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Give your AI assistant a video studio over MCP (and the tool pattern that keeps it from burning your credits)

Most MCP demos read files or query databases. Those tools are cheap and reversible. The interesting design problem starts when a tool spends money : generating a video can cost real credits, and an assistant that calls it in a loop can empty a balance before you notice. This post does two things. F…

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  1. 2026-11-03 22:18 · DEV Community — AI
    Give your AI assistant a video studio over MCP (and the tool pattern that keeps it from burning your credits)

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