README - replace code snippets with examples - add lowlevel to snippets (#1150)
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4 changed files with 419 additions and 41 deletions
1
examples/snippets/servers/lowlevel/__init__.py
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examples/snippets/servers/lowlevel/__init__.py
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"""Low-level server examples for MCP Python SDK."""
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66
examples/snippets/servers/lowlevel/basic.py
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examples/snippets/servers/lowlevel/basic.py
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"""
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Run from the repository root:
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uv run examples/snippets/servers/lowlevel/basic.py
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"""
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import asyncio
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import mcp.server.stdio
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import mcp.types as types
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from mcp.server.lowlevel import NotificationOptions, Server
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from mcp.server.models import InitializationOptions
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# Create a server instance
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server = Server("example-server")
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@server.list_prompts()
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async def handle_list_prompts() -> list[types.Prompt]:
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"""List available prompts."""
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return [
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types.Prompt(
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name="example-prompt",
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description="An example prompt template",
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arguments=[types.PromptArgument(name="arg1", description="Example argument", required=True)],
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)
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]
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@server.get_prompt()
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async def handle_get_prompt(name: str, arguments: dict[str, str] | None) -> types.GetPromptResult:
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"""Get a specific prompt by name."""
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if name != "example-prompt":
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raise ValueError(f"Unknown prompt: {name}")
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arg1_value = (arguments or {}).get("arg1", "default")
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return types.GetPromptResult(
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description="Example prompt",
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messages=[
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types.PromptMessage(
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role="user",
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content=types.TextContent(type="text", text=f"Example prompt text with argument: {arg1_value}"),
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)
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],
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)
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async def run():
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"""Run the basic low-level server."""
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async with mcp.server.stdio.stdio_server() as (read_stream, write_stream):
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await server.run(
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read_stream,
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write_stream,
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InitializationOptions(
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server_name="example",
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server_version="0.1.0",
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capabilities=server.get_capabilities(
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notification_options=NotificationOptions(),
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experimental_capabilities={},
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),
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),
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)
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if __name__ == "__main__":
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asyncio.run(run())
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103
examples/snippets/servers/lowlevel/lifespan.py
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examples/snippets/servers/lowlevel/lifespan.py
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"""
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Run from the repository root:
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uv run examples/snippets/servers/lowlevel/lifespan.py
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"""
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from collections.abc import AsyncIterator
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from contextlib import asynccontextmanager
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import mcp.server.stdio
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import mcp.types as types
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from mcp.server.lowlevel import NotificationOptions, Server
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from mcp.server.models import InitializationOptions
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# Mock database class for example
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class Database:
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"""Mock database class for example."""
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@classmethod
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async def connect(cls) -> "Database":
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"""Connect to database."""
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print("Database connected")
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return cls()
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async def disconnect(self) -> None:
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"""Disconnect from database."""
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print("Database disconnected")
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async def query(self, query_str: str) -> list[dict[str, str]]:
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"""Execute a query."""
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# Simulate database query
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return [{"id": "1", "name": "Example", "query": query_str}]
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@asynccontextmanager
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async def server_lifespan(_server: Server) -> AsyncIterator[dict]:
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"""Manage server startup and shutdown lifecycle."""
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# Initialize resources on startup
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db = await Database.connect()
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try:
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yield {"db": db}
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finally:
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# Clean up on shutdown
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await db.disconnect()
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# Pass lifespan to server
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server = Server("example-server", lifespan=server_lifespan)
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@server.list_tools()
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async def handle_list_tools() -> list[types.Tool]:
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"""List available tools."""
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return [
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types.Tool(
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name="query_db",
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description="Query the database",
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inputSchema={
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"type": "object",
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"properties": {"query": {"type": "string", "description": "SQL query to execute"}},
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"required": ["query"],
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},
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)
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]
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@server.call_tool()
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async def query_db(name: str, arguments: dict) -> list[types.TextContent]:
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"""Handle database query tool call."""
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if name != "query_db":
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raise ValueError(f"Unknown tool: {name}")
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# Access lifespan context
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ctx = server.request_context
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db = ctx.lifespan_context["db"]
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# Execute query
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results = await db.query(arguments["query"])
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return [types.TextContent(type="text", text=f"Query results: {results}")]
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async def run():
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"""Run the server with lifespan management."""
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async with mcp.server.stdio.stdio_server() as (read_stream, write_stream):
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await server.run(
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read_stream,
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write_stream,
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InitializationOptions(
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server_name="example-server",
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server_version="0.1.0",
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capabilities=server.get_capabilities(
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notification_options=NotificationOptions(),
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experimental_capabilities={},
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),
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),
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)
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if __name__ == "__main__":
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import asyncio
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asyncio.run(run())
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83
examples/snippets/servers/lowlevel/structured_output.py
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examples/snippets/servers/lowlevel/structured_output.py
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"""
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Run from the repository root:
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uv run examples/snippets/servers/lowlevel/structured_output.py
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"""
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import asyncio
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from typing import Any
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import mcp.server.stdio
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import mcp.types as types
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from mcp.server.lowlevel import NotificationOptions, Server
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from mcp.server.models import InitializationOptions
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server = Server("example-server")
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@server.list_tools()
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async def list_tools() -> list[types.Tool]:
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"""List available tools with structured output schemas."""
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return [
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types.Tool(
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name="get_weather",
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description="Get current weather for a city",
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inputSchema={
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"type": "object",
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"properties": {"city": {"type": "string", "description": "City name"}},
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"required": ["city"],
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},
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outputSchema={
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"type": "object",
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"properties": {
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"temperature": {"type": "number", "description": "Temperature in Celsius"},
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"condition": {"type": "string", "description": "Weather condition"},
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"humidity": {"type": "number", "description": "Humidity percentage"},
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"city": {"type": "string", "description": "City name"},
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},
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"required": ["temperature", "condition", "humidity", "city"],
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},
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)
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]
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@server.call_tool()
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async def call_tool(name: str, arguments: dict[str, Any]) -> dict[str, Any]:
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"""Handle tool calls with structured output."""
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if name == "get_weather":
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city = arguments["city"]
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# Simulated weather data - in production, call a weather API
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weather_data = {
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"temperature": 22.5,
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"condition": "partly cloudy",
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"humidity": 65,
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"city": city, # Include the requested city
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}
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# low-level server will validate structured output against the tool's
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# output schema, and additionally serialize it into a TextContent block
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# for backwards compatibility with pre-2025-06-18 clients.
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return weather_data
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else:
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raise ValueError(f"Unknown tool: {name}")
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async def run():
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"""Run the structured output server."""
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async with mcp.server.stdio.stdio_server() as (read_stream, write_stream):
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await server.run(
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read_stream,
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write_stream,
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InitializationOptions(
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server_name="structured-output-example",
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server_version="0.1.0",
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capabilities=server.get_capabilities(
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notification_options=NotificationOptions(),
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experimental_capabilities={},
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),
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),
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)
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if __name__ == "__main__":
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asyncio.run(run())
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