OpenClaw

真正会做事的 AI

Agent

https://openclaws.io/zh/

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In-depth Report

OpenClaw is currently the most popular open source AI agent tool in the world. Its GitHub stars have exceeded 360,000, ranking among the top open source projects in the world. It is called "Linux for AI agents" in the industry and can actually perform tasks rather than just hold conversations - it can automatically clean emails, repair code, manage files, control browsers, send messages, and automate workflows across 30+ platforms such as WhatsApp, Telegram, Discord, Slack, Signal, iMessage, and more. OpenClaw was founded by Austrian programmer Peter Steinberger in 2025. It runs on the user's own computer (Mac, Windows, Linux). Data does not leave the computer and privacy is guaranteed. Supports access to Anthropic Claude, OpenAI GPT series, and local models through Ollama. In February 2026, founder Peter Steinberger joined OpenAI to be responsible for personal agent research and development, marking this open source tool's highest recognition in the industry.
The story of OpenClaw begins in early 2025, with the founder being Austrian programmer Peter Steinberger. He graduated from the Technical University of Vienna in computer and information science. He started programming at the age of 14 and founded the PDF processing technology company PSPDFKit in 2011. He retired in 2021 after selling the company to Insight Partners for about €100 million, after falling into a slump and undergoing psychotherapy. In April 2025, Steinberger began to build the AI Agent product, initially named Clawdbot, later renamed Moltbot due to the Anthropic trademark dispute, and finally named OpenClaw. In June 2025, he founded the company Amantus Machina to continue developing the product. Steinberger proposed the "Agentic Engineering" development philosophy and believes that AI agents will eliminate 80% of mobile applications. On February 16, 2026, the founder of OpenClaw officially joined OpenAI and is responsible for promoting the research and development of the next generation of personal intelligence. In March 2026, OpenClaw received investment from Anthropic, and the product entered a new stage of development. In terms of technical architecture, OpenClaw is written in TypeScript, adopts a modular design, and supports the MIT open source protocol.
The core functions of OpenClaw revolve around the goal of "really doing things" and are fundamentally different from traditional chatbots. Local running capability: OpenClaw runs on your computer and supports operating systems such as macOS, Windows, and Linux. Data is completely stored locally and is not uploaded to the cloud, so privacy is guaranteed. Users can quickly configure through `openclaw onboard --install-daemon`, which supports one-click installation script to automatically configure Node.js, Python and command line tools. Multi-messaging platform access: Connect to mainstream platforms such as Discord, Google Chat, iMessage, Signal, Slack, Telegram, WebChat, and WhatsApp through a single Gateway. The built-in plug-ins also support dozens of platforms such as Feishu, LINE, Matrix, Mattermost, Microsoft Teams, Nextcloud Talk, QQ Bot, Synology Chat, Twitch, Zalo, etc. Supports private and group chats, with mention-based activation or pairing mechanisms to ensure security. AI model support: Supports 35+ model providers, including Anthropic Claude, OpenAI GPT series, Google Gemini, etc. Intelligent context and memory: AI can remember context and understand user habits. The longer it is used, the better the cooperation will be. Browser automation: You can automatically browse web pages, fill out forms, and capture data, freeing your hands. System permission control: Users can control permissions to read and write files, run commands, and execute scripts. Skill expansion ecology: Users can use the skills made by the community or write new skills by themselves. Multimedia capabilities: supports input and output of pictures, audio, video, and documents. Cross-platform apps: Provides Web Control UI, macOS menu bar app, iOS and Android nodes.
OpenClaw's software itself is completely free and open source, licensed under the MIT license, with no hidden fees or subscription requirements. Users only need to pay the API call cost of the AI model. There is currently no official paid service or cloud version.
Positive reviews mainly focus on the two dimensions of powerful functions and privacy protection. Users recognize its ability to "really do work" - tasks such as cleaning up mailboxes, managing calendars, and running scripts can be done directly in WeChat and Telegram. Zhihu users reported that "After two weeks of intensive use, this AI tool has subverted my workflow." There are a large number of deployment tutorials and practical sharing in the Chinese community. User feedback focuses on actual benefits such as "the data does not leave the local machine", "cross-platform unified management is convenient" and "automation efficiency is significantly improved". Negative Feedback: Security risks are a primary concern - in early 2026, 40,214 OpenClaw instances were found to be exposed globally. The entry barrier is relatively high and not friendly enough to non-technical users.
Reviews of OpenClaw in the tech press have generally been very positive. The seminar hosted by Tencent Cloud TVP brought together a number of industry experts to discuss topics such as AI-Native organizational transformation and Agent security governance. In March 2026, OpenClaw topped the GitHub hot list, surpassing Linux with 319,000 stars. In terms of competitive product comparison, similar tools include Agent GPT, LangChain, and AutoGPT. OpenClaw's differentiated advantages lie in local deployment to ensure privacy, unified access to multiple platforms, mature workflow engine, and rich skills ecosystem.
Security exposure risks are the primary point of contention: In 2026, security researchers discovered that 40,214 OpenClaw instances were exposed on the public network around the world. Trademark dispute with Anthropic: In 2025, the product was forced to change its name due to an Anthropic trademark dispute. Founder's account suspension: In April 2026, founder Peter Steinberger's Claude account was briefly suspended by Anthropic due to "suspicious activity." Chinese Social Media Scam: In March 2026, the founder publicly spread rumors that he had never registered a Chinese social media account such as Weibo.
OpenClaw is best suited for the following groups: individual users and developers who need to automate daily tasks, businesses and individuals who value data privacy, teams who need to uniformly manage work across multiple messaging platforms, and technical users who want to create personalized AI assistants. People who are not suitable include: non-technical ordinary users who pursue an out-of-the-box GUI experience, enterprises that require complete technical support services, and users who are unfamiliar with security configurations. Usage recommendations: For first-time deployment, it is recommended to read the official documentation carefully; enable the matching mechanism to ensure safety; start by selecting mature skills from the community skills market.
Over the past year or so, OpenClaw has established itself as the benchmark for AI agent tools with its differentiated positioning of “really doing things” and its open source and free strategy. 360,000 GitHub stars, 30+ platform support, and 35+ model access, these numbers prove the existence of market demand and the core value of the product. Milestones such as the founder joining OpenAI and receiving investment from Anthropic have further verified its technical strength. However, OpenClaw faces challenges such as security exposure risks, high entry barriers, and lack of official enterprise support. For most users, OpenClaw is still the best starting point to experience the capabilities of AI agents, especially for developers and small teams with strong technical backgrounds, emphasis on privacy, and automation needs.

User Reviews

PGomez_2024

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2026最新版OpenClaw体验确实比之前好太多，汉化效果出乎意料的完整，安装配置也简化了不少。推荐用 Opus 4.7 做主力模型，响应速度和理解能力都比较均衡。

APrice_Pro

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用了一周，把工作流全迁到 OpenClaw 上了。自动汇总 GitHub 更新、论坛监控、笔记归档，比传统自动化工具好用太多。数据不出本机这点很放心。

Hannah.LopezZ

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入门确实有门槛，建议先看官方文档再动手。配置好的情况下，自动化效率提升显著。

JamesWatson

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YYDS！彻底回不去了，传统的自动化脚本可以删了。

علی رضاسلطانی نژاد

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中英文混排的体验有点割裂感，希望后续版本能优化。功能强大是真的强大。

NOhof

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之前 33 万星标的时候就在关注，现在都 36 万了，终于上手体验了一把。跨平台统一管理确实方便，微信、Telegram、Slack 都能一个界面搞定。

BrendaCastillo_202332

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免费版够用，但想稳定运行还是得花点 API 钱。轻度使用的话每月 10-30 美元可以搞定。

LIedw

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安全问题是首要关注点，全球 4 万多个暴露实例的新闻看了有点慌，配置时一定要启用配对机制！

CarolynSullivan16862

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对比了 QClaw、AutoClaw 还是原版最香，生态成熟度不是一个量级的。

xShivaniVoorbij_2024

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技能市场太好用了，很多现成的自动化技能可以直接导入，省了自己写的时间。

Sean_Green_Plus

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高强度使用两周，这个 AI 工具彻底颠覆了我的工作流。强烈推荐！

et8ivjkl4c

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唯一不太满意的是对非技术用户不太友好，配置过程需要一定的技术基础。

Mason.Peterson_2021

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装了 4.5 版本，中文界面终于舒服了。新增的视频生成功能很实用。

Ethan_James_Plus

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用 Ollama 接入本地模型效果也不错，省 API 费用。

AkashAdminSchmidt

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这波热度确实高，33 万星标不是吹的。实测一周，清理邮箱、管理日历自动化流程跑通了，效率提升明显。

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