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"""Example of structured output with low-level MCP server."""
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#!/usr/bin/env python3
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"""Example low-level MCP server demonstrating structured output support.
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This example shows how to use the low-level server API to return
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structured data from tools.
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"""
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import asyncio
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import json
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import random
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from datetime import datetime
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import mcp_types as types
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import mcp.server.stdio
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from mcp.server import Server, ServerRequestContext
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async def handle_list_tools(
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ctx: ServerRequestContext, params: types.PaginatedRequestParams | None
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) -> types.ListToolsResult:
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"""List available tools with their schemas."""
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return types.ListToolsResult(
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tools=[
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types.Tool(
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name="get_weather",
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description="Get weather information (simulated)",
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input_schema={
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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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output_schema={
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"type": "object",
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"properties": {
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"temperature": {"type": "number"},
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"conditions": {"type": "string"},
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"humidity": {"type": "integer", "minimum": 0, "maximum": 100},
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"wind_speed": {"type": "number"},
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"timestamp": {"type": "string", "format": "date-time"},
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},
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"required": ["temperature", "conditions", "humidity", "wind_speed", "timestamp"],
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},
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),
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]
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)
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async def handle_call_tool(ctx: ServerRequestContext, params: types.CallToolRequestParams) -> types.CallToolResult:
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"""Handle tool call with structured output."""
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if params.name == "get_weather":
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# Simulate weather data (in production, call a real weather API)
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weather_conditions = ["sunny", "cloudy", "rainy", "partly cloudy", "foggy"]
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weather_data = {
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"temperature": round(random.uniform(0, 35), 1),
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"conditions": random.choice(weather_conditions),
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"humidity": random.randint(30, 90),
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"wind_speed": round(random.uniform(0, 30), 1),
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"timestamp": datetime.now().isoformat(),
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}
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return types.CallToolResult(
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content=[types.TextContent(type="text", text=json.dumps(weather_data, indent=2))],
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structured_content=weather_data,
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)
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raise ValueError(f"Unknown tool: {params.name}")
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server = Server(
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"structured-output-lowlevel-example",
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on_list_tools=handle_list_tools,
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on_call_tool=handle_call_tool,
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)
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async def run():
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"""Run the low-level server using stdio transport."""
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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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server.create_initialization_options(),
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)
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if __name__ == "__main__":
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asyncio.run(run())
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[project]
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name = "mcp-structured-output-lowlevel"
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version = "0.1.0"
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description = "Example of structured output with low-level MCP server"
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requires-python = ">=3.10"
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dependencies = ["mcp"]
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