#forecast

Enterprise MCP servers for real-time Energy Management, ESG Carbon Reporting, and Smart Building control. Connects AI agents to live kWh, CO₂, HVAC, and IoT data across Singapore, Taiwan, Malaysia, India, and Southeast Asia. ISO 14064 compliant. Multi-tenant. 4 servers · 42 tools.

Historical and real-time weather forecasts of state of the art weather models from NOAA, ECMWF, Google and more. Query and filter data like a database. Full forecast history. Blazing fast. Ideal for bulk data pulls.

11 live weather tools for any AI assistant — real-time conditions, forecasts, historical data, air quality, astronomy, solar irradiance, and plain-English AI queries.

Your personal space for wealth tracking and forecasting financial future.

Real-time weather conditions, Dog Walk Index scores, and drive route rain checks for any US city. No API key required. Three tools: get_weather (current conditions + Dog Walk Index), check_drive_rain (rain risk along a route), get_forecast (5-day outlook). Built on NOAA data.

MCP server for Canadian real estate agents. 16 read-only tools covering transactions, pipeline deals, CRM clients, expenses, mileage tracking, income forecasts, Runway Score (business health grade), and Canadian income tax estimates for all 13 provinces/territories. Streamable HTTP transport with Bearer token auth.

Live Japan seasonal travel data from Japan Meteorological Corporation. 12 tools covering cherry blossom (sakura) forecasts, autumn leaves (koyo), fruit picking, flowers, festivals, and 3-day weather. 1,700+ GPS-tagged spots updated daily at 9AM JST. Works via npx or hosted HTTP endpoint — no auth required.

Inventory health scoring, landed cost calculation, and quick diagnosis tools for Shopify merchants. Calculate GMROI, annual turnover, dead stock exposure, and total landed cost with regulatory surcharges — via three MCP tools.

Real-time weather, 14-day forecasts, historical data, marine, ski, astronomy and timezone data for any location worldwide. Connect your AI agent to WWO's global weather API using your free API key.

Real-time cherry blossom & autumn leaves forecast for Japan. 1,700+ viewing spots with live bloom percentages, forecast dates, and GPS coordinates. Powered by Japan Meteorological Corporation data, updated daily. Includes sakura (1,012 spots), Kawazu cherry (early-bloom Jan-Feb), autumn leaves (687 spots), and 3-day weather forecasts. Find the perfect time to visit any spot in Japan.

MCP server that gives Claude and other MCP Platforms time series forecasting capabilities via the Geneva Forecasting API. Returns forecast values, confidence intervals, and matplotlib chart images directly in your AI assistant. The Geneva engine has been used in Oracle products for 25+ years. Install with pip install geneva-mcp. Free tier available with 1,000 forecasts/month, no credit card required.

Nordic energy price intelligence via MCP — factor attribution showing WHY prices move across Norway's 5 bidding zones (NO1-NO5). Powered from 78 live government data sources. x402 USDC micropayments on Base L2.

Weather forecasts, air quality, UV index, historical data, and alerts for AI agents. 5 tools, powered by Open-Meteo, free, unlimited, no API key.

A simple, cross-platform MCP server for weather and weather forecasts. Uses Open Meteo for weather data, OpenStreetMap Nominatim for geocoding and ip-api.com for IP-based geolocation.

Monte-Carlo-Simulation Forecasting and various statistical methods to assess the stability of the flow and diagnose flow issues. For further details, head over to Github.

The MoneyChoice MCP Server delivers institutional-grade economic forecasts powered by a proprietary quantum-inspired analytical framework that evaluates vast market state possibilities simultaneously rather than relying solely on historical price patterns. Since 2015, MoneyChoice Capital has maintained a documented 80%+ prediction accuracy rate through strict signal validation and full performance transparency. The platform provides comprehensive macroeconomic coverage including inflation, labor markets, monetary policy, production, sentiment, FX, commodities, equities, treasury yields, and GDP across monthly, quarterly, and yearly horizons. Built on measurable performance, mathematical rigor, and long-term consistency, MoneyChoice integrates seamlessly with AI and analytical systems for advanced predictive finance.

An MCP server for zero-shot time-series forecasting powered by foundation models such as Chronos 2 and TiRex, with support for multivariate and probabilistic forecasts.

Description KnowAir Weather MCP is a comprehensive weather and air quality Model Context Protocol (MCP) server. It provides real-time meteorological data and detailed air quality monitoring (PM2.5, PM10, O₃, SO₂, NO₂, CO, AQI – CN & US standards), along with short- and long-term forecasts and astronomical information. Built with Python 3.12+ and FastMCP, it integrates with the Caiyun Weather API to deliver high-precision environmental intelligence. Features • 🌤️ Meteorology: real-time temperature, humidity, wind, precipitation • 🏙️ Air Quality: pollutant concentrations + AQI (CN & US) • 📅 Forecasts: 72-hour hourly and 7-day daily predictions • 🌧️ Minute-level precipitation: hyper-local rain/snow timing (China cities) • 🌅 Astronomy: sunrise, sunset, moon phases • ⚠️ Alerts: real-time weather and air quality warnings Example Usage Ask Claude (with this MCP enabled): “What’s the current weather and air quality in Beijing?” “Get comprehensive environmental data for 116.4575, 39.9113”

Open-Meteo MCP Server - A comprehensive Model Context Protocol server that provides AI models with complete access to Open-Meteo's free weather API. Get real-time weather forecasts, historical climate data, air quality information, marine conditions, and seasonal projections through a simple MCP interface. Supports all major weather models (ECMWF, GFS, ICON, JMA, Météo-France) with data covering temperature, precipitation, wind, humidity, UV index, and specialized datasets for research and professional applications.

A MCP server for weather forecast

A Weather MCP server providing weather alerts and forecasts via the Model Context Protocol.

MCP server that fetches current weather info and forecast for a given location.

测试mcp host连接到mcp server

weather-forecast-server, MCP server, without api key, free. Get weather for cities around the world.

MCP server for weather forecasts and alerts

Get weather forecasts using an AI agent and an MCP server.

AI agent that retrieves weather data from the MCP server to provide automated forecasts. Ideal for integration into weather-related applications.

implementing a sample mcp_server using dolphin_mcp client

Sample MCP server implementation for fetching weather forecasts

A Model Context Protocol (MCP) server that provides weather forecast data from the Government of Canada Weather API. Fetch accurate 5-day forecasts for any location in Canada by latitude and longitude. Easily integrates with Claude Desktop and other MCP-compatible clients.