大多数自动化平台一遇到没有提供干净 API 的工具就撞墙了。Notion 的数据库 API 略过了一半的 block 类型。Reddit 的 API 如今是企业级定价。你的银行、你的薪资系统、你孩子学校的门户网站：它们压根就没有 API。
Browser Control 是那个万能的逃生口。在幕后，MoClaw 会在一个沙箱化的云会话中启动一个真实的 Chromium 实例。模型看到渲染后的页面（DOM 和截图），推理出下一步该点哪里，然后像真人一样精确地驱动光标。当你登录一次后，会话会为下次保留 cookie，这样 AI 就不必每次运行都向你索要密码。
在以下情况使用它：你在意的某个工具没有 API、API 被锁在付费档位之后，或者 API 缺了你真正需要的那一个字段。当存在干净的 API 时就别用它，因为 Browser Control 比直接调用端点更慢、也更脆弱。当两者都可用时，MoClaw 会自动选择正确的方式。
可以直接复制到 Browser Control 的真实 prompts。
发送 prompt 后实际会发生什么。
“登录我的 Amazon 订单页面，告诉我最近一笔订单什么时候发货。”
MoClaw 会做什么
回复：“你的 iPhone 16 手机壳将在 3 月 5 日周三经由 UPS 发货。Tracking 1Z999AA10123456784。预计 3 月 7 日周五晚 8 点前送达。”
“盯着这个拍卖页面，一旦出价跌破 $200 就立刻在 Telegram 上通知我。”
MoClaw 会做什么
轮询 4 小时后，你收到一条 Telegram 消息：“出价现在是 $195。拍卖将在 12 分钟后结束。打开页面。”监视器会自动取消，这样你就不会收到重复提醒。
“找出我这个月在 r/programming 发过的每一条评论，并总结它们所在的讨论帖。”
MoClaw 会做什么
返回一个有 14 行的表格：讨论帖标题、你的评论、讨论最终得出的结论。你可以追问，比如“只给我看那些我的评论是最高赞回复的”。
用户会在 MoClaw 上用 Browser Control 自动化的工作流。
Set up recurring browser tasks, file workflows, research, and reports on a cloud computer without pretending private apps are connected first.
Describe what to monitor. MoClaw runs the browser job, saves CSVs, and alerts on drops.
Hand repetitive browser work, uploaded files, research, and weekly admin tasks to an AI agent running on its own cloud computer.
Paste competitor URLs. MoClaw reads each page, builds a side-by-side table, and writes a teardown.
MoClaw builds a working picker app with votes, filters, and a spin, then tests it before you download the file.
Run agent workflows in the cloud. SKILL.md compatible. Draft the workflow first, then connect delivery when you are ready.
这些团队常在 MoClaw 工作流里使用 Browser Control。
SaaS, Shopify/Etsy, bootstrappers
SaaS, Shopify/Etsy, bootstrappers
Managers, operators, recruiters, consultants
Managers, operators, recruiters, consultants
Content, growth, and brand teams
Content, growth, and brand teams
SDRs, AEs, and founders who sell
SDRs, AEs, and founders who sell
Indie hackers and agent builders
Indie hackers and agent builders
PMs turning scattered signal into decisions
PMs turning scattered signal into decisions
Recruiters, talent acquisition, people ops
Recruiters, talent acquisition, people ops
Finance teams, FinOps, and ops managers
Finance teams, FinOps, and ops managers
Support and customer success teams
Support and customer success teams
Academics, market and policy analysts
Academics, market and policy analysts
Teachers, instructors, curriculum designers
Teachers, instructors, curriculum designers
关于价格、隐私和限制的快速回答。
更深入了解 Browser Control 与 AI 自动化的指南。
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