Lessons from building an MCP server whose tools cost real money

eminbudak · reddit · 2026-11-08

A Wiro AI developer shares lessons from building an MCP server whose tools spend real money (running image/video models, starting workflows, deploying agents). Since the caller is a model — and models retry, guess, and misread replies — their rules:

Open source at github.com/wiroai/Wiro-MCP.

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