Does this skill support both Python and TypeScript?

Yes, it provides specific implementation patterns and schema definitions for both Python (using FastMCP and Pydantic) and TypeScript (using Zod).

How does this skill improve error handling?

It guides developers to return actionable error messages that allow the AI agent to understand why a request failed and how to refine it effectively.

What is the purpose of the state.json file mentioned?

The state file tracks implemented tools, their status, and their types, allowing for better validation and automated testing of your MCP server.

What are 'true task' design principles?

True task principles focus on satisfying user intent in a single call, preventing the agent from having to make multiple sequential API requests to get a complete result.

MCP Tool Architect

Name: MCP Tool Architect
Author: hollaugo

byhollaugo

•

API 开发

Guides the creation of high-performance Model Context Protocol (MCP) tools using intent-based "true task" design principles.

The MCP Tool Architect skill streamlines the development of Model Context Protocol servers by ensuring new tools are built for efficiency rather than simple API wrapping. It follows a structured six-phase workflow—from understanding user intent and outcome to defining robust schemas and implementing actionable error handling—to prevent the common 'chatty' agent anti-pattern and ensure tools satisfy user requests in a single call.

主要功能

01Actionable error handling guidance for improved agent reasoning

021 GitHub stars

03Automatic state management for tracking server tool implementations

04Pre-configured tool annotations for ChatGPT Apps and MCP Inspector compatibility

05Intent-driven 'True Task' design framework to minimize agent call count

06Automated schema generation patterns for Python (Pydantic) and TypeScript (Zod)

使用场景

01Standardizing MCP server development workflows within technical teams

02Refactoring existing API wrappers into efficient, AI-native server capabilities

03Building high-performance MCP tools that satisfy complex user intents in a single turn

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add hollaugo/prompt-circle-marketplace add-tool

For use in Claude.ai and ChatGPT

Download Skill