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TokenWatch: Shared LLM Cost Decisions

TokenWatch turns an AI workload into a clear LLM cost decision. With WebMCP, people and agents share one live calculator to set constraints, compare models, explain trade-offs, and share results.

Core trick

Computes LLM cost per workload from user-set constraints and exposes the same calculator as WebMCP tools for agents.

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