sample-agentic-ai-web

概述

这个仓库提供了一个完整的 MCP 服务器实现，用于使用 Amazon Bedrock 与 Anthropic Claude 和 Amazon Nova 模型进行网页自动化。它展示了从基本 API 调用到高级功能的渐进式开发方法，包括基于视觉的元素交互、表单提交和对话历史管理。实现使用 FastMCP 框架进行结构化工具定义和适当的资源生命周期管理。

试试问 AI

装完之后，这里有 3 个你可以让 AI 做的事：

• navigate

  Navigate to a specified URL using Playwright

  试试:Go to amazon.com试试:Navigate to google.com
• screenshot

  Capture screenshots of web pages

  试试:Take a screenshot of the current page试试:Capture the visible area
• ask_human

  Ask the user questions during execution

  试试:Ask the user which product they prefer试试:Get confirmation from the user
• click

  Click on elements based on visual analysis

  试试:Click on the search button试试:Click on the product image
• type

  Type text into previously clicked elements

  试试:Type 'laptop' into the search field试试:Enter my email into the form
• scroll

  Scroll up or down to see more content on long pages

  试试:Scroll down to see more results试试:Scroll up to the top of the page
• write_file

  Save search results and findings to markdown files

  试试:Write the search results to a report.md试试:Save the findings to documentation.md

可对比工具

安装

# 克隆仓库
git clone https://github.com/aws-samples/sample-agentic-ai-web.git

cd sample-agentic-ai-web

# 安装依赖
pip install -r requirements.txt

# 运行 MCP 服务器
python 10-mcp-server.py

{
  "mcpServers": {
    "bedrock-web-tools": {
      "command": "python",
      "args": ["10-mcp-server.py 的路径"]
    }
  }
}

sample-agentic-ai-web 对比