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FastMCP

The fast, Pythonic way to build MCP servers and clients

★ 26,864 GitHub Apache-2.0 mcpai-agentspythonmodel-context-protocolframework MCP Servers

Overview

FastMCP is the standard framework for working with MCP. It handles all the complexity of the Model Context Protocol so you can focus on your logic. Declare tools with Python functions, and FastMCP automatically generates schemas, handles validation, and manages the protocol lifecycle. With FastMCP, best practices are built in.

Requirements

Min vCPU
2
Min RAM
4096 MB
Min Disk
10 GB
Rec vCPU
4
Rec RAM
8192 MB
Rec Disk
20 GB

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Docker Compose

# Generated by Run This Ai — docker-compose.yml
services:
  fastmcp:
    image: sultankm/fastmcp:latest
    restart: unless-stopped
    ports:
      - 8080:8080
    volumes:
      - ./data/fastmcp:/data

Best VPS for FastMCP →

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Guides & articles

Getting Started with FastMCP: A Step-by-Step Tutorial

Build your first MCP server with FastMCP in minutes. Step-by-step guide covering installation, tools, resources, prompts, and client connections.

Jul 27, 2026

FastMCP: The Ultimate Guide to Building MCP Servers with Python

Learn everything about FastMCP — the fast, Pythonic framework for building MCP servers and clients. Auto-generated schemas, built-in validation, and more.

Jul 27, 2026