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CLI-Anything is a pioneering platform dedicated to seamlessly transforming any traditional software into "agent-native" tools, enabling direct and efficient control by AI Agents. By building flexible Command Line Interfaces (CLIs), it effectively bridges the gap between AI and the vast global software ecosystem, empowering agents like Pi, OpenClaw, and Claude Code to autonomously operate diverse applications. The central CLI-Hub offers a unified mechanism for discovering, installing, and managing community-contributed CLI harnesses across productivity, development, creativity, and gaming. With rigorous testing, multi-source installation support, and JSON/human-readable output, CLI-Anything empowers AI Agents to automate complex workflows and produce rich, real-world outcomes.