Token Panel Ultimate

Know exactly where your AI tokens go. Multi-provider tracking, budget alerts, and a REST API—all in one dashboard.

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