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MiniMax launches the all-modal command-line tool MMX-CLI, designed specifically for AI agents

Project Progress

2026-04-09 03:35:46

Gate News message, April 9, MiniMax released a new product MMX-CLI, a fully multimodal command-line tool designed specifically for AI Agents, aiming to let Agents conveniently and reliably call MiniMax’s various AI capabilities. The product’s design goal is to let Agents use MiniMax’s different capabilities in the most natural way—“execute commands, get results”—so they can complete complex automated workflows in Agent environments such as Claude Code and OpenClaw. This toolset integrates MiniMax’s fully multimodal model capabilities, and Agents can call it via the command line. Meanwhile, to address the issues that ordinary command-line tools can easily encounter in Agent automation environments, MMX-CLI makes three key design choices: output isolation and a pure data mode (send human-friendly information such as progress bars to the standard error stream, while the standard output stream provides only clean file paths or JSON data to prevent interfering with an Agent’s parsing); semantic status codes (assign distinct exit codes for different failure types such as authentication failure and parameter errors, so the Agent can determine the error type without parsing text and decide whether to retry); non-blocking and asynchronous task control (if parameters are missing, it reports an error and exits directly to avoid tasks hanging; it provides a --async flag to support asynchronous mode, allowing the Agent to submit long-running tasks and process other transactions in parallel).

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