mcp-builder

Guide building MCP servers for LLM integration with Python or TypeScript.

Updated Nov 18, 2025

Search Tags:#evaluation #api integration #llm integration #mcp server #tool development

Ready to run

npx skills add https://github.com/bowoxdaily/SistemAbsensi-ptmingda --skill mcp-builder-bowoxdaily

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: mcp-builder
Source: https://github.com/bowoxdaily/SistemAbsensi-ptmingda/tree/main/.windsurf/skills/mcp-builder
Command: npx skills add https://github.com/bowoxdaily/SistemAbsensi-ptmingda --skill mcp-builder-bowoxdaily

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires mcp, fastmcp, mcp-sdk, typescript, node, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill guides the creation of high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools, simplifying the process of building and integrating APIs.

Core Features & Use Cases

MCP Server Development Guide: Provides a comprehensive guide for building MCP servers, including research, planning, implementation, review, and testing.
API Integration: Assists in integrating external APIs or services with LLMs using Python (FastMCP) or Node/TypeScript (MCP SDK).
Tool Development: Offers best practices and templates for creating tools for MCP servers.
Evaluation: Guides the creation of comprehensive evaluations to test the effectiveness of MCP servers.

Quick Start

Follow the MCP Server Development Guide to start building your MCP server.

Frequently Asked Questions about mcp-builder

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

FAQPage Schema

What is an MCP server and how does it connect external APIs to LLMs?▼

An MCP server uses the Model Context Protocol to enable LLMs to interact with external services through well-designed tools, simplifying the process of building and integrating APIs with language models.

How do I build an MCP server using Python or TypeScript?▼

Build MCP servers by following a comprehensive guide covering research, planning, implementation, review, and testing, using Python with FastMCP or Node/TypeScript with the MCP SDK for LLM integration.

Can I use FastMCP and the MCP SDK for tool development?▼

Yes, you can use FastMCP for Python or the MCP SDK for Node and TypeScript to create tools, offering best practices and templates for integrating external APIs with your LLM.

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

Evaluate MCP server effectiveness by creating comprehensive evaluations that test how well the server and its tools perform during LLM integration and external API interactions.

Do I need Node or TypeScript to develop an MCP server?▼

No, you do not need Node or TypeScript strictly, as you can also use Python with FastMCP to build MCP servers and integrate external APIs with LLMs.