Best Maps, Weather & Local Data MCP Servers

Maps, Weather & Local Data MCP servers connect AI assistants to real-world geospatial and environmental services. These servers provide live weather forecasts, directions, public transit updates, flight searches, restaurant guides, and ride bookings. Users can ground large language models in accurate local data through standardized Model Context Protocol tools and resources.

Maps, Weather & Local Data MCP servers let AI assistants query live environmental conditions, geolocate coordinates, calculate transit routes, and access regional points of interest. By exposing external location APIs through the Model Context Protocol, these tools enable models to retrieve forecasts, inspect transit schedules, and suggest dining or lodging without leaving the conversation interface.

How to Choose an MCP Server

When evaluating servers in this category, consider three main operational factors:

  1. Transport and hosting architecture: Determine whether the server runs locally via standard input/output (stdio) or as a remote server over Server-Sent Events (SSE) or HTTP. Lightweight lookup utilities work well over local stdio, whereas shared booking platforms or multi-tenant services often run best as hosted SSE endpoints.
  2. Authentication and API access: Check the credential requirements for upstream providers. Some tools query open, keyless endpoints directly, while others require commercial API tokens, developer accounts, or user authentication for services like ride booking or mapping platforms.
  3. Maintenance and data freshness: Verify whether the server connects to real-time APIs or uses static offline datasets. Flight trackers, railway schedules, and weather feeds demand low-latency, actively maintained connectors to avoid outdated results.

Top Picks

For basic meteorological reports, Wttr Weather queries the wttr.in service without complex setup. MCP Weather connects directly to the OpenWeather API for structured global forecasts. Travel Planner integrates Google Maps services for route calculation and geographic context. NS Travel Information MCP Server supplies real-time departures and disruptions across Dutch railways. Michelin MCP extracts rated restaurant details, cuisines, and facilities, while Uber allows assistants to dispatch rides through user accounts.

Compare the top Maps, Weather & Local Data MCP servers

MCP serverWhat it connects toTypeRepository
Salaah MCPSalaah MCP is an MCP server that provides Islamic prayer times and astronomical calculations to Model Context Protocol clients suchUnknownhttps://github.com/yusufk/salaah-mcp
Wttr WeatherWttr Weather is an MCP server that connects LLM interfaces and AI agents to the wttr.in weather service. Designed forUnknownhttps://github.com/melody26613/mcp-server-fetch-wttr
NS Travel Information MCP ServerNS Travel Information MCP Server is an MCP server that integrates Model Context Protocol clients with the official Dutch railwaysUnknownhttps://github.com/r-huijts/ns-mcp-server
UberUber is an MCP server that integrates an AI assistant with the Uber Rides API using OAuth 2.0 authentication. ItUnknownhttps://github.com/199-biotechnologies/mcp-uber
Travel PlannerTravel Planner is an MCP server that integrates large language models with Google Maps services for location intelligence and travelUnknownhttps://github.com/GongRzhe/TRAVEL-PLANNER-MCP-Server
Travel MCP ServerTravel MCP Server is an MCP server that provides travel planning, booking discovery, and trip budgeting tools to AI assistants.Unknownhttps://github.com/gs-ysingh/travel-mcp-server
Travel AssistantTravel Assistant is an MCP server ecosystem that equips AI assistants with tools for comprehensive travel planning, flight search, accommodationUnknownhttps://github.com/skarlekar/mcp_travelassistant
TripGoTripGo is an MCP server that connects AI clients to the SkedGo TripGo API to deliver comprehensive transit, routing, andUnknownhttps://github.com/skedgo/tripgo-mcp-server
MeteoSwiss DataMeteoSwiss Data is an MCP server that connects AI assistants to official meteorological information from the MeteoSwiss Open Government DataUnknownhttps://github.com/eins78/mcp-server-meteoswiss
Satellite MCP ServerSatellite MCP Server is an MCP server that performs satellite orbital mechanics calculations and pass predictions through natural language queriesUnknownhttps://github.com/BuildASpacePro/Orbit-MCP
  • Wttr Weather — Wttr Weather is an MCP server that connects LLM interfaces and AI agents to the wttr.in weather service. Designed for developers, automation builders, and users…
  • WeatherXM PRO — WeatherXM PRO is an MCP server that integrates decentralized weather station telemetry and forecasts directly into Model Context Protocol clients. It connects language models and…
  • Weather Alerts — Weather Alerts is an MCP server that retrieves active meteorological warnings across the United States using the National Weather Service (NWS) API. Built with Python…
  • Weather MCP Tool — Weather MCP Tool is an MCP server that provides real-time meteorological conditions and forecasts for cities worldwide, integrating agentic micropayments directly into data retrieval workflows.…
  • Weather — Weather is an MCP server that connects AI assistants like Claude Desktop and Cursor to real-time United States meteorological data and Feishu cloud documents. Built…
  • Weather MCP Service — Weather MCP Service is an MCP server that provides real-time meteorological information and weather forecasts to AI clients. Built on top of FastAPI and Python,…
  • Weather Service MCP Server — Weather Service MCP Server is an MCP server that provides weather forecasts and alerts by connecting to the U.S. National Weather Service API. Built with…
  • Weather MCP — Weather MCP is an MCP server that provides United States weather information to AI assistants using the National Weather Service (NWS) API. The server connects…
  • Weather Union — Weather Union is an MCP server that provides real-time atmospheric measurements and air quality indices by connecting directly to the Weather Union API. Built for…
  • Weather API MCP Server — Weather API MCP Server is an MCP server that connects LLM clients to the QWeather (和风天气) API to retrieve real-time weather reports, extended forecasts, hourly…
  • Weather MCP Server — Weather MCP Server is an MCP server that provides real-time weather forecasts and meteorological alerts using the National Weather Service API. Built for developers, AI…
  • Mcp Weather — Mcp Weather is an MCP server that provides hourly and daily weather forecasts to large language models using the AccuWeather API. Developers, conversational AI designers,…
  • Uber — Uber is an MCP server that integrates an AI assistant with the Uber Rides API using OAuth 2.0 authentication. It connects developers, automation builders, and…
  • Travel Planner — Travel Planner is an MCP server that integrates large language models with Google Maps services for location intelligence and travel itinerary planning. Software engineers, trip…
  • Travel MCP Server — Travel MCP Server is an MCP server that provides travel planning, booking discovery, and trip budgeting tools to AI assistants. It connects Model Context Protocol…
  • Travel Assistant — Travel Assistant is an MCP server ecosystem that equips AI assistants with tools for comprehensive travel planning, flight search, accommodation booking, local activity discovery, and…
  • TripGo — TripGo is an MCP server that connects AI clients to the SkedGo TripGo API to deliver comprehensive transit, routing, and location services. Built for developers,…
  • Singapore Location Intelligence MCP — Singapore Location Intelligence MCP is an MCP server that connects large language model interfaces to Singapore public transport systems, geospatial services, and local meteorological data.…
  • Sistema de Predicción Energética con IA — Sistema de Predicción Energética con IA is an MCP server that provides domestic energy consumption forecasting and analysis directly within Model Context Protocol clients like…
  • Singapore LTA MCP Server — Singapore LTA MCP Server is an MCP server that connects large language model interfaces to Singapore's Land Transport Authority (LTA) DataMall service. Designed for commuters,…
  • SignalK MCP Server — SignalK MCP Server is an MCP server that provides AI assistants with read-only access to SignalK marine data systems. It connects large language model interfaces…
  • Satellite MCP Server — Satellite MCP Server is an MCP server that performs satellite orbital mechanics calculations and pass predictions through natural language queries and structured tool calls. It…
  • Salaah MCP — Salaah MCP is an MCP server that provides Islamic prayer times and astronomical calculations to Model Context Protocol clients such as Claude Desktop. It connects…
  • Python Weather Server — Python Weather Server is an MCP server that provides weather forecasts and alert data from the National Weather Service API, protected by OAuth 2.1 authentication.…

What is the best Maps, Weather & Local Data MCP server for quick forecasts?

For immediate meteorological updates, Wttr Weather provides a lightweight option querying the wttr.in endpoint without heavy configuration. If you require structured API output covering international coordinates via developer keys, MCP Weather integrates OpenWeather data, while MeteoSwiss Data offers localized reports and content for Swiss territory.

How do I connect a Maps, Weather & Local Data MCP server to Claude Desktop?

To connect an integration like Travel Planner or Michelin MCP to Claude Desktop, add the server configuration to your claude_desktop_config.json file. Specify the executable command, script path, and any required environment variables such as API keys. Restart Claude Desktop to register the geographic tools.

Can I book ground transportation using these MCP servers?

Yes. The Uber MCP server allows assistants to handle ride bookings directly within conversational workflows. For regional public transport, NS Travel Information MCP Server supplies real-time Dutch railway schedules, and TripGo finds transport-related locations, departures, and multimodal routes across supported transit areas.

Which MCP servers handle comprehensive vacation and itinerary planning?

Travel MCP Server covers flight search, lodging reservations, currency conversion, and regional weather. Similarly, Travel Assistant provides a multi-server setup spanning flights, hotels, events, and geocoding, while Travel Planner focuses specifically on Google Maps interactions for route generation and location context.

Are there specialized regional or scientific tools in this category?

Yes. Salaah MCP acts as a FastAPI and MCP service calculating Islamic prayer times and related astronomical schedules. For aerospace calculations, Satellite MCP Server performs orbital mechanics tracking coupled with an internal world cities database for precise surface coordinate lookups.

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