Know what your agents are doing. Right now.

Your OpenClaw agents spawn sub-agents, burn tokens, call tools. You have no idea what they're actually doing. ClawMetry shows you, in real-time.

What People Say

What the community is saying about ClawMetry

@jonah_lipsitt
▶ Video
"I got tired of not knowing what my OpenClaw was doing. A Phillips Hue spotlight now shines on my Mac Mini based on what it is doing, further visualized by @clawmetry"

@Save_Delete
"If you are building with OpenClaw, ClawMetry is the missing piece. Real-time visibility into every sub-agent, tool call, token cost, and session log."

@ricardotosatt
"Love this for agent monitoring. Tracking tokens and memory in real time is a huge win for devs."

@nickvnturi
"This looks like a very helpful tool for tracking agents. Thanks for sharing it."

@Asif2BD
"ClawMetry and our JARVIS Mission Control complement each other. Observability and coordination are separate problems."

@KalariyaHiren1
"Ask OpenClaw to do something. It starts working. And you just... wait. Hoping. Is it searching? Which websites? Where is it stuck right now? Zero visibility. ClawMetry fixes that."

Quick Start

🤖
Running on KiloClaw or Hostinger? Just ask your agent:

Help me install in a long running PTY pip install clawmetry && clawmetry setup && setup clawmetry sync via supervisord

One-liner🤖 AgentpipPowerShellCMDmacOS

One command. That's it. 🦞

$ curl -fsSL https://clawmetry.com/install.sh | bash

Install it

$ pip install clawmetry

Run it

$ clawmetry onboard

Same thing, Windows style 🦞

$ iwr -useb https://clawmetry.com/install.ps1 | iex

For the CMD holdouts

curl -fsSL https://clawmetry.com/install.cmd -o install.cmd && install.cmd && del install.cmd

Here's what it looks like

One screen. Everything happening across your agents.

What you get

See what every sub-agent is doing. Right now.

Your agent says "spawning sub-agent" and you just... hope it works? ClawMetry shows you every step: what files it's reading, what commands it's running, what tools it's calling, and what it's thinking. Summary, narrative, full logs. No more guessing.

Live flow graph

Channels, gateway, models, tools, nodes. All wired up, updating as things happen.

Token and cost tracking

Tokens in, tokens out, cache hits, response times, cost per call. Numbers you actually need.

System health

Cron jobs, service uptime, disk usage, active sub-agents. Glanceable.

Session history

Every session logged. Timeline, tool calls, cost. Go back and see what happened.

Mission Control integration

Hooks into OpenClaw's task system. See which agents are on which tasks.

Cost breakdown

Per-session, per-model, per-tool. Know what you're spending before the invoice shows up.

Runs where you run

If OpenClaw runs there, ClawMetry runs there. Laptop, server, Raspberry Pi, whatever.

macOS, Ubuntu, Debian, Raspberry Pi, Digital Ocean, Hostinger, Hetzner, AWS, GCP, Windows WSL

Stay in the loop

Get notified about new features, releases, and the growing -metry ecosystem.

Frequently Asked Questions

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.

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.

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.

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.