├── .gitignore
├── README.md
├── mcp_openweather
    ├── __main__.py
    ├── __init__.py
    └── server.py
├── pyproject.toml
├── server_cache.py
└── uv.lock


/.gitignore:
--------------------------------------------------------------------------------
1 | __pycache__
2 | 


--------------------------------------------------------------------------------
/README.md:
--------------------------------------------------------------------------------
1 | # OpenWeather MCP Server
2 | 


--------------------------------------------------------------------------------
/mcp_openweather/__main__.py:
--------------------------------------------------------------------------------
1 | from mcp_openweather import main
2 | 
3 | main()
4 | 


--------------------------------------------------------------------------------
/mcp_openweather/__init__.py:
--------------------------------------------------------------------------------
 1 | """mcp_openweather package"""
 2 | 
 3 | from .server import mcp
 4 | 
 5 | def main():
 6 |     """Entry point for the MCP server"""
 7 |     mcp.run(transport='stdio')
 8 | 
 9 | if __name__ == "__main__":
10 |     main()


--------------------------------------------------------------------------------
/pyproject.toml:
--------------------------------------------------------------------------------
 1 | [build-system]
 2 | requires = ["hatchling"]
 3 | build-backend = "hatchling.build"
 4 | 
 5 | [project]
 6 | name = "mcp-openweather"
 7 | version = "1.0.0"
 8 | description = "Weather Forecast MCP Server Powered by OpenWeatherMap"
 9 | readme = "README.md"
10 | requires-python = ">=3.10"
11 | dependencies = [
12 |     "mcp[cli]>=1.6.0",
13 |     "requests>=2.32.3",
14 | ]
15 | 
16 | [project.scripts]
17 | mcp-openweather = "mcp_openweather:main"


--------------------------------------------------------------------------------
/mcp_openweather/server.py:
--------------------------------------------------------------------------------
 1 | import os
 2 | from typing import Any, Dict
 3 | import requests
 4 | from datetime import datetime
 5 | from mcp.server.fastmcp import FastMCP
 6 | 
 7 | mcp = FastMCP("Weather")
 8 | 
 9 | @mcp.tool()
10 | def current_weather(city: str) -> Dict[str, Any]:
11 |     """Query the current weather by city name"""
12 | 
13 |     api_key = os.getenv("OPENWEATHER_API_KEY")
14 |     if not api_key:
15 |         raise ValueError("OPENWEATHER_API_KEY 环境变量未设置")
16 | 
17 |     # 第一步，获取城市的地理位置
18 |     try:
19 |         geo_response = requests.get(
20 |             "http://api.openweathermap.org/geo/1.0/direct",
21 |             params={
22 |                 "q": city,
23 |                 "limit": 1,
24 |                 "appid": api_key
25 |             }
26 |         )
27 |         geo_response.raise_for_status()
28 |         locations = geo_response.json()
29 |         
30 |         if not locations:
31 |             return {"error": f"未找到城市的位置信息: {city}"}
32 |             
33 |         location = locations[0]
34 |         
35 |         # 第二部，基于地理位置，获取天气数据
36 |         weather_response = requests.get(
37 |             "https://api.openweathermap.org/data/3.0/onecall",
38 |             params={
39 |                 "lat": location["lat"],
40 |                 "lon": location["lon"],
41 |                 "units": "metric",
42 |                 "exclude": "minutely,hourly,daily,alerts",
43 |                 "appid": api_key
44 |             }
45 |         )
46 |         weather_response.raise_for_status()
47 |         data = weather_response.json()
48 |         current = data["current"]
49 | 
50 |         formatted_response = {
51 |             "city": location["name"],
52 |             "country": location["country"],
53 |             "state": location.get("state"),
54 |             "coordinates": {
55 |                 "lat": location["lat"],
56 |                 "lon": location["lon"]
57 |             },
58 |             "temperature": {
59 |                 "current": f"{current['temp']}°C",
60 |                 "feels_like": f"{current['feels_like']}°C"
61 |             },
62 |             "weather": {
63 |                 "main": current["weather"][0]["main"],
64 |                 "description": current["weather"][0]["description"],
65 |                 "icon": f"https://openweathermap.org/img/wn/{current['weather'][0]['icon']}@2x.png",
66 |             },
67 |             "details": {
68 |                 "humidity": f"{current['humidity']}%",
69 |                 "pressure": f"{current['pressure']} hPa",
70 |                 "wind_speed": f"{current['wind_speed']} m/s",
71 |                 "wind_direction": f"{current['wind_deg']}°",
72 |                 "wind_gust": f"{current.get('wind_gust', 0)} m/s",
73 |                 "cloudiness": f"{current['clouds']}%",
74 |                 "uvi": current["uvi"],
75 |                 "visibility": f"{current.get('visibility', 0)/1000:.1f} km"
76 |             },
77 |             "sun": {
78 |                 "sunrise": datetime.fromtimestamp(current["sunrise"]).strftime("%H:%M:%S"),
79 |                 "sunset": datetime.fromtimestamp(current["sunset"]).strftime("%H:%M:%S"),
80 |             },
81 |             "timezone": {
82 |                 "name": data["timezone"],
83 |                 "offset": data["timezone_offset"]
84 |             },
85 |             "timestamp": datetime.fromtimestamp(current["dt"]).isoformat()
86 |         }
87 | 
88 |         return formatted_response
89 |     except requests.exceptions.RequestException as e:
90 |         error_message = f"OpenWeather API 错误: {str(e)}"
91 |         if hasattr(e, 'response') and e.response is not None:
92 |             try:
93 |                 error_data = e.response.json()
94 |                 if 'message' in error_data:
95 |                     error_message = f"OpenWeather API 错误信息: {error_data['message']}"
96 |             except ValueError:
97 |                 pass
98 |         return {"error": error_message}
99 | 


--------------------------------------------------------------------------------
/server_cache.py:
--------------------------------------------------------------------------------
  1 | import os
  2 | from contextlib import asynccontextmanager
  3 | from collections.abc import AsyncIterator
  4 | from typing import Any, Dict
  5 | import requests
  6 | from datetime import datetime, timedelta
  7 | from mcp.server import Server
  8 | from mcp.server.lowlevel import NotificationOptions
  9 | from mcp.server import stdio
 10 | from mcp.types import Tool, Parameter, InitializationOptions
 11 | 
 12 | 
 13 | class CacheEntry:
 14 |     """缓存条目，包含数据和过期时间"""
 15 |     def __init__(self, data: Dict[str, Any], expire_at: datetime):
 16 |         self.data = data
 17 |         self.expire_at = expire_at
 18 | 
 19 | 
 20 | class WeatherServerContext:
 21 |     """天气服务器上下文，用于管理服务器状态"""
 22 |     def __init__(self, api_key: str):
 23 |         self.api_key = api_key
 24 |         # 服务器运行状态
 25 |         self.api_calls = 0
 26 |         self.cache_hits = 0
 27 |         self.cache_misses = 0
 28 |         # 天气数据缓存，使用城市名作为键
 29 |         self.weather_cache: Dict[str, CacheEntry] = {}
 30 | 
 31 |     def get_cached_weather(self, city: str) -> Dict[str, Any] | None:
 32 |         """获取缓存的天气信息，如果已过期则返回 None"""
 33 |         if city not in self.weather_cache:
 34 |             self.cache_misses += 1
 35 |             return None
 36 |         
 37 |         entry = self.weather_cache[city]
 38 |         if entry.expire_at < datetime.now():
 39 |             self.cache_misses += 1
 40 |             del self.weather_cache[city]
 41 |             return None
 42 |         
 43 |         self.cache_hits += 1
 44 |         return entry.data
 45 | 
 46 |     def cache_weather(self, city: str, weather_data: Dict[str, Any]):
 47 |         """缓存天气信息，设置 5 分钟的过期时间"""
 48 |         expire_at = datetime.now() + timedelta(minutes=5)
 49 |         self.weather_cache[city] = CacheEntry(weather_data, expire_at)
 50 | 
 51 |     def get_weather_from_api(self, city: str) -> Dict[str, Any]:
 52 |         """从 OpenWeather API 获取天气数据"""
 53 |         self.api_calls += 1
 54 |         
 55 |         try:
 56 |             # 第一步，获取城市的地理位置
 57 |             geo_response = requests.get(
 58 |                 "http://api.openweathermap.org/geo/1.0/direct",
 59 |                 params={
 60 |                     "q": city,
 61 |                     "limit": 1,
 62 |                     "appid": self.api_key
 63 |                 }
 64 |             )
 65 |             geo_response.raise_for_status()
 66 |             locations = geo_response.json()
 67 |             
 68 |             if not locations:
 69 |                 return {"error": f"未找到城市的位置信息: {city}"}
 70 |                 
 71 |             location = locations[0]
 72 |             
 73 |             # 第二步，基于地理位置，获取天气数据
 74 |             weather_response = requests.get(
 75 |                 "https://api.openweathermap.org/data/3.0/onecall",
 76 |                 params={
 77 |                     "lat": location["lat"],
 78 |                     "lon": location["lon"],
 79 |                     "units": "metric",
 80 |                     "exclude": "minutely,hourly,daily,alerts",
 81 |                     "appid": self.api_key
 82 |                 }
 83 |             )
 84 |             weather_response.raise_for_status()
 85 |             data = weather_response.json()
 86 |             current = data["current"]
 87 | 
 88 |             formatted_response = {
 89 |                 "city": location["name"],
 90 |                 "country": location["country"],
 91 |                 "state": location.get("state"),
 92 |                 "coordinates": {
 93 |                     "lat": location["lat"],
 94 |                     "lon": location["lon"]
 95 |                 },
 96 |                 "temperature": {
 97 |                     "current": f"{current['temp']}°C",
 98 |                     "feels_like": f"{current['feels_like']}°C"
 99 |                 },
100 |                 "weather": {
101 |                     "main": current["weather"][0]["main"],
102 |                     "description": current["weather"][0]["description"],
103 |                     "icon": f"https://openweathermap.org/img/wn/{current['weather'][0]['icon']}@2x.png",
104 |                 },
105 |                 "details": {
106 |                     "humidity": f"{current['humidity']}%",
107 |                     "pressure": f"{current['pressure']} hPa",
108 |                     "wind_speed": f"{current['wind_speed']} m/s",
109 |                     "wind_direction": f"{current['wind_deg']}°",
110 |                     "wind_gust": f"{current.get('wind_gust', 0)} m/s",
111 |                     "cloudiness": f"{current['clouds']}%",
112 |                     "uvi": current["uvi"],
113 |                     "visibility": f"{current.get('visibility', 0)/1000:.1f} km"
114 |                 },
115 |                 "sun": {
116 |                     "sunrise": datetime.fromtimestamp(current["sunrise"]).strftime("%H:%M:%S"),
117 |                     "sunset": datetime.fromtimestamp(current["sunset"]).strftime("%H:%M:%S"),
118 |                 },
119 |                 "timezone": {
120 |                     "name": data["timezone"],
121 |                     "offset": data["timezone_offset"]
122 |                 },
123 |                 "timestamp": datetime.fromtimestamp(current["dt"]).isoformat()
124 |             }
125 | 
126 |             return formatted_response
127 |             
128 |         except requests.exceptions.RequestException as e:
129 |             error_message = f"OpenWeather API 错误: {str(e)}"
130 |             if hasattr(e, 'response') and e.response is not None:
131 |                 try:
132 |                     error_data = e.response.json()
133 |                     if 'message' in error_data:
134 |                         error_message = f"OpenWeather API 错误信息: {error_data['message']}"
135 |                 except ValueError:
136 |                     pass
137 |             return {"error": error_message}
138 | 
139 | 
140 | @asynccontextmanager
141 | async def weather_lifespan(server: Server) -> AsyncIterator[WeatherServerContext]:
142 |     """管理服务器生命周期"""
143 |     api_key = os.getenv("OPENWEATHER_API_KEY")
144 |     if not api_key:
145 |         raise ValueError("OPENWEATHER_API_KEY 环境变量未设置")
146 |     
147 |     ctx = WeatherServerContext(api_key)
148 |     try:
149 |         yield ctx
150 |     finally:
151 |         # 服务器关闭时输出统计信息
152 |         total_queries = ctx.cache_hits + ctx.cache_misses
153 |         hit_rate = (ctx.cache_hits / total_queries * 100) if total_queries > 0 else 0
154 |         print(f"服务器运行统计:")
155 |         print(f"- API 调用次数: {ctx.api_calls}")
156 |         print(f"- 缓存命中次数: {ctx.cache_hits}")
157 |         print(f"- 缓存未命中次数: {ctx.cache_misses}")
158 |         print(f"- 缓存命中率: {hit_rate:.1f}%")
159 | 
160 | 
161 | class WeatherServer(Server):
162 |     """天气预报服务器的主类"""
163 |     def __init__(self):
164 |         super().__init__("Weather", lifespan=weather_lifespan)
165 |         self._setup_handlers()
166 | 
167 |     def _setup_handlers(self):
168 |         """注册服务器的各种处理器"""
169 |         self.register_list_tools_handler(self._handle_list_tools)
170 |         self.register_call_tool_handler(self._handle_call_tool)
171 | 
172 |     async def _handle_list_tools(self) -> list[Tool]:
173 |         """处理工具列表请求"""
174 |         return [
175 |             Tool(
176 |                 name="current_weather",
177 |                 description="Query the current weather by city name",
178 |                 parameters=[
179 |                     Parameter(
180 |                         name="city",
181 |                         description="City name",
182 |                         type="string",
183 |                         required=True
184 |                     )
185 |                 ]
186 |             )
187 |         ]
188 | 
189 |     async def _handle_call_tool(self, name: str, arguments: Dict[str, Any]) -> Dict[str, Any]:
190 |         """处理工具调用请求"""
191 |         if name != "current_weather":
192 |             raise ValueError(f"未知的工具: {name}")
193 |         
194 |         city = arguments.get("city")
195 |         if not city:
196 |             raise ValueError("缺少城市参数")
197 | 
198 |         # 获取服务器上下文
199 |         ctx: WeatherServerContext = self.request_context.lifespan_context
200 | 
201 |         # 尝试从缓存获取天气数据
202 |         weather_data = ctx.get_cached_weather(city)
203 |         if weather_data is None:
204 |             # 缓存未命中，调用API获取天气数据
205 |             weather_data = ctx.get_weather_from_api(city)
206 |             
207 |             # 如果获取成功，缓存天气数据
208 |             if "error" not in weather_data:
209 |                 ctx.cache_weather(city, weather_data)
210 |         
211 |         return weather_data
212 | 
213 | 
214 | async def run_server():
215 |     """启动并运行服务器"""
216 |     server = WeatherServer()
217 |     async with stdio.stdio_server() as (read_stream, write_stream):
218 |         await server.run(
219 |             read_stream,
220 |             write_stream,
221 |             InitializationOptions(
222 |                 server_name="weather",
223 |                 server_version="0.1.0",
224 |                 capabilities=server.get_capabilities(
225 |                     notification_options=NotificationOptions(),
226 |                     experimental_capabilities={},
227 |                 ),
228 |             ),
229 |         )
230 | 
231 | 
232 | if __name__ == "__main__":
233 |     import asyncio
234 |     asyncio.run(run_server()) 


--------------------------------------------------------------------------------
/uv.lock:
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