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AI TokenScope
Know exactly what your team is using Claude for
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.
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?
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.
On the analytics side, AI TokenScope competes within SaaS, Developer Tools and Artificial Intelligence — topics that collectively have 1M followers on Product Hunt. The dashboard above tracks how AI TokenScope performed against the three products that launched closest to it on the same day.
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.
For a complete overview of AI TokenScope including community comment highlights and product details, visit the product overview.
Alexandre De Lima Esteves