Overview
MiMo Claw is the official version of the intelligent agent released by Xiaomi on June 16, 2026 (the beta phase was opened as early as April). It is powered by Xiaomi's self-developed **MiMo-V2.5-Pro** flagship model and built on the **OpenClaw** framework. It is part of Xiaomi's "MiMo Trio (Claw / Code / Pro)" and is designed for **general knowledge work scenarios**—not a programming agent, but a "**versatile intelligent agent that uses tools**." It deeply integrates the full suite of **Kingsoft Office capabilities** (WPS Writer / Spreadsheets / Presentation / PDF), covering everyday office tasks such as document processing, data analysis, content creation, and information organization.
Two key differentiating metrics: **thousands of consecutive tool calls in a single session** (industry-leading) + **MTP three-layer decoding architecture** (improving end-to-end task reasoning throughput by approximately 3 times); **million-level ultra-long context**—a benefit from the deep adaptation between the MiMo-V2.5-Pro flagship model and the OpenClaw framework. **7×24 cloud hosting** eliminates the need for local deployment.
Pricing is very affordable: **Free users get 4 hours daily + all core features**; subscription tiers introduce **TokenPlan layered subscriptions** to meet different usage needs—making it one of the cheapest flagship tiers among domestic agents.
Key Features
- Thousands of Consecutive Tool Calls: Thousands of consecutive tool calls in a single session, reflecting the long-range capability of the OpenClaw framework + MiMo-V2.5-Pro
- Full Integration with Kingsoft Office: Deeply integrates the full capabilities of WPS Writer / Spreadsheets / Presentation / PDF, with document processing as the core out-of-the-box scenario
- MTP Three-Layer Decoding Architecture: Leveraging MTP three-layer decoding technology, it improves end-to-end task reasoning throughput by approximately 3 times in OpenClaw standard agent workflow tests
- Million-Level Ultra-Long Context: Equipped with a long-context memory scheduling architecture, suitable for long-chain complex tasks, effectively reducing context loss and logic breaks in multi-step tasks
- MCP Standard Protocol: Supports the MCP tool invocation protocol, natively compatible, requiring no additional prompt engineering configuration
- 7×24 Cloud Hosting: No local deployment needed; ready to use via browser or client
- Free Users 4 Hours/Day: Free tier offers 4 hours of daily usage + all core features, with a very low entry barrier
Use Cases
- Smart assistant for heavy users of WPS / Kingsoft Office (batch document processing, spreadsheet data analysis, PPT generation)
- Daily office work for white-collar workers: email drafting, meeting minutes, industry material organization
- Students / Researchers: literature reviews, data aggregation, academic writing assistance
- New media operations: material organization, batch copywriting, cross-platform content adaptation
- First choice for budget-conscious Chinese agent users (cheapest flagship tier domestically)
Pros
- The combination of thousands of consecutive tool calls + full integration with Kingsoft Office is unique domestically
- MTP three-layer decoding architecture improves end-to-end task reasoning throughput by approximately 3 times
- Free 4 hours/day + TokenPlan layered subscription offers the lowest entry barrier among domestic agents
- MiMo-V2.5-Pro flagship model with million-level ultra-long context
- MCP standard protocol ensures ecosystem scalability
- 7×24 cloud hosting, maintenance-free
Pricing
**Free users**: 4 hours of daily usage + all core features. **Subscription tiers**: New TokenPlan layered subscriptions to meet different usage needs; please refer to the official website for specific pricing. **Overseas**: Subscriptions are not yet available.
Summary
MiMo Claw official version is the most noteworthy new product in the domestic general agent track—**thousands of tool calls + full integration with Kingsoft Office + MTP three-layer decoding architecture + million-level ultra-long context + TokenPlan layered subscriptions** make it a top contender in both "Chinese office scenarios" and "budget-friendly for individual users." If you regularly use WPS / Kingsoft Office, MiMo Claw is almost a no-brainer choice; if you do programming, we still recommend the same series' MiMo Code (a domestic alternative to Claude Code); if you engage in intensive research / knowledge work, you can use it in combination with ChatGPT / Claude / Tongyi Qianwen for complementary benefits.