Clawmetry
Clawmetry is a free, open-source observability dashboard for OpenClaw agents, installable in one command via pip.
About
Clawmetry is a free, open-source observability dashboard for OpenClaw agents, installable in one command via pip. It gives you a real-time view of what every sub-agent is doing: token consumption per session and model, tool call traces, cron job status, memory file changes, and session history. It requires no configuration file — it auto-detects your OpenClaw workspace on startup. The project has 79k+ installs across 107 countries and reached #5 on Product Hunt at launch.
OpenClaw developers who want immediate visibility into agent activity, token costs, and sub-agent behavior without setting up a full observability platform. Particularly useful when running multi-agent workflows where costs and failures can spiral without clear instrumentation.
Pros & Cons
Pros
- check Installs in a single command (`pip install clawmetry`) and runs in about 30 seconds with zero config
- check Free and MIT licensed with no premium paywalls blocking core monitoring features
- check Tracks per-session and per-model token costs, which is the most common "where did my money go" problem for OpenClaw users
- check Sub-agent tracing gives genuine visibility into nested agent activity that is otherwise invisible
- check Runs anywhere OpenClaw runs: Linux, macOS, Windows (WSL), Raspberry Pi, and cloud VMs
Cons
- close Requires Python 3.8+ as an additional dependency on top of the OpenClaw Node.js stack
- close Advanced features like LLM-powered reranking, procedure evolution, and smart triggers are locked behind paid tiers in the cloud offering
- close Purpose-built for OpenClaw — it does not monitor LangChain, CrewAI, or other agent frameworks without custom integration
- close The macOS companion app requires macOS 14+, which excludes older machines
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