aws-samples

This repository provides sample code for AWS Managed Control Plane (MCP) servers written in Python. It is designed to assist in automation and workflow construction utilizing AWS functionalities. The sample code is intended for use in real environments, serving as a reference for developers to effectively leverage AWS services.

Sample implementations of AI Agents and MCP Servers running on AWS Serverless compute

Autonomous SWE agent working in the cloud! (a.k.a. Vibe coding with Bedrock)

Collection of examples of how to use Model Context Protocol with AWS.

Discover how to build agents that can perform actions on websites by combining Amazon Nova Act with Model Context Protocol (MCP).

This sample MCP server is an implementation for retrieving PDF data from AWS S3. It exposes data through resources, specifically focusing on PDF documents. By configuring AWS credentials, it allows listing buckets and retrieving objects.

This project demonstrates how to use AWS Bedrock with Anthropic Claude and Amazon Nova models to create a web automation assistant with tool use, human-in-the-loop interaction, and vision capabilities.

This is a comprehensive hands-on course for AI agent development using the Strands Agents framework. It covers everything from basic usage to advanced topics like agent-to-agent communication and observability. Through six progressive labs, participants will learn how to build, deploy, and monitor AI agents effectively.

This project demonstrates the implementation of an MCP server supporting Streamable HTTP protocol using Amazon Lambda. It leverages new features introduced in MCP v2025.03.26, including stream transmission based on HTTP Chunked Transfer Encoding and dynamic context priority control. The project aims to optimize cost-performance balance.

MCP for AWS Cost Explorer and CloudWatch logs

This project provides sample code for integrating Bedrock with a database. Using Python, it simplifies the interaction with the MCP server, allowing for efficient data retrieval and storage. It is particularly useful for automating database operations and optimizing workflows.

This project provides sample code for building MCP servers using Rust. It aims to leverage Rust's characteristics to achieve high-performance and secure servers. The sample code is concise and should be easy to understand for those with a basic knowledge of Rust.

This sample demonstrates how to build a Model Context Protocol (MCP) server for Amazon Simple Email Service (SES). It exposes all public SES v2 API actions through the MCP, allowing for email sending and access to SES account resources. This sample is not intended for production use.

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