ClawMetry for OpenClaw Review
Diving deep into the world of AI agents means embracing complexity. When your OpenClaw agents are busy spawning sub-agents, burning tokens, and calling tools, it’s easy to feel lost. Enter ClawMetry for OpenClaw: your real-time observability dashboard designed to bring clarity to the chaos.
ClawMetry is a free, open-source solution that provides an immediate, granular view into your AI agents’ operations. Stop guessing; start knowing exactly what your agents are doing, right now, with an installation that takes a mere 30 seconds. It monitors token costs, cron jobs, sub-agents, memory files, and session history, all in one intuitive screen.
| Problem You Face | ClawMetry’s Solution |
| Agent operations are opaque | Real-time, detailed activity logs |
| Uncertain token costs | Precise token and cost tracking |
| Sub-agent behavior is unknown | Full visibility into sub-agent actions |
Main Features
- Sub-Agent Deep Dive: No more hoping. See every step a sub-agent takes, from file reads to tool calls, complete with summary, narrative, and full logs.
- Live Flow Graph: Visualize channels, gateways, models, tools, and nodes updating in real-time as your agents operate.
- Token & Cost Tracking: Monitor tokens in/out, cache hits, response times, and granular cost per call, ensuring you stay within budget.
- System Health at a Glance: Keep tabs on cron jobs, service uptime, disk usage, and active sub-agents from a single dashboard.
- Comprehensive Session History: Every session is logged with a timeline, tool calls, and associated costs for easy retrospection.
- Cost Breakdown: Understand expenditure per-session, per-model, and per-tool before the invoice arrives.
- Universal Compatibility: If OpenClaw runs there, ClawMetry runs there – from your laptop to a Raspberry Pi or cloud server.
Main Target
- OpenClaw Developers & Engineers: Gain unprecedented insight into agent behavior, facilitating debugging and performance optimization.
- AI Agent Enthusiasts: For anyone deploying OpenClaw agents who needs to move beyond guesswork and achieve true operational transparency.
- Cost-Conscious Builders: Effectively manage and predict token consumption and operational costs for your AI initiatives.
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