"Converting User Requirements to Technical Specifications" matching MCP servers:

Enables travel-related queries and planning including weather, train and flight information, itinerary generation, and travel knowledge retrieval via RAG, using an AI agent with MCP protocol.

Provides Open-Meteo weather tools that return both structured forecast data for the model and a weather card (image link or text) for the user, plus geocoding of place names to coordinates. Requires no API key and works over stdio or streamable HTTP.

Enables AI assistants to look up live weather data, including current conditions and up to 16-day forecasts, by converting place names to coordinates and fetching data from the Open-Meteo API without requiring an API key.

Enables retrieving Israeli weather forecasts through real browser automation and answering user questions conversationally via Gemini.

Enables AI assistants to answer natural-language questions about environmental monitoring stations, returning real-time readings, hourly time-series, and combined station overviews. Supports per-user account binding and OAuth 2.1 authorization so each user only sees stations within their own permissions.

Travel planning tools from Plantrip: generate day-by-day itineraries, AI packing lists, weather insights, and trip cost estimates. Every itinerary gets a shareable page the user owns; free API key, no subscription.

Enables Claude to design reliable hiking routes on real trails, computing accurate distance and elevation gain, locating notable points, technical passages, regulated areas, bivouac and stage options, and weather, with automatic validation across roughly 35 rules. Routes can be exported as GPX (including one file per day), Obsidian notes, HTML maps, and printable roadbooks.

A Model Context Protocol server that provides weather information and forecasts based on user location or address input.

A modular MCP server that connects to external APIs, providing tools for weather data, user management, and company operations. Features a scalable architecture with TypeScript support, HTTP client abstraction, and robust error handling.

Provides comprehensive functionality including weather data, system utilities, Azure cloud management, and AI-powered image generation and editing. Features interactive parameter selection through MCP elicitation for enhanced user experience.

Provides real-time weather information and multi-day forecasts using the Open-Meteo API through a robust, enterprise-grade architecture. It enables AI assistants to retrieve current conditions, 7-day forecasts, and contextual weather data for any location.

Provides personalized recommendations for optimal outdoor exercise times by integrating weather data, Garmin Connect training schedules, and user performance metrics.

Enables users to produce explainable UK garden watering recommendations as deterministic millimetres, litres and runtime from self-reported garden details or an optional postcode, without controlling irrigation hardware.

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.

Enables AI assistants to fetch real-time weather data, forecasts up to 10 days, and compare weather conditions between cities using WeatherAPI.com with support for both Celsius and Fahrenheit units.

Enables users to access five astrology tools via JSON-RPC, including natal chart, sun sign, market pulse, weather, and combined celestial conditions, integrating Free Astrology API, CoinGecko, and Open-Meteo.

Enables MCP-compatible clients such as Claude Desktop to call typed tools for retrieving current weather by city and converting currency amounts using live exchange rates, with safe error handling.

Provides access to Visual Crossing Weather Timeline API for weather data retrieval via natural language queries.

A lightweight, stateless MCP server that enables Claude to fetch current time for UTC or named timezones, current weather conditions via open-meteo, and lunar phase details including phase name, illumination percentage, and age in days.

Enables users to work out soil, mulch, compost, topsoil and potting mix volumes and bag counts for beds and pots, compare bagged versus bulk costs at their own prices, check what to sow each month, and see how often a town has had frost after Melbourne Cup Day. It runs as a read-only, stateless MCP server that connects directly inside Claude, ChatGPT, Cursor and VS Code.

Wraps the Tomorrow.io Weather API to provide weather data, allowing AI agents to query forecasts and historical conditions via natural language.

Hosts MCP tools for weather queries and On-Behalf-Of flow, enabling Copilot to retrieve weather data and user info via Azure Functions.

Enables querying 7-day weather forecasts for Chinese cities and regions by scraping China Weather website data. Supports both user input and AI model intelligent city/region parameter matching.

Enables agents to pull live overnight forecasts for grower blocks and score frost risk with an itemised, versioned engine, returning cold-window start/end hours and a run-protection, stand-by, or no-action verdict. It also lets agents list blocks and sheets, create or update idempotent decision records, and replay their SHA-384 hash chain to verify nothing was altered.

Enables AI assistants and applications to access Dutch weather information, including current conditions, forecasts, alerts, historical data, and automatic resolution of Dutch location names to grid identifiers.

Enables AI assistants to list demo inverter sites, inspect production, pull weather context, and get deterministic panel-cleaning recommendations over MCP using synthetic solar operations data.

Enables LLMs to retrieve 24-hour weather forecasts and city information through natural language queries using city names or coordinates.

Enables AI agents to fetch keyless 3-hourly forecasts out to 72 hours, including cloud cover, seeing, and transparency for stargazing and astronomy planning, plus general weather conditions such as temperature, humidity, wind, and precipitation.

Provides real-time NOAA space weather data (solar flares, Kp index, solar wind) and analyzes HF radio propagation conditions for amateur radio operators to determine optimal frequency bands.

A server for querying surf spot data and searching spots, with tools to list regions, spots, get spot info, find spots by criteria, and get mock forecasts.

Enables LLMs to fetch real-time weather data for any city and perform basic arithmetic operations like addition.

Enables users to get real-time weather data for any city and generate broadcast-style weather news reports. Uses the OpenMeteo API to provide current weather conditions including temperature, humidity, and weather descriptions.

Enables querying current weather and temperature for any city and simulating invitation sends with user confirmation through MCP tools, resources, and prompts.

An MCP server that generates random numbers by using national weather data as entropy seeds. It provides a unique way to generate random values through weather API integration within the Model Context Protocol.

A Model Context Protocol server that exposes tools and resources for fetching GitHub user profiles and weather data, with a React interface and clean architecture.

Enables users to get current weather information for any city through a simple JSON-RPC interface. Integrates with OpenWeatherMap API to provide real-time weather data including temperature, conditions, and other meteorological information.

Enables temperature conversion from Fahrenheit to Celsius through HTTP requests. Provides a simple MCP tool for temperature unit conversion with AWS Lambda deployment support.

Enables MCP clients to access 21 read-only tools for local travel planning, including trip and itinerary validation, budget calculation, booking requirements, integration provider status, flight/train/accommodation/activity searches, route/weather/currency lookups, and travel source search.

A server that integrates the MCP library with OpenAI's API, allowing users to interact with various tools, such as the weather tool, through natural language queries.

Demo MCP server that provides weather data for cities, with tools to get weather and list available cities.