Sample Model Context Protocol Demos

aws-samples/sample-agentic-ai-demos · 103 stars · Python · MIT-0

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

Install

The repo has no one-line install. Follow its README.

README.md

Collection of examples of how to build Agentic AI with AWS, including Model Context Protocol.

List of modules:

Module	Lang	Description
Server Client MCP/SSE Demo	TypeScript	This full demo creates an Amazon Bedrock MCP client using the converse API and MCP server. The sample is deployed in containers that connect over MCP/SSE.
Server Client MCP/stdio Demo	Python	This is a demo Amazon Bedrock MCP client using the converse API and a simple MCP stdio server. The sample runs locally connected with Amazon Bedrock.
Server Client MCP/SSE on ECS	Spring AI & Kotlin	Provides a sample Spring AI MCP Server that runs on ECS; which is used by a Spring AI Agent using Bedrock; which also runs on ECS and is exposed publicly via a Load Balancer.
Server Client MCP/SSE in Bedrock Converse Client w/ pgVector RAG	Spring AI & Java	A Spring AI dog adoption agent built on Bedrock using PostgreSQL with pgvector for RAG, and an MCP Server for managing adoption appointments.
Server MCP/SSE on ECS	Spring AI & Kotlin	Very basic Spring AI MCP Server over SSE running on ECS.
MCP/SSE Server - FastAPI Client with Anthropic Bedrock	Python	An MCP SSE server with a FastAPI client that leverages Anthropic Bedrock. The sample runs on ECS Fargate with public access through an Application Load Balancer.

See CONTRIBUTING for more information.

This library is licensed under the MIT-0 License. See the LICENSE file.