Weather MCP Server
⛅ Weather MCP Server
协议: MCP | Python 3.11+ | 许可证: MIT | 状态: 活跃 ✅
一个健壮的项目,实现了**Model Context Protocol (MCP)**架构——一个由LLM驱动的自主代理,能够获取以色列和美国城市的最新天气预报,在终端聊天界面中提供流畅的自然语言响应。
项目概述
本项目通过授予对外部数据源的访问权限来扩展LLM能力,这些数据源并非原生可用:从缺乏官方公共API的网站检索实时预报。
系统使用两个互补的检索引擎来弥合这一差距:
# | 信息来源 | 机制与技术说明 |
1 | 以色列服务器( | 浏览器自动化(Playwright): 启动无头浏览器实例,导航至 |
2 | 美国服务器( | 官方API REST调用: 一个轻量级服务器,向National Weather Service (NWS)官方API执行直接REST请求。 |
Host层编排整个流程:将服务器连接到语言模型,动态暴露可用工具,并管理对话循环,直到模型产生准确的响应。
工作流架构
User: "What's the weather in Tel Aviv?"
│
▼
Host ◄──► LLM autonomously selects and executes tools
│
▼
Israel Server (Sequential pipeline):
open ──► enter("Tel Aviv") ──► select ──► get_content
│
▼
Content analysis (RAG) by LLM
│
▼
✨ Final response generated in natural languageThis server cannot be installed
Maintenance
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