soulduse/ai-token-monitor

Description and use

**Project Summary:**
The soulduse/ai-token-monitor is a free, open-source macOS menu bar app that tracks Claude Code token usage and costs, enabling users to build and prototype AI features without starting from scratch. This tool is particularly useful for evaluating model tooling, building RAG (Reusable Agents and Goals) or agent workflows, and prototyping AI capabilities.

**Value:**
The primary value proposition of this project lies in its ability to save time and resources by providing a pre-built solution for tracking token usage and costs, allowing users to focus on developing AI features and workflows.

**Practical Adoption Path:**
To adopt this project, users can follow these steps:

1. **Evaluate and Inspect**: Manually inspect the code and consider the integration signals, metadata, license, security posture, and active maintainers to ensure it aligns with their needs and standards.
2. **Install and Configure**: Install the macOS menu bar app and configure it to track Claude Code token usage and costs.
3. **Prototype and Test**: Use the app to prototype AI features, build RAG or agent workflows, and evaluate model tooling.

**Production Readiness:**
The soulduse/ai-token-monitor project has a medium production readiness score. While it is useful for prototypes

Use in a workflow

soulduse/ai-token-monitor helps add AI capability without starting from a blank model stack.

• prototype AI features
• build RAG or agent workflows
• evaluate model tooling

Limitations and review notes

Medium: useful for prototypes or internal workflows, with dependency and maintenance checks before production.