Your AI Agent Deserves a Tool Harness, Not a Wild West
How we built a proxy-driven, benchmark-validated ecosystem for LLMs, and why your company's MCP servers and SKILLS should come with unit tests
May 31, 202614 min read

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Articles tagged with #token-optimization
How we built a proxy-driven, benchmark-validated ecosystem for LLMs, and why your company's MCP servers and SKILLS should come with unit tests

I enabled 4 MCP servers and forgot about them. The bill says $515/month.

A data-driven breakdown of token costs across CLI, skill files, Native MCP, and Gateway patterns, and a decision framework for choosing the right tool architecture.
