What is an MCP server?

An MCP (Model Context Protocol) server is a standardized interface that allows AI models like Claude to securely interact with external tools, APIs, and data sources through well-defined schemas.

How do I test my MCP server using this guide?

The guide walks you through using the MCP Inspector for real-time debugging and provides a framework for creating XML-based evaluations to verify that LLMs can solve complex, real-world tasks with your tools.

Which programming languages does this skill support?

This skill provides specialized implementation guides for both TypeScript (using the official MCP SDK) and Python (using the FastMCP framework).

Does this skill help with API documentation?

Yes, it provides strategies for researching existing API documentation and mapping endpoints to tool schemas (Zod/Pydantic) with clear, LLM-friendly descriptions.

MCP Server Builder

Name: MCP Server Builder
Author: xiaxingxiaowei1983

byxiaxingxiaowei1983

0•

API 开发

Builds high-quality Model Context Protocol (MCP) servers to connect AI models with external APIs and services using Python or TypeScript.

The MCP Server Builder skill provides a comprehensive framework for designing, implementing, and testing Model Context Protocol (MCP) servers. It guides developers through the entire lifecycle of creating robust tools that allow LLMs to interact with external data and services, offering domain-specific patterns for both TypeScript (Node.js) and Python (FastMCP). By focusing on tool discoverability, actionable error handling, and structured evaluations, this skill ensures that custom MCP integrations are reliable, discoverable, and highly performant for AI agents.

主要功能

01Step-by-step workflow for Python and TypeScript MCP development

02Best practices for tool naming, discoverability, and API coverage

03Automated evaluation generation for testing tool effectiveness

04Deep integration with MCP Inspector for debugging and verification

050 GitHub stars

06Standardized error handling and pagination implementation patterns

使用场景

01Creating a specialized MCP server for niche data science libraries in Python

02Developing production-grade TypeScript MCP servers for complex SaaS integrations

03Building a custom bridge between an internal corporate API and Claude

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add xiaxingxiaowei1983/openclaw mcp-builder

For use in Claude.ai and ChatGPT

主要功能

01Step-by-step workflow for Python and TypeScript MCP development

02Best practices for tool naming, discoverability, and API coverage

03Automated evaluation generation for testing tool effectiveness

04Deep integration with MCP Inspector for debugging and verification

050 GitHub stars

06Standardized error handling and pagination implementation patterns

使用场景

01Creating a specialized MCP server for niche data science libraries in Python

02Developing production-grade TypeScript MCP servers for complex SaaS integrations

03Building a custom bridge between an internal corporate API and Claude

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add xiaxingxiaowei1983/openclaw mcp-builder

For use in Claude.ai and ChatGPT