tokenjam

Local dashboard that reads AI agent telemetry, finds token overspending, and suggests concrete fixes.

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TokenJam is a free, open-source, fully local tool that reads telemetry from Claude Code, Codex, or SDK-based AI agents, finds where tokens are being overspent, and suggests concrete fixes in a local browser dashboard, with no cloud or signup required. A companion tool, TokenJam Bench, statistically verifies that a suggested cheaper-model swap actually holds quality against a real task suite before anyone commits to it. It's aimed at developers running AI agents who want to cut real token spend with fixes that are measured, not guessed.

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Full match profile

Behind the summary, Matchbox keeps a richer profile of tokenjam - 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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