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Page Agent

Alibaba's open-source, in-page JavaScript framework that gives any web page its own natural-language GUI agent with one script.

Starting at$0 (self-hosted)
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In Plain English

Alibaba's open-source in-page JavaScript framework for adding a natural-language GUI agent to any web page.

OverviewFeaturesPricingUse CasesLimitationsFAQ

Overview

Page Agent (PageAgent) is an open-source (MIT) framework from Alibaba that puts a GUI agent directly inside any web page. With a single in-page JavaScript include, or an npm install, any web application gets its own AI agent that users can control with natural-language commands such as 'Click the login button.' Unlike most web-automation approaches, Page Agent needs no browser extension, no Python, and no headless browser, and it does not rely on screenshots or multi-modal LLMs. Instead it uses text-based DOM manipulation, so it works with most mainstream text models, including locally deployed ones, and requires no special permissions. This makes it lightweight and easy to embed. For builders and product teams, the primary use cases are shipping a SaaS AI copilot inside your product in just a few lines of code without a backend rewrite, smart form filling that turns 20-click workflows in ERP, CRM, and admin systems into a single sentence, and accessibility, letting users operate any web app through natural language, voice commands, or screen readers. Developers bring their own LLM by passing a model name, base URL, and API key (the docs show examples with Alibaba's Qwen via the DashScope compatible endpoint), and there is a free demo LLM for technical evaluation. An optional Chrome extension extends an agent's reach across multiple browser tabs for multi-page tasks. Page Agent also ships an MCP Server (Beta) that lets external agent clients control the browser via the Model Context Protocol, so your own agents can drive the page from outside. The project builds on the open-source browser-use project and is designed for client-side web enhancement rather than server-side automation. It is distributed on npm with TypeScript support and a Chrome Web Store extension.

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Editorial Review

Page Agent embeds a natural-language GUI agent inside any web page with one JavaScript include, using text-DOM manipulation instead of screenshots so it works with cheap text-only LLMs (including local models). One-line integration, MCP Server (Beta), and TypeScript-first make it a strong fit for SaaS copilots and accessibility. Not for server-side scraping.

Key Features

  • •In-page JavaScript agent
  • •Text-DOM operation without screenshots
  • •Bring-your-own LLM
  • •Chrome extension for multi-page tasks
  • •MCP Server (Beta)
  • •TypeScript support

Pricing Plans

Open Source

$0 (self-hosted)

  • ✓MIT licensed, distributed via npm and CDN
  • ✓One-line in-page JavaScript integration, no extension or backend needed
  • ✓Bring your own LLM (works with mainstream and local text models)
  • ✓Optional Chrome extension for multi-page tasks and MCP Server (Beta)
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Best Use Cases

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Shipping an in-product SaaS AI copilot in a few lines of code

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Smart form filling for ERP, CRM, and admin systems

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Making web apps accessible via natural language and voice

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Extending web agents across browser tabs and via MCP

Limitations & What It Can't Do

We believe in transparent reviews. Here's what Page Agent doesn't handle well:

  • ⚠Text-DOM only — can't reason about visually-rendered content not in the DOM
  • ⚠Not for server-side scraping or headless automation
  • ⚠MCP Server is still Beta

Pros & Cons

✓ Pros

  • ✓Text-DOM approach works with cheap text-only LLMs and local models — no vision-model bill
  • ✓One-line integration is genuinely one line; embeds without a backend rewrite
  • ✓MCP Server (Beta) is unusual for in-page agents and opens up external orchestration

✗ Cons

  • ✗Text-DOM only — can't reason about visually-rendered content that isn't in the DOM (canvas apps, some SPAs)
  • ✗Not intended for server-side scraping or headless automation — use Playwright/Puppeteer for that
  • ✗MCP Server is still Beta as of mid-2026, so expect API changes

Frequently Asked Questions

How much does Page Agent cost?+

Page Agent pricing starts at $0 (self-hosted). They offer a single pricing plan.

What are the main features of Page Agent?+

Page Agent includes In-page JavaScript agent, Text-DOM operation without screenshots, Bring-your-own LLM and 3 other features. Alibaba's open-source, in-page JavaScript framework that gives any web page its own natural-language GUI agent with one script....
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Quick Info

Category

agent-infrastructure

Website

github.com/alibaba/page-agent
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