Amazon Bedrock Minecraft Agent is an open-source project that leverages AWS Bedrock large language models to power an autonomous in-game agent. It connects to a Minecraft Java Edition server, listens for player chat prompts, and uses Bedrock model APIs to generate a sequence of game commands. Those commands are executed to navigate the environment, collect resources, construct structures, and interact with entities. The architecture includes an AWS SDK integration, a Node.js or Python runtime for API calls, and a Minecraft plugin or bot framework that maps text outputs to in-game actions. The project is designed for customization, enabling developers to adjust prompts, model parameters, and behavior scripts to fit diverse gaming and educational scenarios.