Xiaomi’s Large Model Team has just unveiled the official version of its cloud-based, lightweight agent product—MiMo Claw. Leveraging the OpenClaw framework and powered by the cutting-edge MiMo-V2.5-Pro flagship model, MiMo Claw seamlessly integrates with the Kingsoft Office ecosystem. The product introduces innovative features, including comprehensive document processing capabilities and agent tool invocation. It supports the MCP tool call protocol and ultra-long context processing, facilitating over a thousand consecutive tool calls in a single session. In the ClawEval benchmark assessment, MiMo Claw achieved a task success rate (Pass³) of 63.8%. Notably, under identical task conditions, it reduced token consumption by 40% to 60% compared to certain similar products. Additionally, Xiaomi has enhanced the offerings for free users and revamped its subscription model. Free users can now enjoy extended single-session durations of up to 4 hours per day, with full access to all core features. Simultaneously, a tiered TokenPlan subscription service has been introduced, allowing users to stack different packages. Currently, there are limited-time promotional offers available. However, subscription services are not yet accessible overseas.