Can I test my MCP server with this skill?

Yes, the skill includes a dedicated phase for testing using the MCP Inspector and provides a framework for creating 10-point evaluation suites.

What languages are supported by this MCP Builder skill?

This skill provides detailed implementation guides for both Python (using FastMCP) and Node.js/TypeScript (using the official MCP SDK).

What is the Model Context Protocol (MCP)?

MCP is an open standard that allows LLMs to interact securely with external data sources and services through a standardized set of tools and resources.

How does this skill help with tool discoverability?

It provides best practices for consistent tool naming conventions and descriptive schema definitions to ensure AI agents can easily find and use the right tools.

MCP Server Builder

Name: MCP Server Builder
Author: xiaxingxiaowei1983

byxiaxingxiaowei1983

0•

API 开发

Streamlines the development of high-quality Model Context Protocol (MCP) servers to connect LLMs with external APIs and services.

The MCP Server Builder skill provides a comprehensive framework for designing, implementing, and testing Model Context Protocol (MCP) servers using Python or TypeScript. It guides developers through the entire lifecycle—from initial API research and tool design to robust implementation with type safety (Zod/Pydantic) and final performance evaluation. By following standardized best practices for tool naming, context management, and error handling, this skill ensures that your custom MCP servers are reliable, discoverable, and highly effective for AI agents.

主要功能

01Deep integration with MCP specification and SDK documentation

02Standardized workflow for building Python (FastMCP) and TypeScript MCP servers

03Guidance on tool naming, discoverability, and schema design

04Comprehensive testing patterns using the MCP Inspector

050 GitHub stars

06Structured evaluation framework to verify server effectiveness

使用场景

01Modernizing existing REST APIs into LLM-compatible MCP tools

02Building custom connectors to internal company APIs for AI agent use

03Creating production-ready MCP servers with automated evaluation suites

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add xiaxingxiaowei1983/ai mcp-builder

For use in Claude.ai and ChatGPT