Claude Desktop can sometimes launch MCP servers twice, causing issues that can be resolved by restarting the application. This article details how to set up a Minecraft bot using large language models and the Mineflayer API via the Model Context Protocol (MCP), allowing users to control a Minecraft character and interact with the game through various commands.