sample-agentic-ai-web

Overview

This repository provides a comprehensive implementation of an MCP server for web automation using Amazon Bedrock with Anthropic Claude and Amazon Nova models. It demonstrates a progressive approach to building sophisticated web automation capabilities, from basic API calls to advanced features like vision-based element interaction, form submission, and conversation history management. The implementation leverages FastMCP framework for structured tool definitions and proper resource lifecycle management.

Try asking AI

After installing, here are 3 things you can ask your AI assistant:

• navigate

  Navigate to a specified URL using Playwright

  Try:Go to amazon.comTry:Navigate to google.com
• screenshot

  Capture screenshots of web pages

  Try:Take a screenshot of the current pageTry:Capture the visible area
• ask_human

  Ask the user questions during execution

  Try:Ask the user which product they preferTry:Get confirmation from the user
• click

  Click on elements based on visual analysis

  Try:Click on the search buttonTry:Click on the product image
• type

  Type text into previously clicked elements

  Try:Type 'laptop' into the search fieldTry:Enter my email into the form
• scroll

  Scroll up or down to see more content on long pages

  Try:Scroll down to see more resultsTry:Scroll up to the top of the page
• write_file

  Save search results and findings to markdown files

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

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Installation

# Clone the repository
git clone https://github.com/aws-samples/sample-agentic-ai-web.git

cd sample-agentic-ai-web

# Install dependencies
pip install -r requirements.txt

# Run the MCP server
python 10-mcp-server.py

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

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