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universal-main-mcp-builder

Community

Build and evaluate MCP server skills.

Software Engineering#testing#llm#agent#evaluation#mcp#skill building
AuthorMacPhobos
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill provides a comprehensive guide and framework for creating robust evaluations for MCP servers, ensuring they can effectively answer complex questions using only provided tools.

Core Features & Use Cases

  • Evaluation Framework: Defines requirements for creating human-readable, complex, and verifiable questions.
  • Tool Usage Guidance: Details how LLMs should interact with MCP server tools for read-only, independent, and non-destructive operations.
  • Output Formatting: Specifies the XML structure for evaluation results and provides examples of good and poor question/answer pairs.
  • Use Case: A developer building an MCP server can use this guide to create a suite of challenging test cases that rigorously validate the server's ability to serve an LLM.

Quick Start

Use the universal-main-mcp-builder skill to generate a set of 10 evaluation questions for a new MCP server.

Dependency Matrix

Required Modules

None required

Components

references

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: universal-main-mcp-builder
Download link: https://github.com/MacPhobos/research-mind/archive/main.zip#universal-main-mcp-builder

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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