ClawMetry for OpenClaw

If you are building serious applications with OpenClaw, you know that visibility into your AI agent's performance isn't just a nice-to-have—it's absolutely essential for debugging, optimizing, and proving ROI. That's where ClawMetry steps in, offering a dedicated, real-time observability dashboard that finally brings the clarity you expect from modern infrastructure monitoring directly to your AI agents. Imagine having the power of a tool like Grafana, but specifically engineered from the ground up to understand the unique complexities of your autonomous AI workflows. Installation is refreshingly simple; just a single command, pip install clawmetry, gets you up and running with zero complex configuration required. This means less time wrestling with setup and more time focusing on what truly matters: making your agents smarter and more efficient. ClawMetry transforms that opaque black box of agent activity into a crystal-clear operational view, ensuring you maintain complete control over every interaction and decision your agents make.

ClawMetry provides the deep, granular insights necessary to manage costs and performance proactively. You gain immediate access to critical metrics like precise token usage, allowing you to keep those operational expenditures firmly in check without sacrificing capability. Beyond just cost, you can track the intricate dance of sub-agent activity, understand exactly when and how your scheduled cron jobs are executing, and monitor subtle but important changes in memory allocation over time. The true magic, however, lies in the beautiful live flow visualization. This isn't just static charting; it’s a dynamic, real-time representation of your agent sessions as they unfold, letting you trace the path of logic, spot bottlenecks instantly, and review complete session histories with ease. Whether you are developing on a powerful workstation, a standard Linux server, or even something lightweight like a Raspberry Pi, ClawMetry is built to be platform-agnostic, running smoothly across macOS, Linux, and Windows.

This open-source tool is designed by developers for developers who rely on the OpenClaw framework. By offering this level of transparency for free, ClawMetry removes a significant barrier to entry for robust AI deployment. It empowers you to move beyond guesswork, enabling data-driven iterations that lead to faster development cycles and more reliable production systems. Stop wondering what your AI is doing behind the scenes and start seeing it, analyzing it, and mastering it with ClawMetry—the essential observability layer for any serious OpenClaw implementation.