"Information on conducting deep research" matching MCP servers:

Provides current weather information for any location and generates AI-powered responses using Google Gemini through FastMCP.

An MCP server that provides real-time weather alerts, forecasts, stock market data, and news information through various API integrations.

FastMCP server offering weather and news lookup tools, demonstrating MCP integration with a LangGraph multi-agent research workflow.

Connects ChatGPT/Claude with the QualityControl REST API, allowing users to query company information, sensor data, weather, harvest, exports, dispatches, and more using natural language.

An MCP server that provides real-time weather forecasts, weather warnings, and recent earthquake information in Taiwan via the Central Weather Administration's open data API.

Enables interactive access to JAXA's satellite observation data (precipitation, land surface temperature, NDVI, elevation, soil moisture) via Claude, providing tools for point time series, dataset information, and area image generation.

Enables AI agents to access live aviation data including METAR weather, airport information, aircraft specs, an aviation glossary, and FAA-style practice questions via the free Rotate Pilot API.

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

Lightweight MCP server that exposes tools for system information and weather lookup, designed for agent integration via stdio.

Calculate the altitude, rise, and set times of celestial objects (Sun, Moon, planets, stars, and deep-space objects) for any location on Earth.

MCP server giving AI agents access to real-time aviation data — live flight tracking, airport weather, airline and airport information.

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

Provides real-time weather information for any city by name, including temperature, humidity, pressure, conditions, and wind speed, via the OpenWeather API.

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.

Enables AI agents to fetch current weather, forecasts, and location information via Open-Meteo, with input validation, retries, and clear error messages.

MCP server for discovering Madagascar-focused humanitarian, weather, risk, and open-data sources, with tools to search datasets, fetch alerts, and get weather information.

Provides access to German Weather Service (DWD) data via the Bright Sky API, including current conditions, forecasts, and official weather alerts. Users can retrieve weather information and locate stations using either city names or geographic coordinates.

MCP server for Mayotte public data, vigilance, administrative references, and local risk discovery, enabling users to search datasets, list communes, and fetch official information.

Enables Claude to query real-time weather information for specified regions using the OpenWeatherMap API.

Enables users to query weather information for Israel via Playwright browser automation and for the USA via a weather API, allowing an LLM to access real-time weather data and alerts.