Complete guide to Xiaomi MiMo Claw and its use

If you're passionate about technology, you've probably noticed that it's no longer enough for an AI to answer our questions like a walking encyclopedia. We're now entering the era of agents, tools that not only speak but also act and perform tasks for us. In this scenario, Xiaomi has made a bold move by launching MiMo Claw, a platform that promises to simplify our digital lives to the fullest.

Basically, we're talking about a system that combines the power of the MiMo-V2.5-Pro ​​model with the flexibility of OpenClaw, an open-source framework. What Xiaomi has achieved is packaging all of this into a cloud-based service so that any user can experiment with AI agents without needing a supercomputer on their desk.

What exactly is Xiaomi MiMo Claw?

To put it simply, MiMo Claw isn't your typical chatbot for recipes. It's defined as an artificial intelligence agent , meaning it can take control of your devices and manage files or perform online tasks autonomously. Built on the OpenClaw framework, it goes far beyond simply generating text.

The brains behind all this is the MiMo-V2.5-Pro ​​model. This version is specifically optimized to act as an agent, allowing it to perform real actions instead of simply offering advice. In fact, Xiaomi has boasted about its results in the ClawEval test, where it achieved a 63,8% task success rate, also consuming significantly less token than its competitors, although it's always wise to take official data with a grain of salt.

The technical operation: Cloud power

What makes MiMo Claw so capable is its architecture. Unlike a conventional AI, this system can chain together more than a thousand consecutive calls to various tools in a single session. This prevents the AI ​​from "losing its train of thought" or getting stuck when you assign it a long and complex task that requires multiple logical steps.

Another key feature is its context window, which reaches one million tokens . In layman's terms, this means the AI ​​has a massive short-term memory, capable of processing and recalling enormous amounts of information while working. Furthermore, it natively supports the Model Context Protocol (MCP), which acts as the necessary bridge for the AI ​​to open files, execute code , or search for information online without requiring step-by-step instructions.

Because it's entirely cloud-based, the service operates 24/7. This is a huge advantage because the agent can continue fixing bugs or completing tasks in the background while you're sleeping or doing something else, without consuming your own device's resources.

Synergy with office automation: The agreement with Kingsoft Office

One of the crown jewels of this platform is its integration with Kingsoft Office (also known as WPS Office), which is essentially the Chinese alternative to Microsoft Office or Google Workspace. Thanks to this, MiMo Claw becomes a productivity powerhouse , supporting over 95% of common formats such as PDF, Word, Excel, and PowerPoint.

This allows you to create a closed workflow: the agent can generate a document from scratch, let you preview it in high definition, and edit it in real time , all without leaving the Kingsoft ecosystem. You can even create complex documents with a single click using predefined templates, saving a considerable amount of time on administrative tasks.

How to access and current availability

If you'd like to give it a try, you can access it through the official website at mimo.mi.com. Once there, simply look for the "Use MiMo" section, and you'll find access to MiMo Claw. The interface is available in English and Chinese, and registration is the first step before you can start experimenting with the tool.

Here's the catch: for now, the rollout is gradual and heavily focused on the Chinese market . While the website is accessible, subscriptions and technical support for international users are not yet fully operational. As for pricing, Xiaomi offers up to four hours of free use per day for basic accounts, which is quite generous for those who just want to try out the main features.

For more intensive users, there are TokenPlan plans (Lite, Standard, Pro, and Max), with prices ranging from €1,78 to €30 depending on the plan. However, it's important to note that native integration with WPS Office only works in the Chinese versions of the software , so if you use the European version, you won't see these integrated features.

Advanced developer installation

For those who aren't satisfied with the web interface and want to set up their own environment, it's possible to install OpenClaw locally using Node.js (version 22 or higher). On macOS or Linux systems, this is done using the curl command, while on Windows, PowerShell is used. Once installed, you can configure the Xiaomi model using an interactive wizard or by editing the configuration JSON file .

There are two ways to feed the system: through the Token Plan or via the pay-per-use API. By correctly configuring the API Key and base URL , advanced users can integrate models like mimo-v2.6-pro, leveraging advanced reasoning capabilities and massive context windows to create their own custom bots on channels like Discord or Feishu.

This platform represents a qualitative leap in automation, transforming AI from a simple interlocutor into a true work partner capable of managing document flows and technical processes in the cloud, although its definitive and complete arrival in Europe is still pending data protection regulations.