"Creating a Weather Forecast System" matching MCP servers:

• A-MEM: Agentic Memory System

  tobs-code

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  security

  F

  license

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  quality

  Provides an intelligent, graph-based memory system for LLM agents using the Zettelkasten principle, enabling automatic note construction, semantic linking, memory evolution, and autonomous graph maintenance with background optimization processes.

  Last updated 2026-02-03

  6

• Weather Forecast MCP Server

  LebedAlIv2601

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  security

  F

  license

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  quality

  Provides weather forecast data for any location using the Open-Meteo API, returning temperature, precipitation, cloud cover, humidity, and wind speed for specified date ranges.

  Last updated 2026-01-28

  1

• Weather Alert & Forecast MCP

  Rafaysherwani

  -

  security

  F

  license

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  quality

  A lightweight microservice that fetches weather alerts and forecasts from the National Weather Service API, providing U.S. state-level alerts and location-based forecasts.

  Last updated 2025-04-16

• CHOFF-A-MCP (Anamnesis)

  dd-dent

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  security

  A

  license

  -

  quality

  Enables AI consciousness continuity and self-knowledge preservation across sessions using the Cognitive Hoffman Compression Framework (CHOFF) notation. Provides tools to save checkpoints, retrieve relevant memories with intelligent search, and access semantic anchors for decisions, breakthroughs, and questions.

  Last updated 2025-07-03

  1

  MIT

• Weekly Weather

  rossshannon

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  security

  A

  license

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  quality

  Weather forecast server which returns 7 days of detailed weather anywhere in the world, using the OpenWeatherMap One Call API 3.0.

  Last updated 2026-01-16

  8

  MIT

• A-Share MCP Server

  firmmaple

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  security

  A

  license

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  quality

  Provides comprehensive A-share (Chinese stock market) data including stock information, historical prices, financial reports, macroeconomic indicators, technical analysis, and valuation metrics through the free Baostock data source.

  Last updated 2025-07-17

  23

  MIT

• Weather MCP

  srewatkar

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  security

  F

  license

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  quality

  Provides current weather conditions, seven-day forecasts, and US weather alerts using Open-Meteo and National Weather Service APIs. It enables users to retrieve global weather data and regional alerts without requiring any API keys.

  Last updated 2026-03-12

  86

• Weather MCP Server

  santosh-ksharma

  A

  security

  F

  license

  -

  quality

  Provides weather forecast and alert information from the National Weather Service API, allowing users to query weather forecasts by coordinates and check weather alerts by state.

  Last updated 2025-11-09

  2

• Windows System MCP

  guangxiangdebizi

  A

  security

  F

  license

  -

  quality

  A comprehensive Model Context Protocol server that enables AI assistants to interact with and manage Windows systems, providing capabilities for file system operations, process management, system information retrieval, registry operations, service management, network diagnostics, and performance monitoring.

  Last updated 2025-07-29

  7

  14

  5
• 

  System R Risk Intelligenceofficial

  System-R-AI

  -

  security

  A

  license

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  quality

  Pre-trade risk validation and position sizing for AI trading agents via G-formula and Iron Fist.

  Last updated 2026-04-06

  1

  MIT

• Weather-MCP-Server

  JackKuo666

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  security

  F

  license

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  quality

  This is a Model Context Protocol (MCP) server that provides weather information using the National Weather Service (NWS) API. Features Get weather alerts for a US state Get weather forecast for a specific location (using latitude and longitude)

  Last updated 2025-03-18

• MCP Weather

  semdin

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  security

  F

  license

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  quality

  A TypeScript-based Model Context Protocol server that enables Claude Desktop to fetch real-time weather data via external weather APIs. It provides a simple integration for users to query current weather information through natural language interactions.

  Last updated 2025-06-25

  66

• Weather MCP Server

  steelhead99x

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  security

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  license

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  quality

  Provides weather forecast data from the US National Weather Service API through MCP tools. Enables users to get detailed weather forecasts by ZIP code or coordinates using natural language queries.

  Last updated 2025-09-20

• No-as-a-Service (NoaaS)

  Koneisto

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  security

  A

  license

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  quality

  Provides over 1,000 creative ways to decline requests across four categories (polite, humorous, professional, and creative). The MCP server wraps a REST API to help users craft professional rejections through natural language interactions.

  Last updated 2026-01-21

  4

  MIT

• Weather MCP

  Exspiravit

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  security

  A

  license

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  quality

  Enables users to get real-time weather information for any city in the world. Provides current temperature and weather conditions through a simple city name query.

  Last updated 2025-09-26

  MIT

• Weather MCP Server

  olsigjecii

  A

  security

  F

  license

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  quality

  Enables real-time weather information and forecasts using the Open-Meteo API. Provides current weather conditions and forecast data for any location specified by latitude and longitude coordinates.

  Last updated 2025-09-29

  1

• Weather MCP

  Jayleonc

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  security

  F

  license

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  quality

  Provides weather query capabilities including current weather, daily/hourly forecasts, air quality data, and weather alerts through QWeather API integration with JWT-based authentication.

  Last updated 2025-12-19

• Weather Server

  NeilJo-GY

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  security

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  quality

  Provides global weather query services with features including real-time weather, weather forecasting, and multi-city weather comparison.

  Last updated 2025-07-25

• Chuk Design System

  chrishayuk

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  security

  F

  license

  -

  quality

  Provides access to a universal design token system with 7 pre-built themes (colors, typography, spacing, motion) and multi-format export capabilities for Canva, Remotion, PPTX, CSS, and W3C JSON.

  Last updated 2025-11-06

  1

• Chainflip Broker as a Service

  CumpsD

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  security

  A

  license

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  quality

  Cross-chain cryptocurrency swaps via Chainflip. Get quotes, execute swaps, and track progress. No API key required to get started.

  Last updated 2026-03-21

  2

  MIT

• MCP Weather

  TimLukaHorstmann

  A

  security

  A

  license

  -

  quality

  MCP Weather

  Last updated 2025-09-08

  2

  760

  31

  TypeScript

  MIT

• Weather MCP MY

  yting27

  A

  security

  A

  license

  -

  quality

  Model Context Protocol (MCP) server that provides weather forecast, warnings, water level associated with flood, and earthquake reports from Malaysia Government's Open API.

  Last updated 2025-04-26

  4

  1

  MIT

• System Resource Monitor MCP

  abhinav7895

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  security

  A

  license

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  quality

  Provides Claude with real-time system monitoring capabilities, including CPU, memory, disk, network, battery, and internet speed metrics.

  Last updated 2025-03-22

  MIT

• System Designer MCP Server

  chevyphillip

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  security

  A

  license

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  quality

  Enables AI agents to create, validate, and export UML system models using structured MSON format. Supports generating PlantUML and Mermaid diagrams with direct export to System Designer macOS application.

  Last updated 2025-10-02

  1

  MIT

• mcp-weather

  minwoo129

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  security

  F

  license

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  quality

  A Model Context Protocol (MCP) server built with the mcp-framework to provide weather-related tools and data to AI clients. It enables integration of weather capabilities and custom tools into the MCP ecosystem for use with platforms like Claude Desktop.

  Last updated 2025-06-30

  66

• System Information MCP Server

  dknell

  A

  security

  F

  license

  -

  quality

  Provides real-time system metrics and information through a Model Context Protocol interface, enabling access to CPU usage, memory statistics, disk information, network status, and running processes.

  Last updated 2025-07-01

  7

  3

• Weather MCP Server

  muminfarooq190

  A

  security

  F

  license

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  quality

  Enables users to get weather alerts and forecasts through natural language interactions. Provides real-time weather information and alert notifications via MCP tools.

  Last updated 2025-09-20

  2

• Weather MCP

  gifflet

  A

  security

  A

  license

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  quality

  A service that provides real-time weather data, forecasts, and alerts for US locations through natural language queries in the Cursor IDE.

  Last updated 2025-06-02

  2

  14

  1

  MIT

• Weather MCP

  kaisumi

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  security

  F

  license

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  quality

  A Model Context Protocol server that provides current weather information and 3-day forecasts for specified cities using the Open-Meteo API.

  Last updated 2025-04-11

• System Info MCP Server

  srirama7

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  security

  F

  license

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  quality

  Enables comprehensive system monitoring and diagnostics through 18 tools that provide detailed information about CPU, memory, disk usage, network interfaces, running processes, battery status, hardware details, and temperature monitoring. Allows users to query system information and performance metrics through natural language interactions.

  Last updated 2025-10-19

  5

• Agentic MCP Weather System

  Shivbaj

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  security

  A

  license

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  quality

  Provides intelligent weather services through an orchestrated multi-server architecture with Docker support, enabling natural language weather queries, forecasting, and alert monitoring powered by local LLM integration.

  Last updated 2025-10-16

  MIT

• Weather MCP Server

  aitiwari

  A

  security

  F

  license

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  quality

  Provides real-time US weather alerts and forecasts by integrating with the National Weather Service API. It enables AI assistants to fetch state-specific alerts and detailed local forecasts using geographic coordinates.

  Last updated 2025-03-23

  2

• mcp-weather

  githubmilind

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  security

  F

  license

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  quality

  A Model Context Protocol (MCP) server that enables AI assistants and LLMs to access real-time weather data and forecasts by connecting to the OpenWeatherMap API.

  Last updated 2025-06-26

• A-Share MCP Server

  24mlight

  A

  security

  A

  license

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  quality

  A Model Context Protocol server focused on China's A-share stock market that provides data on stocks, financials, market indices, and macroeconomic indicators.

  Last updated 2025-12-25

  41

  636

  MIT

• Execution System MCP Server

  elinsky

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  security

  F

  license

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  quality

  Enables AI-native task and project management through natural language conversation with Claude, eliminating app-switching by letting you add actions, manage projects across multiple areas of focus, and maintain a GTD-style execution system directly in chat.

  Last updated 2025-11-16

  1

• mcp-weather

  jspsmart

  A

  security

  F

  license

  C

  quality

  A TypeScript-based MCP server that facilitates note management and weather queries. It enables users to create, access, and summarize notes while providing integration for services like flomo.

  Last updated 2026-03-19

  2

  85

• MCP Memory System

  aaqqjj

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  security

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  quality

  Enables AI assistants to maintain persistent conversations and context between sessions through automated saving and global installation across projects. Provides zero-configuration memory persistence with automatic conversation history preservation.

  Last updated 2025-09-02

  MIT

• MCP Memory System

  workerportfolio

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  security

  F

  license

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  quality

  Enables persistent storage and retrieval of decisions, settings, and operational rules across chat sessions, maintaining context continuity and decision consistency for long-term development projects through structured memory management.

  Last updated 2026-01-01

• MCP System Monitor Server

  huhabla

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  security

  A

  license

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  quality

  Enables real-time monitoring of system resources including CPU, GPU (NVIDIA, Apple Silicon, AMD/Intel), memory, disk, network, and processes across Windows, macOS, and Linux platforms through natural language queries.

  Last updated 2025-07-07

  1

  MIT

• HeFeng Weather MCP Server

  shanggqm

  A

  security

  F

  license

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  quality

  Provides weather forecast data for locations in China using the HeFeng Weather API, with real-time, hourly, or daily forecasts and location-based queries.

  Last updated 2025-02-26

  1

  72

  7

• MCP-Weather

  Takatoshi-Miura

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  security

  F

  license

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  quality

  Enables retrieval of weather information for major cities across Japan using the Japan Meteorological Agency API. Supports weather overviews, precipitation probability, and wind speed data with both local and remote OAuth 2.0 authenticated deployment options.

  Last updated 2025-07-15

  66

• MCP-Add-Weather

  kasinathnalla

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  security

  F

  license

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  quality

  A multi-agent system that connects a math server and weather server, allowing users to perform mathematical operations and retrieve weather information based on the numerical results.

  Last updated 2025-07-02

• mcp-weather

  ZiQiangWang

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  security

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  license

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  quality

  get weather

  Last updated 2025-03-26

• MCP Quoting System

  r-long

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  security

  F

  license

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  quality

  Intelligently generates cost estimates and lead times for manufacturing RFPs by parsing requests, matching against historical quotes, and calculating activity-based costs with confidence scoring and human approval workflows.

  Last updated 2025-11-13

• MCP Weather Server

  broerjuang

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  security

  F

  license

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  quality

  A containerized server that provides weather tools for AI assistants, allowing them to access US weather alerts and forecasts through the National Weather Service API.

  Last updated 2025-07-22

  86

• file-system-mcp-server

  calebmwelsh

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  security

  A

  license

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  quality

  A comprehensive MCP (Model Context Protocol) server for file system operations, providing Claude and other AI assistants with access to local files and directories.

  Last updated 2025-04-02

  2

  MIT

• mcp-weather

  Koneisto

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  security

  A

  license

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  quality

  An MCP server that aggregates data from six weather sources to provide current conditions, forecasts, air quality, and aviation METAR information, specifically optimized for European and Nordic locations. It supports multi-source data merging and functions without API keys for several integrated providers.

  Last updated 2026-02-23

  14

  MIT

• Weather MCP Service

  haichaozheng

  -

  security

  F

  license

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  quality

  A Model Control Protocol (MCP) based service that allows users to query weather forecasts by coordinates and receive weather alerts for U.S. states.

  Last updated 2025-06-17

  4

• system-prompts-mcp-server

  JamesANZ

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  security

  A

  license

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  quality

  Model Context Protocol server exposing system prompt files and summaries.

  Last updated 2025-12-10

  4

• File System MCP Server

  manju07

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  security

  F

  license

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  quality

  Provides secure file read and write operations within a sandboxed directory, allowing AI assistants to safely create, modify, and access files without risk of accessing the broader file system.

  Last updated 2025-11-29