What is Xiaomi MiMo Claw
Xiaomi MiMo Claw is a cloud-based lightweight AI Agent product launched by Xiaomi, deeply adapted to the OpenClaw framework and equipped with the MiMo-V2.5-Pro flagship model, natively supporting the MCP tool-calling protocol and million-level ultra-long context. The product integrates with the Kingsoft Office ecosystem to deliver a one-stop closed loop of AI generation, preview, and editing for Word, Excel, PPT, and PDF.
Main features of Xiaomi MiMo Claw
- Flagship model and Agent kernel: Equipped with the MiMo-V2.5-Pro flagship model, natively adapted to the OpenClaw framework and the MCP tool-calling protocol, with built-in skill semantic parsing capabilities.
- Ultra-long context memory scheduling: Supports million-level ultra-long context memory scheduling, adapted to long-chain complex tasks, with a single session able to execute more than a thousand consecutive tool calls.
- MTP three-layer decoding architecture: Relying on the MTP three-layer decoding architecture, full-chain inference throughput efficiency is increased by about 3 times in standard Agent workflow tests.
- Kingsoft Office ecosystem integration: Integrates with the Kingsoft Office ecosystem, supporting the four mainstream formats Word, Excel, PPT, and PDF, covering over 95% of document types.
- Full-process closed-loop service: Provides a full-process closed-loop service of AI intelligent generation, high-definition online preview, and real-time online editing, with no need to jump to third-party platforms.
- Custom instructions and template creation: Supports custom instruction creation and one-click generation from built-in templates, enabling rapid production of standardized documents and web content.
- Multi-channel task management: Integrates multi-channel message connectivity, file management, parallel multitasking, exception repair, and background task resumption.
- Flexible TokenPlan subscription: Compatible with stacking all tiers of TokenPlan packages, supporting flexible purchase of Lite / Standard / Pro / Max.
How to use Xiaomi MiMo Claw
- Create a dedicated Agent: Visit theXiaomi MiMo Studio official website and click Create Now to generate a personal dedicated cloud Agent.
- Natural language interaction: Enter instructions in the dialog box to directly execute document generation, data analysis, or content creation tasks; press Shift + Enter to insert a line break for multi-line input.
- Kingsoft Office document processing: Click the Kingsoft Office entry, select the Word, Excel, PPT, or PDF type, and generate and preview/edit online with one click via recommended instructions or built-in templates.
- Skills and task management: View built-in capabilities through the skills panel, receive multi-platform notifications via message channels, and let background tasks support checkpoint resumption and intelligent autonomous error correction.
- Subscription service upgrade: Subscribe to a TokenPlan package on MiMo Platform or MiMo Studio; checking the MiMo Claw service adds high-tier compute power and 7×24h exclusive benefits.
Core advantages of Xiaomi MiMo Claw
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Deep adaptation of the flagship model: MiMo-V2.5-Pro is the official preset model for OpenClaw, enabling efficient tool calling without additional prompt engineering.
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Closed-loop office ecosystem: Deep integration with Kingsoft Office enables a one-stop closed loop of document generation, preview, and editing, with no platform switching required.
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Stable ultra-long context: The million-level context memory scheduling architecture effectively reduces logical breaks and information loss in multi-step tasks.
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Controllable compute costs: On the ClawEval benchmark, Pass³ reaches 63.8%, and Token consumption for equivalent tasks is reduced by about 40%-60% compared with similar products.
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Generous free benefits: The daily trial duration for free users has been increased from 1 hour to 4 hours, with all core features open to meet light office needs.
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Worry-free cloud hosting: Fully cloud-based 7×24h operation, does not occupy local resources, supports background continued running and intelligent autonomous error correction, lowering the barrier to use.
Comparison of Xiaomi MiMo Claw with similar competitors
| Comparison dimension | Xiaomi MiMo Claw | Tencent QClaw |
|---|---|---|
| Underlying framework | Deep official adaptation of OpenClaw | Based on a minimalist wrapper of OpenClaw |
| Core model | MiMo-V2.5-Pro (MTP three-layer decoding) | Specific model not disclosed |
| Interaction entry point | Web / MiMo Studio | WeChat mini program "QClaw Manager" |
| Office ecosystem | Kingsoft Office full-chain closed loop (AI generation/preview/editing) | Supports WeChat file transfer, office closed loop not specified |
| Deployment method | Fully cloud-hosted, no local configuration required | Remote control of a local computer |
| Free benefits | 4 hours of trial per day, all features open | Invitation code + free quota (specifics not specified) |
| Subscription model | TokenPlan tiered subscription (from 14.9 yuan/month) | Not explicitly disclosed |
| Core features | Ultra-long context, Token cost optimization, background continued running | Inspiration Plaza, deep integration with the WeChat ecosystem, minimalist three-step operation |
Application scenarios of Xiaomi MiMo Claw
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Workplace office: One-click generation of project report PPTs, data analysis Excel or contract Word documents, with direct online editing and finalization.
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Content creation: Quickly produce creative content such as news summary daily reports, script writing, and web design based on built-in templates.
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Learning assistance: Generate reading notes, training courseware, and academic reports, supporting PDF material organization and multi-format export.
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Development efficiency: Use Agent to perform development assistance work such as code analysis, file management, and multi-task parallelism.
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Remote collaboration: Through cloud-based 7×24h hosting and background continued running, enable asynchronous execution and result synchronization of cross-time-zone tasks.