Posts tagged with: Model Context Protocol
Content related to Model Context Protocol
FastAPI-MCP: Expose FastAPI Endpoints as AI Tools
Discover FastAPI-MCP, an open-source project that seamlessly integrates your FastAPI applications with the Model Context Protocol (MCP). This powerful tool allows you to expose your FastAPI endpoints as AI tools, complete with built-in authentication using your existing FastAPI dependencies. Learn how FastAPI-MCP simplifies the process of making your APIs available to large language models (LLMs) and other AI agents, featuring native FastAPI integration, flexible deployment options, and minimal configuration for a smooth developer experience. Ideal for developers looking to expand their FastAPI projects into the AI ecosystem.
FastMCP: Build Pythonic LLM Servers & Clients
Discover FastMCP 2.0, reshaping how you interact with Large Language Models. This powerful, Pythonic framework simplifies building Model Context Protocol (MCP) servers and clients, enabling LLMs to securely access data and tools. From defining custom tools and resources to handling complex authentication and deployment, FastMCP offers a comprehensive toolkit. Learn how it streamlines development, reduces boilerplate, and facilitates the creation of robust, production-ready AI applications. Whether you're upgrading from the official MCP SDK or starting fresh, FastMCP provides the essential building blocks for integrating LLMs into your projects efficiently and intuitively.