Xiaomi Mobile AI Agent "Xiaomi miclaw" begins limited closed beta testing

Odaily Planet Daily reports that the AI interaction testing product Xiaomi miclaw, built on the Xiaomi MiMo large model, has begun a limited closed beta test today. The testing is invitation-only and not open for public recruitment.

Xiaomi miclaw operates as a system application, encapsulating over 50 system-level tools and ecosystem services. It uses a reasoning-execution cycle engine, where the model autonomously determines the order of tool calls and parameters. The product focuses on verifying the execution capabilities of large models within Xiaomi’s “Smart Ecosystem” covering vehicles, homes, and people. It features a four-layer capability architecture: system-level core abilities, personal context understanding, ecosystem connectivity, and self-evolution.

In terms of ecosystem connectivity, Xiaomi miclaw has implemented a complete MiJia protocol client, allowing control of connected IoT devices within MiJia with user authorization. It also supports MCP protocol and third-party application SDK integration. For self-evolution, the product has four meta-capabilities: file-level memory, sub-agent creation, MCP service configuration, and sandbox script execution. It can autonomously build memory systems and expand its toolset.

Xiaomi notes that the product is still being optimized for stability, power consumption, and success rate in complex scenarios. Users are advised to back up data beforehand and conduct tests in controlled environments.