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

What is Sample-Model-Context-Protocol-Demos

Sample-Model-Context-Protocol-Demos is a collection of examples demonstrating how to utilize the Model Context Protocol with AWS services. It provides various modules that showcase different implementations of the protocol.

How to Use

To use Sample-Model-Context-Protocol-Demos, clone the repository and navigate to the desired module. Follow the specific instructions in the README files for each module to set up and run the demos.

Key Features

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

Where to Use

Sample-Model-Context-Protocol-Demos can be used in cloud computing environments, particularly those utilizing AWS services, to demonstrate and implement the Model Context Protocol in applications.

Use Cases

Use cases include building applications that require real-time communication between clients and servers, such as chat applications, data processing services, and AI-driven agents for tasks like dog adoption management.

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

What is Sample-Model-Context-Protocol-Demos

How to Use

Key Features

Where to Use

Use Cases

Content

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