
# On the host (outside the sandbox)
pip install clawmetry
clawmetry connect
clawmetry sync
```
The sync daemon will automatically find sessions inside any running OpenShell containers.
### Optional: explicit sandbox name
If auto-detection doesn't work, point ClawMetry at the right sandbox:
```bash
export NEMOCLAW_SANDBOX=my-sandbox-name
clawmetry sync
```
### Running inside the sandbox (advanced)
If you must run the sync daemon **inside** the OpenShell sandbox, add this egress rule to your NemoClaw network policy so it can reach the ClawMetry ingest API:
```yaml
# nemoclaw-policy.yaml
network:
egress:
- host: ingest.clawmetry.com
port: 443
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First discoveredMar 21, 2026
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