create-mcp-server

Build end-to-end MCP servers exposing external APIs as tools for LLMs.

Updated May 25, 2026

Search Tags:#development #llm #tooling #evaluation #mcp #server #inspector

Ready to run

npx skills add https://github.com/cmetech/otto-cli --skill create-mcp-server-cmetech

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: create-mcp-server
Source: https://github.com/cmetech/otto-cli/tree/main/src/resources/skills/create-mcp-server
Command: npx skills add https://github.com/cmetech/otto-cli --skill create-mcp-server-cmetech

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

MCP servers enable LLMs to interact with external services through structured tools, reducing integration friction and enabling reproducible automation across workflows.

Core Features & Use Cases

Design and scaffold an MCP server architecture, including a minimal set of tools, pagination support, and clear error handling for production-grade usage.
Produce an eval set and MCP Inspector-ready outputs to prove task completion and reliability in enterprise contexts.

Quick Start

Run the MCP init workflow to scaffold a new MCP server project.

Frequently Asked Questions about create-mcp-server

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

FAQPage Schema

How do I build an MCP server to expose external APIs as tools for LLMs?▼

You scaffold a TypeScript project with a chosen MCP framework, defining external API tools, pagination support, and translated error messages to structure interactions for LLMs.

What is an MCP server and when do I need one for LLM tooling?▼

An MCP server is a structured tool interface that enables LLMs to interact with external services, reducing integration friction and enabling reproducible automation across workflows when direct API access is insufficient.

Do I need TypeScript to create an MCP server?▼

Yes, TypeScript is required to create an MCP server using this workflow, along with a chosen MCP framework to structure the project layout and define external API tools.

How do I handle pagination and error handling in MCP servers?▼

You handle pagination and error handling in MCP servers by implementing structured patterns within your TypeScript project layout, translating external API error messages for clear production-grade usage.

How do I evaluate MCP server reliability for enterprise workflows?▼

You evaluate MCP server reliability by producing an eval set and MCP Inspector-ready outputs, proving task completion and reproducible automation within enterprise OTTO workflows.