不用折腾部署 OpenClaw,我用 MiniMax Agent 一键养「龙虾」,还拍了个短剧

· · 来源:tutorial热线

This project was inspired by Kagan Yilmaz's analysis of CLI vs MCP token costs and his work on CLIHub. His observation that CLI-based tool access is dramatically more token-efficient than native MCP injection was the spark for mcp2cli. Where CLIHub generates static CLIs from MCP servers, mcp2cli takes a different approach: it reads schemas at runtime, so there's no codegen step and no rebuild when the server adds or changes tools. It also extends the pattern to OpenAPI specs — any REST API with a spec file gets the same treatment.

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"We have normalized surveillance and data collection, which is not normal and actually very, very terrifying," said Dominique Demetz, Gen Z For Change creative director and one of the coders of the project. Demetz explained that the Eyes on AI tool, which feels almost like being inducted (and subsequently rejected) from a top secret spy agency, is intended to unsettle you.

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杨勇,专栏作家,多年从业经验,致力于为读者提供专业、客观的行业解读。

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