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Minecraft RCON MCP Server

MCP Server

Bridge AI models to Minecraft via RCON

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Updated Apr 6, 2025

About

A Spring Boot application that exposes a Model Context Protocol (MCP) server, allowing AI models to send commands and receive responses from a Minecraft server through its RCON interface.

Capabilities

Resources
Access data sources
Tools
Execute functions
Prompts
Pre-built templates
Sampling
AI model interactions

Minecraft RCON MCP Server

The Minecraft RCON MCP Server bridges the gap between AI assistants and Minecraft by exposing a Model Context Protocol (MCP) interface to a server’s Remote Console (RCON). It allows an AI model—such as Claude or other Spring AI‑compatible assistants—to issue in‑game commands, retrieve responses, and monitor server state without leaving the conversational flow. By turning RCON into a first‑class MCP tool, developers can embed real‑time Minecraft interactions directly into AI workflows, enabling automation, dynamic content generation, and immersive gaming experiences.

What Problem Does It Solve?

Minecraft servers traditionally expose RCON only through command‑line utilities or custom scripts, which are cumbersome to integrate into conversational agents. The MCP server abstracts this complexity: a single HTTP endpoint and a well‑defined tool let the AI model send any vanilla or plugin command, receive textual output, and handle errors uniformly. This eliminates the need for bespoke client libraries or manual SSH sessions, freeing developers to focus on higher‑level logic such as event handling, gameplay scripting, or data analysis.

Core Functionality and Value

  • Command Execution: The tool accepts a raw Minecraft command string and forwards it to the RCON interface, returning the server’s textual response.
  • Authentication & Security: By configuring , , and a mandatory through environment variables, the server ensures secure communication with the Minecraft instance.
  • Simplicity: Built on Spring Boot and Spring AI, the implementation requires minimal boilerplate. Once deployed, any MCP‑capable client can add this server to its toolset with just the environment parameters.
  • Observability: Optional logging () captures all RCON traffic, aiding debugging and audit trails.

These features make the MCP server a lightweight yet powerful gateway that turns Minecraft into an AI‑controlled environment, suitable for both production and experimental use.

Use Cases & Real‑World Scenarios

  • Automated Game Management: An AI assistant can schedule world resets, enforce player rules, or adjust difficulty settings on demand.
  • Dynamic Content Creation: Generating custom structures, spawning mobs, or modifying biomes in real time while the AI converses with players.
  • Data Collection & Analytics: Querying server statistics, player counts, or block inventories to feed into dashboards or predictive models.
  • Educational Tools: Teaching programming concepts by having the AI issue commands that manipulate the game world, providing immediate visual feedback.
  • Multiplayer Event Coordination: Orchestrating complex in‑game events (e.g., raids, tournaments) through scripted command sequences triggered by AI prompts.

Integration with AI Workflows

In an MCP‑enabled environment, the server is added as a tool source. The AI model can then reference in its prompts, passing arguments like . The response—whether a success message or an error—is returned as part of the conversational context, allowing subsequent turns to react appropriately. Because the tool operates asynchronously over HTTP, it can be combined with other MCP tools (e.g., chat logs, memory modules) to create rich, stateful interactions.

Unique Advantages

  • Zero‑Code Integration: No need to write custom RCON clients; the MCP wrapper handles protocol details internally.
  • Spring Ecosystem Compatibility: Leveraging Spring Boot’s robust configuration and deployment options makes it easy to run in cloud, containerized, or on‑premise environments.
  • Extensibility: The tool can be extended to support batch commands, scheduled tasks, or even plugin‑specific APIs without altering the core MCP contract.
  • Open Source & MIT Licensed: Developers can adapt, fork, or contribute without licensing concerns.

Overall, the Minecraft RCON MCP Server transforms a vanilla game server into an interactive AI‑driven platform, unlocking new possibilities for automation, education, and immersive storytelling.