How to build and serve MCP servers without effort
The article explains how to build and serve MCP (Model Context Protocol) servers effortlessly using Flama, a Python framework. It provides step-by-step guidance on setting up MCP servers with minimal boilerplate, focusing on simplicity and efficiency for developers integrating AI tools.
Background
MCP (Model Context Protocol) is an open protocol designed by Anthropic (the company behind Claude AI) to let large language models interact with external tools, databases, and APIs in a standardized way — think of it as a "USB-C port" for AI models. Flama is a Python web framework for building ML/AI APIs. This article shows how to use Flama to quickly build and host an MCP-compatible server, making it easy for an AI assistant (like Claude) to call custom tools or query data during a conversation.