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AI TokenScope

Know exactly what your team is using Claude for

SaaS
Developer Tools
Artificial Intelligence
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Hunted byAlexandre De Lima EstevesAlexandre De Lima Esteves

Your team is using Claude. Your Anthropic bill is a black box. - AI TokenScope drops in as a proxy — one env variable change, no code rewrites. Every request is logged, scored for relevance to the project it's supposed to serve, and tracked by team, department, and cost center. Budgets are enforced at the proxy level, not discovered after the invoice. - Real-time dashboard, full audit log, and board-ready cost reports. Free plan included.

Top comment

I'm Alexandre, a Software Architect with 25 years in fintech and cloud infrastructure. I built AI TokenScope because every team adopting Claude API hits the same wall: one shared API key, no project attribution, no budget controls, and a surprise bill at month-end. Every CFO asks "what are we getting for this AI spend?" — and nobody can answer it. TokenScope sits between your code and Anthropic's API. Your developers swap one URL and one key — nothing else changes. You instantly get spend visibility by project and team, relevance scoring on every prompt, budget enforcement before it hits Anthropic, and a full audit log. Free tier — 1 project, 3 users, no credit card required. Would love to hear from anyone running Claude in production — what's your biggest pain point with AI costs right now?

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About AI TokenScope on Product Hunt

Know exactly what your team is using Claude for

AI TokenScope was submitted on Product Hunt and earned 5 upvotes and 1 comments, placing #94 on the daily leaderboard. Your team is using Claude. Your Anthropic bill is a black box. - AI TokenScope drops in as a proxy — one env variable change, no code rewrites. Every request is logged, scored for relevance to the project it's supposed to serve, and tracked by team, department, and cost center. Budgets are enforced at the proxy level, not discovered after the invoice. - Real-time dashboard, full audit log, and board-ready cost reports. Free plan included.

AI TokenScope was featured in SaaS (43k followers), Developer Tools (515.4k followers) and Artificial Intelligence (473.1k followers) on Product Hunt. Together, these topics include over 229.4k products, making this a competitive space to launch in.

Who hunted AI TokenScope?

AI TokenScope was hunted by Alexandre De Lima Esteves. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.

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