Can I use this for Model Context Protocol (MCP) development?

Yes, it includes specific boilerplate and patterns for building MCP servers, making it easy to create tools and resources for AI systems.

Does it support asynchronous programming?

Yes, it prioritizes asyncio for I/O-bound operations and provide patterns for concurrent operations using asyncio.gather and aiohttp.

Does this skill support older Python versions?

This skill is specifically optimized for Python 3.11 and newer to leverage modern features like improved type hinting, performance, and the latest library support.

What tools are used for code quality?

The skill promotes the use of Ruff for linting, Black for formatting, and mypy for static type checking to maintain a clean and professional codebase.

How does it handle data validation?

It utilizes Pydantic for robust type validation and configuration management, ensuring data integrity and allowing for easy conversion between camelCase and snake_case.

Python SDK & MCP Architecture

Name: Python SDK & MCP Architecture
Author: violetio

byvioletio

•

API開発

Enforces modern Python 3.11+ conventions and architectural patterns for building robust SDKs and Model Context Protocol (MCP) servers.

This skill equips Claude with standardized Python development practices optimized for modern backend engineering and AI tool development. It focuses on high-performance asynchronous programming, strict type safety using Pydantic, and scalable project structures. Whether building a complex API, a specialized SDK, or a Model Context Protocol (MCP) server, this skill ensures consistent implementation of logging, error handling, and testing strategies to produce production-grade, maintainable code that follows industry-standard linting and formatting rules.

主な機能

01Strict type validation and data modeling with Pydantic

02Comprehensive testing, linting, and formatting configurations

03Built-in Model Context Protocol (MCP) server implementation patterns

041 GitHub stars

05Asynchronous I/O patterns using asyncio and aiohttp

06Standardized Python 3.11+ project scaffolding and structure

ユースケース

01Architecting scalable FastAPI or Flask backend services with async capabilities

02Building high-performance Model Context Protocol (MCP) servers for AI agents

03Developing robust Python SDKs with strict type safety and error handling

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add violetio/violet-ai-plugins python

For use in Claude.ai and ChatGPT

Download Skill