https://github.com/aws-samples/sample-agentic-ai-demos

Collection of examples of how to use Model Context Protocol with AWS.
https://github.com/aws-samples/sample-agentic-ai-demos

agents bedrock genai mcp mcp-client mcp-server

Last synced: about 1 month ago
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Collection of examples of how to use Model Context Protocol with AWS.

• Host: GitHub
• URL: https://github.com/aws-samples/sample-agentic-ai-demos
• Owner: aws-samples
• License: mit-0
• Created: 2025-04-01T05:33:22.000Z (6 months ago)
• Default Branch: main
• Last Pushed: 2025-08-08T19:33:23.000Z (2 months ago)
• Last Synced: 2025-08-08T21:27:14.385Z (2 months ago)
• Topics: agents, bedrock, genai, mcp, mcp-client, mcp-server
• Language: Python
• Homepage:
• Size: 448 KB
• Stars: 72
• Watchers: 8
• Forks: 26
• Open Issues: 7
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE
  • Code of conduct: CODE_OF_CONDUCT.md

Awesome Lists containing this project

• awesome-mcp-servers - **sample-agentic-ai-demos** - Collection of examples of how to use Model Context Protocol with AWS. `python` `agents` `bedrock` `genai` `mcp` `git clone https://github.com/aws-samples/Sample-Model-Context-Protocol-Demos` (AI/ML)
• awesome-mcp-servers - **sample-agentic-ai-demos** - Collection of examples of how to use Model Context Protocol with AWS. `python` `agents` `bedrock` `genai` `mcp` `git clone https://github.com/aws-samples/Sample-Model-Context-Protocol-Demos` (AI/ML)

README

          
## Agentic AI Samples

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](./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.                                                                                                                       |

| [MCP/SSE Server - FastAPI Client with Anthropic Bedrock](./modules/anthropic-bedrock-python-ecs-mcp/)         | 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. |

## 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.