Скачать или смотреть Built an MCP Server from Swagger Specs or expose MCP tools with Kubernetes-like manifest

In this video, I show you how I built a fully functional API server and MCP (Model Context Protocol) server directly from a Swagger (OpenAPI) spec, with zero manual boilerplate.

✅ What you’ll learn:

How to generate servers from Swagger specs.
For brownfield scenarios, how to create the MCP server based on Kubernetes-like manifest files

Going API-first doesn't have to mean weeks of setup. With the right tools, you can go from spec to server in minutes. This approach is perfect for teams looking to streamline development.

A functional API server AND MCP server using Swagger specs with HAPI: https://apicove.com/hapi
An MCP server to simplify and remove the scaffolding, simply focusing on the logic implementation: the MCP tools.
The MCP intent-based server: https://www.npmjs.com/package/@agenti...
A demo using the server: https://www.npmjs.com/package/@agenti...

All of this is built on the premise that we can create a more efficient and effective way to build AI applications by defining the intent to allow non-technical users to create AI applications without needing to understand the underlying code. Details: https://mcp.com.ai