About Python MCP Server
Python MCP Server is described as a Flask-based backend and web interface for Minecraft-related services, with authentication, database models, and API routes. The README also mentions a task-generation script, but does not describe an MCP interface or MCP-specific capabilities.
Key features
- 01Flask web interface and API routes
- 02Login and logout functionality
- 03SQLAlchemy database models
- 04Task generation from project structure
Use cases
- 01Provide a web dashboard for Minecraft servers
- 02Store and display player data
- 03Generate tasks for coding plans
Configuration
Local server config is the same for every client. Copy it into your client’s MCP config file.
We haven’t collected a package or remote endpoint for this server. Follow the instructions in the project README.
Tools
Local servers expose tools only once running on your machine, and the maintainer has not provided a tool list.
Details
From the project READMEPython 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. Below’s a detailed overview:
Project Overview
Purpose
- Acts as a backend server for Minecraft-related applications (e.g., user authentication, server management, or plugin integration).
- Provides a web interface (HTML/Jinja2 templates) and API endpoints (Flask routes) to interact with Minecraft services.
Key Features
-
User Authentication
- Login/logout functionality (likely for server admins or players).
- Uses Flask sessions or JWT (check
server/utils/auth.py).
-
Database Integration
- SQLAlchemy models (
server/database/models.py) to store user data, server settings, or player stats. - SQLite/PostgreSQL likely used (check
server/config.py).
- SQLAlchemy models (
-
Web Interface
- Serves HTML pages (e.g.,
home.html,login.html) with CSS/JS assets. - Uses Jinja2 templating for dynamic content.
- Serves HTML pages (e.g.,
-
API Endpoints
- Flask routes (in
main.pyor separate blueprints) to handle:- Player data fetching.
- Server commands (e.g., starting/stopping Minecraft instances).
- Flask routes (in
-
Testing
- Unit tests (
tests/) for auth, database, and utilities.
- Unit tests (
Technology Stack
| Component | Technology |
|---|---|
| Backend | Python + Flask |
| Database | SQLAlchemy (SQLite/PostgreSQL) |
| Frontend | HTML5, CSS3, JavaScript (vanilla) |
| Templating | Jinja2 |
| Testing | pytest/unittest |
Use Cases
- Minecraft Server Dashboard
- Admins can log in to monitor/manage servers via a web interface.
- Player Stats Tracker
- Stores and displays player achievements, ranks, etc.
- Plugin Backend
- Integrates with Minecraft plugins (e.g., for economy, permissions).
How to Run
- Install dependencies:
pip install -r requirements.txt - Configure the server:
- Set secrets in
server/config.py.
- Set secrets in
- Start the Flask app:
python server/main.py - Access the web interface at
http://localhost:5000.
Missing Pieces (Likely Extended Elsewhere)
- Minecraft Plugin: This repo is only the server; a Spigot/Bukkit plugin would communicate with it.
- Real-time Features: No WebSocket/Socket.IO usage (would need Redis or similar for scaling).
Task Generation
Overview
The task generation feature allows you to automatically generate tasks for coding plans based on the project structure. This can be useful for planning and organizing your development work.
How to Use
- Ensure you have the necessary dependencies installed:
pip install -r requirements.txt - Use the task generator script to generate tasks:
python server/task_generator.py
Dependencies
- OpenAI library (added to
requirements.txt)
Comments
New to MCP?
From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.