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 Flight trackers, railway schedules, and weather feeds demand low-latency, actively maintained connectors to avoid outdated results.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
  • Peek.com Remote MCP Server — Peek.com Remote MCP Server is an MCP server that connects AI assistants directly to Peek.com travel and activity reservation data. It allows travel planners, travelers,…
  • NS Travel Information MCP Server — NS Travel Information MCP Server is an MCP server that integrates Model Context Protocol clients with the official Dutch railways (Nederlandse Spoorwegen) API. Commuters, travelers,…
  • National Parks — National Parks is an MCP server that connects AI assistants to the official U.S. National Park Service (NPS) API to retrieve real-time park data. Developers,…
  • Naver Directions — Naver Directions is an MCP server that provides routing, local place search, and geocoding capabilities powered by the Naver Maps API. It connects Model Context…
  • Naver Map Direction MCP — Naver Map Direction MCP is an MCP server that connects AI assistants to the Naver Map API for geocoding and directional routing. Developed for users…
  • MeteoSwiss Data — MeteoSwiss Data is an MCP server that connects AI assistants to official meteorological information from the MeteoSwiss Open Government Data portal. Designed for developers, researchers,…
  • Michelin MCP — Michelin MCP is an MCP server that provides access to structured data from the Michelin Guide dataset for large language models and AI clients. It…
  • MCP-Weather — MCP-Weather is an MCP server that retrieves regional Japanese meteorological forecasts by connecting to a Japan Meteorological Agency compatible weather API. Built for developers, AI…
  • Node.js OpenWeather MCP — mcp-nodejs is an MCP server that connects AI assistants to the OpenWeather API using a Node.js runtime. Built as a sample integration, the server allows…
  • MCP Weather — MCP Weather is an MCP server that enables Model Context Protocol clients, such as Claude Desktop, to retrieve real-time weather information and meteorological conditions. Built…
  • MCP Weather Server Demo — MCP Weather Server Demo is an MCP server that provides meteorological data by connecting to the Open-Meteo API and public geocoding endpoints. Designed as an…
  • MCP Weather Server — MCP Weather Server is an MCP server that connects AI assistants to the AccuWeather API to provide real-time meteorological observations and short-term forecasts. It enables…

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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