Sample-Model-Context-Protocol-Demos

aws-samples

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

#agents #bedrock #genai #mcp #mcp-client #mcp-server

Overview

Sample-Model-Context-Protocol-Demos Introduction

Sample-Model-Context-Protocol-Demos is a collection of examples demonstrating the use of Model Context Protocol with AWS services. It provides various modules that illustrate different implementations of MCP in real-world scenarios.

How to Use

To use Sample-Model-Context-Protocol-Demos, developers can clone the repository and explore the provided modules. Each module contains specific instructions for deployment and usage, allowing users to set up their own MCP clients and servers.

Key Features

Key features include multiple demo modules in different programming languages (TypeScript, Python, Spring AI & Kotlin, Spring AI & Java), showcasing various deployment methods (Docker, local, ECS), and integration with Amazon Bedrock and PostgreSQL.

Where to Use

Sample-Model-Context-Protocol-Demos can be used in fields such as cloud computing, AI applications, and server-client architecture, particularly where integration with AWS services is required.

Use Cases

Use cases include building AI agents for tasks like dog adoption management, creating scalable MCP servers on ECS, and developing local MCP clients for testing and development purposes.

Content

## Model Context Protocol samples Collection of examples of how to use Model Context Protocol with AWS. List of modules: | Module | Lang | Description | |---------------------------------------------------------------------------------------------------------------|--------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| | [Server Client MCP/SSE Demo](./modules/converse-client-server-sse-demo-docker/) | 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](./modules/converse-client-server-stdio-demo-local/) | 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](./modules/spring-ai-agent-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](./modules/spring-ai-java-bedrock-mcp-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](./modules/spring-ai-mcp-server-ecs/) | Spring AI & Kotlin | Very basic Spring AI MCP Server over SSE running on ECS. | ## Security See [CONTRIBUTING](CONTRIBUTING.md#security-issue-notifications) for more information. ## License This library is licensed under the MIT-0 License. See the LICENSE file.

Sample-Model-Context-Protocol-Demos

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Overview

Sample-Model-Context-Protocol-Demos Introduction

How to Use

Key Features

Where to Use

Use Cases

Content

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