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Token Police Review

Token Police is a Chrome extension that monitors remaining usage for various AI coding tools, consolidating quota information and providing notifications without account linking.

shipped Sep 5, 2026researchfree
research
Token Police — product screenshot

Why it matters

1Monitors remaining usage for multiple AI coding tools.
2Provides notifications and trend analysis for quota usage.
3Operates without requiring account linking or API keys.
4Available as a free Chrome extension for Chromium-based browsers.

About Token Police

Business Model
Open Source
Platforms
Chrome, Chromium-based browsers (Edge, Brave, Arc)
Target Audience
Developers using multiple AI coding tools

Pricing Plans

Free Version
Free
  • No account linking required
  • Real-time tracking of AI coding quotas
  • Low-quota alerts
  • Hourly auto-check without stealing focus

Leadership

Junjie LiuLinkedIn
GitHubOpen Source

Specs

API Available

Yes, public API

Screenshots

overview

What is Token Police?

Token Police is a Chrome extension tool developed by Junjie Liu that enables developers using multiple AI coding tools to monitor their remaining usage. It consolidates quota information from various platforms, providing notifications and trend analysis without requiring account linking or API keys. The term "Token Police" also refers to a set of prompt engineering guidelines, articulated by Rob Conery on February 23, 2026, designed to manage and reduce token usage when interacting with large language models (LLMs) like Claude, OpenClaw, Opus 4.6, and Sonnet 4.6. This methodology aims to optimize LLM interactions for cost efficiency and context window management by enforcing extreme conciseness and directness in responses, such as the "Desert Mode" response style.

features

Key Features of Token Police

Token Police offers several features designed to assist developers in managing their AI coding tool usage efficiently and privately.

  • Monitors remaining usage for various AI coding tools.
  • Consolidates quota information from multiple platforms into a single interface.
  • Provides notifications on quota usage to alert users.
  • Offers trend analysis to visualize usage patterns over time.
  • Requires no account linking for operation.
  • Does not require API keys for data collection.
  • Tracks usage for multiple AI coding tools simultaneously.
  • Displays remaining quota with customizable alerts.
  • Operates without dependencies on external servers, ensuring private and secure data handling.

use cases

Who Should Use Token Police?

Token Police is primarily designed for developers and programmers who frequently utilize multiple AI coding tools and need to manage their resource consumption effectively.

  • Developers monitoring coding quota across different AI tools to avoid unexpected service interruptions.
  • Users who require real-time notifications on quota usage to manage their workflow and budget.
  • Programmers seeking to encourage breaks while coding by being aware of their usage limits.
  • Individuals prioritizing privacy and security, as the tool operates without external server dependencies or account linking.

how to use

How to Use Token Police

Token Police functions as a Chrome extension, providing a straightforward method for monitoring AI coding tool quotas directly within the browser. Installation and initial setup are designed for immediate utility.

  • 1Navigate to the Chrome Web Store or the official Token Police URL (https://token-police.philosophie.ai/en/).
  • 2Install the Token Police extension on Chrome or any Chromium-based browser (e.g., Edge, Brave, Arc).
  • 3Once installed, the extension will begin monitoring usage for supported AI coding tools.
  • 4Access the extension's interface to view consolidated quota information and trend analysis.
  • 5Configure notification settings to receive alerts on approaching or exceeded usage limits.

pricing

Token Police Pricing & Plans

Token Police is available as a free Chrome extension. There are no paid tiers, subscription models, or usage-based fees associated with the tool itself. The costs associated with token usage are tied to the underlying LLM services (e.g., Claude Pro, Claude Max) that a user chooses to employ, not the Token Police extension.

  • Free Version: Free

Pros

  • +Consolidates quota information from multiple AI coding tools into a single interface.
  • +Operates without requiring account linking or API keys, enhancing user privacy and security.
  • +Provides real-time notifications and trend analysis for effective usage management.
  • +Completely free to use as a Chrome extension.
  • +No dependencies on external servers, ensuring local and secure data handling.

Cons

  • Limited to Chrome and Chromium-based browsers, excluding users of other browser ecosystems.
  • Does not directly manage or reduce token costs; it only monitors usage.
  • The scope is limited to monitoring; it does not offer features for direct interaction with AI tools.
  • No official support or enterprise-level features, as it is an open-source project.

Similar Tools

Token Police vs Competitors

Token Police occupies a niche in the AI tool ecosystem by focusing on consolidated quota monitoring for AI coding tools without requiring sensitive access. Its competitive landscape includes other monitoring and token estimation tools, as well as the conceptual 'Token Police' prompt engineering guidelines.

1
AI Cost Tracker

Helps users manage and track spending across unlimited AI services and subscriptions with a privacy-focused dashboard, storing all data locally in the browser.

While Token Police focuses on monitoring remaining usage and providing trend analysis for AI coding tools, AI Cost Tracker requires manual input of monthly costs and focuses more on overall spending rather than real-time quota monitoring for specific AI services.

2
LLM Token Watcher

Estimates token usage across major LLMs like Claude, ChatGPT, Gemini, and Deepseek, and allows users to group conversations into projects for combined token analysis.

Token Police monitors remaining usage and provides trend analysis for various AI coding tools. LLM Token Watcher focuses specifically on estimating token usage across multiple LLMs, which is a core component but not the full scope of quota monitoring.

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