"Guidance on orchestrating new software projects" matching MCP servers:

WindAI MCP Server — AI-powered wind resource assessment for any location on Earth.

Free travel utilities plus live x402 travel itelligence: $0.01 Travel Pulse disruption and emergency-awareness checks, day trips, weekend getaways, creator experiences, weather-aware planning, mobility options, currency conversion, airport checks, and timing guidance.

Provides MCP tools to fetch weather forecasts for Israeli cities using browser automation with Playwright, without relying on external APIs.

Enables AI agents to access paid tools like crypto prices, weather, translation, and web intelligence via per-request USDC payments on Base, with no API keys or subscriptions.

A Model Context Protocol server that provides comprehensive weather data querying capabilities based on the Caiyun Weather API, supporting real-time weather, forecasts, and alerts with multi-language support.

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

A Model Context Protocol server that provides tools to fetch weather alerts for US states and forecasts based on latitude/longitude coordinates using the US National Weather Service API.

Enables users to fetch current weather conditions for any city worldwide and display weather information as native system notifications on macOS. Provides human-readable weather data including temperature, conditions, humidity, wind speed, and atmospheric pressure.

A simple service using Model Context Protocol (MCP) to provide weather information for multiple cities including Fukuoka, Tokyo, Osaka, Moscow, and New York.

62 live, cryptographically signed data tools for AI agents and robots: weather, natural hazards, flights, shipping, space, CVEs, sanctions, software versions, sea ice and more. Every datapoint carries source, licence, timestamp and an Ed25519 signature.

An MCP server that runs on AWS Lambda, enabling MCP clients like Claude Desktop to invoke tools such as weather forecasts via serverless infrastructure with OAuth authentication.

Provides real-time weather queries for 12 major Chinese cities (plus global English city support) using the wttr.in API. Built on the HelloAgents framework, it exposes tools to get current weather, list supported cities, and get server info.

Ask your AI what to wear: weather-aware outfit suggestions for any city and occasion, today or tomorrow. Live weather via OpenWeather, layering advice on big temperature swings, curated styling formulas for 7 occasions. Hosted at https://outfitmaker.ai/mcp (Streamable HTTP, no auth). Tools: what_to_wear_today, suggest_outfit, about_outfitmaker.

Provides weather information using the US National Weather Service API, including active weather alerts for US states and location-specific forecasts based on latitude and longitude coordinates.

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

Provides details on active tropical cyclones including storm details, advisories, forecasts, and cone/surge product links via a keyless API.

Enables real-time weather lookups for cities through the wttr.in service, accepting both Chinese and English city names along with tools to list supported Chinese cities and retrieve server metadata. It runs over Streamable HTTP with configurable host, port, and transport settings for deployment on platforms such as Smithery or via Docker.

An MCP server that provides access to environmental weather data for AI agents through the National Weather Service (NWS) API, enabling location management, weather observations, alerts, and HeatRisk guidance.

Provides deterministic surf-window recommendations and explanations based on stored decisions, enabling safe surf planning through tool-backed evidence.

Enables users to look up current conditions and multi-day forecasts (up to 7 days) for cities worldwide by accepting Chinese or English city names and returning Chinese-language results. It draws on dual data sources with automatic fallback for reliability, and can be used either via a hosted Streamable HTTP endpoint or self-hosted without any API keys.