You woke up Monday morning, checked your Anthropic dashboard, and saw $38.47 spent over the weekend. Your agent was "running research"—but you have no idea which tasks, which models, or which hours were the expensive ones.
The Problem: Billing Is Backward-Looking
Cloud AI providers show you costs after they've happened. By the time you see a spike on your Anthropic or OpenAI billing page, the money is already gone. There's no early warning, no per-task breakdown, and definitely no mobile notification.
OpenClaw itself logs token usage to JSONL files, but reading raw log files on a server isn't practical—especially when you're away from your desk.
How ClawBridge Solves This
ClawBridge's Token Monitoring Dashboard parses your OpenClaw usage logs in real time and presents them in a mobile-friendly interface. Here's what you see at a glance:
Today's Cost
A single number at the top of the dashboard: how much your agent has spent today. Updated continuously as new log entries arrive. No mental math, no log parsing—just a dollar figure.
Grand Total
The cumulative cost across all sessions since ClawBridge started tracking. Useful for monthly budgeting and comparing against your provider's invoice.
30-Day Forecast
Based on your recent usage patterns, ClawBridge projects what your bill will look like at the end of the month. If your daily average suddenly doubles, the forecast reflects it immediately—giving you time to intervene.
Top Models by Cost
A ranked breakdown showing which models are consuming the most budget. If Claude Opus is eating 80% of your spend while handling tasks that Sonnet could do, this panel makes it obvious—and links directly to the Model Downgrade diagnostic (A01).
7-Day Cost Histogram
A visual chart showing your daily costs over the past week. Each bar is tappable—drill down into any day to see which sessions and models contributed to the cost.
A Real Scenario
You're running an OpenClaw agent that handles email triage during business hours and runs research tasks overnight. On Wednesday, you notice the 7-Day Histogram shows a $12 spike—double the usual daily spend. You tap the Wednesday bar and see that a research session spawned 47 tool calls against Claude Opus in a 3-hour window. The agent was stuck in a retry loop on a rate-limited API.
Without the dashboard, you'd have discovered this on your next billing statement—after four more days of the same pattern.
Take Control of Your Costs
Real-time visibility is the foundation of cost control. You can't optimize what you can't see.
ClawBridge is free and open source (MIT License) — install it in seconds, own it forever. Get ClawBridge Free →
The first step to cutting costs: knowing where they come from.