tokentap

Real-time terminal dashboard intercepting LLM API traffic to track token usage, cost, and context window.

Desktopfreeglobal

An open-source desktop proxy that intercepts LLM API traffic and provides a live terminal dashboard showing real-time token usage, estimated cost, and context-window consumption. Tokentap is aimed at developers using LLM CLI tools and AI engineers who need immediate cost visibility and prompt-debugging during local sessions; it can be self-hosted and is available free under an MIT license.

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Full match profile

Behind the summary, Matchbox keeps a richer profile of tokentap - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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