AI Coding Usage Aggregator

Unifies token, quota and cost data from 14 AI coding services into one local desktop view.

Problem

Developers who use multiple AI coding services cannot see token history, remaining quota, available cost and limits in one place; they have to log into each vendor console separately. An open-source desktop app already exists, but cross-platform support and alerting still leave room, and many just want a lightweight local dashboard with reminders.

Solution

A local-first desktop app that reads or imports usage and quota data from multiple AI coding services, shows unified token history, cost estimates and remaining limits, and notifies the user when quota is low or promos expire. Data stays on-device with CSV export.

Users

Developers and indie hackers using Claude Code, Codex and several API or coding plans at once.

MVP

Support 3-5 major services via manual or API pulls; unified token history and cost dashboard; quota alerts; on-device storage and CSV export; dark/light UI.

Revenue

Open-source core plus paid Pro: unlimited service integrations, team rollup views, historical trends and mobile alerts.

Why now

The number of AI coding services and quota rules keeps growing, and users already compare notes on their plans in communities; a local desktop app protects privacy and avoids complex per-vendor OAuth.