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QClaw is Tencent PC Manager's locally-deployed AI assistant, built on the open-source OpenClaw framework. It runs on your own machine, integrates natively with WeChat and QQ, and stores all data locally β no cloud uploads required. Best for heavy WeChat/QQ users who prioritise data privacy. For smartphone-first use, consider DuClaw. For multi-device cloud sync, consider ArkClaw.
Background OpenClaw vs QClaw
OpenClaw is the open-source AI agent framework that took off in early 2026. It lets a large language model actually operate your computer β opening files, controlling browsers, running commands β not just generate text. The original requires terminal setup, your own API keys, and manual configuration.
QClaw is Tencent PC Manager's production-ready version: they packaged the runtime, bundled Chinese AI models (Kimi, MiniMax, DeepSeek), created one-click installers for Windows and Mac, and built direct WeChat/QQ channels on top. No terminal required.
Think of it this way: OpenClaw is the engine. QClaw is the fully assembled car β Chinese dashboard, WeChat already wired in, no assembly needed.
Core features What QClaw actually does
WeChat & QQ remote control
Send a WeChat message from your phone, and QClaw executes tasks on your desktop in real time β file operations, browser control, anything you configure.
Local file management
Organise, summarise, rename, or search files using natural language. Reads and writes directly to your local filesystem.
Persistent memory
Remembers your preferences and work patterns across sessions β adapts to you over time rather than starting fresh every conversation.
Skill ecosystem
Install capability packs from the Skill marketplace: writing, coding, productivity, social media β Chinese-language search supported.
Right fit? Who should use QClaw
β Great fit if you β
Use WeChat or QQ heavily Β· Want all data on your own machine Β· Need a no-terminal install Β· Prefer a Chinese-first desktop AI assistant
Current status Beta availability
QClaw is currently in invite-only beta under Tencent PC Manager. Features, pricing, and availability are subject to change. All content on this site is based on publicly available information β treat the official channels as authoritative.