dvcrn Token Panel Ultimate
One dashboard for every token you spend. Anthropic, Gemini, OpenAI, Manus—tracked, stored, and queryable before the bill arrives.
Why This Exists
You've checked your Anthropic console, squinted at the OpenAI dashboard, opened a Gemini tab, and still weren't sure where last Tuesday's $14 went. Token Panel Ultimate puts all four providers in one place so the answer is always one query away.
What It Does
- Multi-Provider Tracking — Anthropic, Gemini, OpenAI, and Manus in a single SQLite database
- Budget Alerts — Set monthly limits per provider. Get warned before you overspend, not after
- REST API — Query usage programmatically on port 8765. Plug it into your own scripts or dashboards
- Transcript Parsing — Automatically extracts token counts from OpenClaw session transcripts
- Zero Dependencies — SQLite storage. No Postgres, no Redis, no cloud account required
- Runs as a Daemon — Systemd service keeps it alive in the background
Quick Start
pip install -r requirements.txt
python3 api.py
Architecture
OpenClaw Plugin → Budget Collector API → SQLite DB
↓
Transcripts / Anthropic API / Manus Tracker
API Endpoints
| Method | Path | Description |
|---|---|---|
| GET | /usage | All provider usage |
| GET | /usage/:provider | Usage for a single provider |
| GET | /budget | Current budget limits |
| POST | /budget | Set or update budget limits |
Clone it. Fork it. Break it. Make it yours.
👉 Explore the full project: github.com/globalcaos/clawdbot-moltbot-openclaw