ClawMetry

ClawMetry is an open-source, real-time observability dashboard designed specifically for OpenClaw AI agents. It provides complete visibility into what your agents and sub-agents are doing at any moment, including file reads, command executions, tool calls, and reasoning processes. The tool runs entirely locally with zero configuration required and is free forever.

• Live Flow Visualization provides an animated SVG architecture diagram that lights up in real-time as your agent processes messages, with color-coded indicators for different event types including messages, LLM requests, tool calls, responses, and errors.

• Sub-Agent Monitoring shows every step when your agent spawns sub-agents, displaying files being read, commands being run, tools being called, and what the sub-agent is thinking, available as summary, narrative, or full logs.

• Token & Cost Tracking monitors token usage and costs per session, per model, and per tool with bar charts showing daily, weekly, and monthly totals, helping you understand spending before invoices arrive.

• Cron Job Dashboard monitors scheduled jobs with status indicators, schedule expressions, last/next run times, and duration with alerts when cron jobs fail.

• Session History & Transcripts logs every session with timeline, tool calls, and cost, featuring a transcript viewer that shows conversations in a chat-bubble UI with color-coded roles.

• Memory File Browser allows browsing and tracking changes to your agent's memory files including SOUL.md, MEMORY.md, AGENTS.md, and daily notes.

• System Health Dashboard provides at-a-glance monitoring of service uptime, disk usage, active sub-agents, and cron job status.

To get started, install via pip with pip install clawmetry and run clawmetry to open the dashboard at localhost:8900. The tool auto-detects your OpenClaw workspace with zero configuration. ClawMetry runs on macOS, Linux, Windows WSL, and even Raspberry Pi, requiring only Python 3.8+ and Flask.