README - replace code snippets with examples (#1136)

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Inna Harper 2025-07-14 13:57:47 +01:00 • committed by GitHub
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5 changed files with 585 additions and 169 deletions

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@ -21,7 +21,8 @@ def run_server():
if len(sys.argv) < 2:
print("Usage: server <server-name> [transport]")
print("Available servers: basic_tool, basic_resource, basic_prompt, tool_progress,")
print(" sampling, elicitation, completion, notifications")
print(" sampling, elicitation, completion, notifications,")
print(" fastmcp_quickstart, structured_output, images")
print("Available transports: stdio (default), sse, streamable-http")
sys.exit(1)

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@ -0,0 +1,38 @@
"""
FastMCP quickstart example.
cd to the `examples/snippets/clients` directory and run:
uv run server fastmcp_quickstart stdio
"""
from mcp.server.fastmcp import FastMCP
# Create an MCP server
mcp = FastMCP("Demo")
# Add an addition tool
@mcp.tool()
def add(a: int, b: int) -> int:
"""Add two numbers"""
return a + b
# Add a dynamic greeting resource
@mcp.resource("greeting://{name}")
def get_greeting(name: str) -> str:
"""Get a personalized greeting"""
return f"Hello, {name}!"
# Add a prompt
@mcp.prompt()
def greet_user(name: str, style: str = "friendly") -> str:
"""Generate a greeting prompt"""
styles = {
"friendly": "Please write a warm, friendly greeting",
"formal": "Please write a formal, professional greeting",
"casual": "Please write a casual, relaxed greeting",
}
return f"{styles.get(style, styles['friendly'])} for someone named {name}."

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@ -0,0 +1,15 @@
"""Example showing image handling with FastMCP."""
from PIL import Image as PILImage
from mcp.server.fastmcp import FastMCP, Image
mcp = FastMCP("Image Example")
@mcp.tool()
def create_thumbnail(image_path: str) -> Image:
"""Create a thumbnail from an image"""
img = PILImage.open(image_path)
img.thumbnail((100, 100))
return Image(data=img.tobytes(), format="png")

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@ -0,0 +1,56 @@
"""Example showing lifespan support for startup/shutdown with strong typing."""
from collections.abc import AsyncIterator
from contextlib import asynccontextmanager
from dataclasses import dataclass
from mcp.server.fastmcp import Context, FastMCP
# Mock database class for example
class Database:
"""Mock database class for example."""
@classmethod
async def connect(cls) -> "Database":
"""Connect to database."""
return cls()
async def disconnect(self) -> None:
"""Disconnect from database."""
pass
def query(self) -> str:
"""Execute a query."""
return "Query result"
@dataclass
class AppContext:
"""Application context with typed dependencies."""
db: Database
@asynccontextmanager
async def app_lifespan(server: FastMCP) -> AsyncIterator[AppContext]:
"""Manage application lifecycle with type-safe context."""
# Initialize on startup
db = await Database.connect()
try:
yield AppContext(db=db)
finally:
# Cleanup on shutdown
await db.disconnect()
# Pass lifespan to server
mcp = FastMCP("My App", lifespan=app_lifespan)
# Access type-safe lifespan context in tools
@mcp.tool()
def query_db(ctx: Context) -> str:
"""Tool that uses initialized resources."""
db = ctx.request_context.lifespan_context.db
return db.query()

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@ -0,0 +1,29 @@
"""Example showing structured output with tools."""
from pydantic import BaseModel, Field
from mcp.server.fastmcp import FastMCP
mcp = FastMCP("Structured Output Example")
# Using Pydantic models for rich structured data
class WeatherData(BaseModel):
"""Weather information structure."""
temperature: float = Field(description="Temperature in Celsius")
humidity: float = Field(description="Humidity percentage")
condition: str
wind_speed: float
@mcp.tool()
def get_weather(city: str) -> WeatherData:
"""Get weather for a city - returns structured data."""
# Simulated weather data
return WeatherData(
temperature=72.5,
humidity=45.0,
condition="sunny",
wind_speed=5.2,
)