One zero-dependency CLI for all your MCP tools and agent skills. 99.2% fewer tokens on tool discovery, one config for every agent, nothing pre-installed. | 一个零依赖 CLI,管所有 MCP 工具和 Agent 技能。工具发现省 99.2% token,一份配置通吃所有 Agent,原生不预装。227KB,纯 Python 标准库。
GCF Python implementation. 100% LLM comprehension on every frontier model. 50-92% fewer tokens than JSON. 43B+ round-trips verified. Zero dependencies.