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mcp-builder

Guide designing, implementing, and evaluating Model Context Protocol servers.

Updated Jan 2, 2026
Search Tags:#mcp#api integration#server development#tool creation#llm integration
One-click install
npx skills add https://github.com/mkavalich/Atlassian-MCP --skill mcp-builder-mkavalich
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: mcp-builder
Source: https://github.com/mkavalich/Atlassian-MCP/tree/main/.claude/skills/mcp-builder
Command: npx skills add https://github.com/mkavalich/Atlassian-MCP --skill mcp-builder-mkavalich

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires typescript, python, zod, pydantic, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill provides a comprehensive guide for creating high-quality Model Context Protocol (MCP) servers that enable LLMs to interact with external services through well-designed tools, thus automating complex workflows and data retrieval tasks.

Core Features & Use Cases

  • MCP Server Development Guide: A detailed guide covering the design, implementation, and evaluation of MCP servers.
  • API Integration: Offers a framework for integrating various external APIs and services.
  • Tool Creation: Instructions for creating tools within MCP servers, including input/output schemas, descriptions, and annotations.

Quick Start

To get started, review the MCP Server Development Guide and explore the provided documentation and examples.

Frequently Asked Questions about mcp-builder

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I build an MCP server for LLM integration?▼

To build an MCP server, this Skill provides a guide covering design, implementation, and evaluation of servers that enable LLMs to interact with external APIs and services through well-defined tools.

What is the Model Context Protocol used for in server development?▼

The Model Context Protocol (MCP) is used to enable LLMs to interact with external services through structured tool creation, automating complex workflows and data retrieval tasks via API integration.

Do I need TypeScript or Python to create MCP servers?▼

Yes, creating MCP servers requires knowledge of either TypeScript or Python, as the guide uses dependencies like Zod for TypeScript and Pydantic for Python schema validation.

How do I define input and output schemas for MCP tools?▼

You define input and output schemas during tool creation by following the guide's instructions for specifying descriptions, annotations, and structured data exchange formats using Zod or Pydantic.

What's the best way to evaluate MCP server quality?▼

The best way to evaluate MCP server quality is through the guide's evaluation criteria, which focus on well-designed tools and structured data exchange between LLMs and external APIs.

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