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Python MCP Server

@sisovin

Repository

Basic information

Category

Other

Transports

stdio

Author

sisovin

About Python MCP Server

The **python-mcp-server** project is a Flask-based web server designed to interact with Minecraft, likely as part of a larger system for managing Minecraft servers, plugins, or player data.

#python-mcp-server#minecraft#flask

Python MCP Server config

Add this server to your MCP-compatible client using the configuration below.

{
  "mcpServers": {
    "python-mcp-server-sisovin": {
      "command": "python",
      "args": [
        "server/main.py"
      ]
    }
  }
}

Python MCP Server tools

Tool list not available yet

This listing does not currently have a tool list to display. This does not mean the server has no tools; check its documentation for supported capabilities.

We auto-extract tools from the README. The maintainer can list them under a ## Tools heading to populate this section.

Overview

What is Python MCP Server?

Python MCP Server is a Flask-based web backend for Minecraft‑related applications, such as server management, user authentication, and plugin integration. It provides a web interface (HTML/Jinja2 templates) and RESTful API endpoints, and uses SQLAlchemy for database storage (SQLite/PostgreSQL). The project is intended for Minecraft server admins and developers who need a lightweight backend to handle player data, commands, or dashboards.

How to use Python MCP Server?

Install dependencies with pip install -r requirements.txt, then configure secrets in server/config.py. Start the Flask app with python server/main.py and access the web interface at http://localhost:5000. A task generator script (python server/task_generator.py) is also available for automatic coding plan generation using the OpenAI library.

Key features of Python MCP Server

  • User authentication (login/logout with Flask sessions)
  • Database integration via SQLAlchemy models
  • Web interface with Jinja2 templating and static assets
  • RESTful API endpoints for player data and server commands
  • Unit tests for auth, database, and utilities
  • Task generation using OpenAI API

Use cases of Python MCP Server

  • Build a Minecraft server dashboard for admins to monitor and manage instances
  • Track and display player statistics, achievements, and ranks
  • Act as a backend for Minecraft plugins (economy, permissions, etc.)
  • Automate task generation for development planning based on project structure

Frequently asked questions

1

What does Python MCP Server do?

It is a Flask web server that provides a web interface and API endpoints to interact with Minecraft services, including user authentication, database storage of player data, and server command execution.

2

What are the runtime dependencies?

Python 3, Flask, SQLAlchemy, Jinja2, pytest/unittest, and the OpenAI library (for task generation). Database can be SQLite or PostgreSQL. No WebSocket or real‑time features are included.

3

How do I start the server?

Install dependencies, configure `server/config.py`, then run `python server/main.py`. The web interface will be available at `http://localhost:5000`.

4

Is this a complete Minecraft plugin?

No. This repo contains only the backend server. A separate Spigot/Bukkit plugin would be needed to communicate with it for full Minecraft integration.

5

Where is user data stored?

Data is stored in a database managed by SQLAlchemy (SQLite by default, but configurable to PostgreSQL). Models are defined in `server/database/models.py`.

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