mcpbeat

Maps and Weather MCP Servers

Geocoding, places and forecasts. Many are open with no key required. 622 servers in the registry match this topic; 22 of the top ones are answering right now, exposing 236 tools between them. Checked every 15 minutes.

622 in this topic 22 of the top answering checked every 15 min

Ranked by uptime and installs

how the ranking works
Wsdot MCP Server
io.github.cyanheads/wsdot-mcp-server

WA highway conditions, ferry schedules, vessel locations, toll rates, and border waits via MCP.

909 installs/wk 12 tools answering
Open Meteo MCP Server
io.github.cyanheads/open-meteo-mcp-server

Global weather via Open-Meteo: forecast, ERA5 archive, marine, air quality, geocoding, elevation.

787 installs/wk 11 tools answering
Openstreetmap MCP Server
io.github.cyanheads/openstreetmap-mcp-server

Geocode, reverse geocode, and run Overpass spatial queries on OpenStreetMap data.

1 223 installs/wk 6 tools answering
France Data MCP
io.github.cturkieh/france-data-mcp

French public-data MCP: cross-ref health, demographics, business, geo & real-estate.

91 installs/wk 36 tools answering
Variflight MCP
io.github.variflight/variflight-mcp

VariFlight's official MCP server provides tools to query flight, weather, comfort, and fare data.

4 810 installs/wk local only
ShowMeOnMap
com.showmeonmap/maps

Ask in plain English, get a rendered, shareable map from live public data. 24 geospatial tools.

66 installs/wk 24 tools answering
AI Context
com.vibgrate/ai-context

Local-first MCP server: version-correct library docs, code map, and offline drift for your repo.

3 309 installs/wk local only
Nslookup
io.github.venomseven/nslookup

DNS lookups, health reports, SSL certs, security scans, GEO scoring, uptime checks

59 installs/wk 23 tools answering
build123d MCP
io.github.pzfreo/build123d-mcp

AI-driven 3D CAD via build123d: execute, render, measure, and export geometry interactively.

2 607 installs/wk local only
Mapnetwork MCP
io.github.toruproject/mapnetwork-mcp

Generate styled PNG/SVG map images of any location with 11 customizable color themes.

641 installs/wk 2 tools answering
AEO Scanner
io.github.Convrgent/aeo-scanner

AI visibility for ChatGPT/Perplexity/Claude — triple score (AEO+GEO+Agent) with fix code. Free.

319 installs/wk 4 tools answering
Japan Seasons
io.github.haomingkoo/japan-seasons

Live Japan seasonal travel MCP: sakura, autumn leaves, flowers, festivals, fruit farms, weather.

70 installs/wk 17 tools answering
Youfiliate Smart Links
io.github.andrewmpierce/youfiliate-mcp

Create geo-targeted affiliate smart links, pull analytics, and rewrite YouTube descriptions.

54 installs/wk 18 tools answering
Smarter Weather
io.github.smarterweather/weather

Smarter Weather MCP: forecasts, alerts, outlooks, observations, AQI, grids, and map imagery.

33 installs/wk 31 tools answering
ldraw-mcp
io.github.musharna/ldraw-mcp

Render LDraw/LEGO models to images with real part geometry via headless Blender + ImportLDraw

1 818 installs/wk local only
Mapbox
io.github.mapbox/mcp-server

Geospatial intelligence with Mapbox APIs like geocoding, POI search, directions, isochrones, etc.

1 555 installs/wk answering
Fcc Broadband MCP Server
io.github.cyanheads/fcc-broadband-mcp-server

FCC broadband availability, coverage analysis, and digital divide data for US geographies.

89 installs/wk 9 tools answering
Weather MCP Server
io.github.isdaniel/mcp_weather_server

providing weather information, air quality data, and timezone utilities using the Open-Meteo API.

1 245 installs/wk local only
GeoSphere Austria Weather
io.github.slettmayer/geosphere-mcp-server

Weather MCP server: GeoSphere Austria high-resolution data for Austria/Alps, Open-Meteo worldwide.

1 147 installs/wk local only
PLAXIS
io.github.yixuanzhong/plaxis-mcp

Windows-local MCP server for PLAXIS 2D Remote Scripting: geometry, staged construction, results.

1 145 installs/wk local only
Census MCP Server
io.github.cyanheads/census-mcp-server

Query U.S. Census Bureau data, variables, and geography via MCP.

1 144 installs/wk local only
Nws Weather MCP Server
io.github.cyanheads/nws-weather-mcp-server

Get US weather forecasts, active alerts, and current observations.

100 installs/wk 7 tools answering
Meteoswiss MCP
io.github.malkreide/meteoswiss-mcp

MeteoSwiss Open Data for weather, climate normals, warnings

1 102 installs/wk local only
Kiaaccess MCP
io.github.chrischall/kiaaccess-mcp

Kia Access for Claude — vehicle status, location, doors, climate, and charging

1 093 installs/wk local only
I
Weather Data MCP Server
io.github.dgahagan/weather-mcp

17 weather tools, no API keys: forecasts, alerts, air quality, marine, radar, lightning, wildfires

950 installs/wk local only
Srgssr MCP
io.github.malkreide/srgssr-mcp

SRG SSR weather, video, audio, EPG, Polis

944 installs/wk local only
Google Maps MCP Server
io.github.cablate/google-map

18 Google Maps tools for AI agents — geocode, search, directions, weather, and more.

919 installs/wk local only
Zurich Opendata MCP
io.github.malkreide/zurich-opendata-mcp

City of Zurich weather, air quality, parking, geodata, Gemeinderat, tourism

917 installs/wk local only
Aviation Weather MCP Server
io.github.cyanheads/aviation-weather-mcp-server

Fetch METARs, TAFs, PIREPs, and SIGMETs/AIRMETs from the NWS Aviation Weather Center.

95 installs/wk 5 tools answering
Noaa Spaceweather MCP Server
io.github.cyanheads/noaa-spaceweather-mcp-server

NOAA SWPC space weather: storm scales, Kp index, aurora forecasts, solar wind, activity, alerts.

89 installs/wk 6 tools answering
Earth
com.mireye/earth

MCP server for Mireye Earth — federal-source-cited geospatial data for any MCP-aware agent.

815 installs/wk answering
Swisstopo MCP
io.github.malkreide/swisstopo-mcp

Swiss federal geodata: geocoding, height, STAC, WMTS, OEREB and more

772 installs/wk local only
Agentmap
io.github.raymondchins/agentmap

The TS/JS-accurate repo map for coding agents: ts-morph import/symbol/call graph + MCP query tools

766 installs/wk local only
Swiss Energy MCP
io.github.malkreide/swiss-energy-mcp

Swiss energy data via SFOE/BFE and GeoAdmin REST APIs

742 installs/wk local only
Dekko
io.github.aahlijia/dekko

Static code map generator: MAP.md + map.json for any repo, plus a Claude Code /map plugin

724 installs/wk local only
pyobfus-mcp
io.github.zhurong2020/pyobfus-mcp

Obfuscate Python & reverse-map stack traces from your agent. AST-based, no phone-home. PyArmor alt.

661 installs/wk local only
NWS Surface Wind Observations MCP Server
io.github.mansurjisan/winds-mcp

NWS surface wind observations (ASOS/AWOS) via Weather.gov and Iowa Environmental Mesonet APIs

638 installs/wk local only
Openchargemap MCP Server
io.github.cyanheads/openchargemap-mcp-server

Find EV charging stations, detail, and reliability check-ins via the global Open Charge Map.

95 installs/wk 4 tools answering
MeteoSwiss MCP Server
io.github.eins78/meteoswiss-mcp

Swiss weather data for AI assistants — forecasts, measurements, stations, pollen.

58 installs/wk 7 tools answering
Paleobiology MCP Server
io.github.cyanheads/paleobiology-mcp-server

Search fossil occurrences, taxon ranges, diversity through deep time, and the geologic time scale.

598 installs/wk local only
MCP Search Server
io.github.KazKozDev/search

Web search, content extraction, PDF parsing, plus datetime and geolocation tools. No API keys.

591 installs/wk local only
Umtri
io.umtri/umtri

Give your AI agent a persistent map of your project's structure, dependencies, and bugs.

565 installs/wk answering
Frase SEO
io.frase/mcp-server

SEO, GEO & AI Visibility — research, write, optimize, publish & monitor content. 121 tools.

509 installs/wk local only
Biolit
io.github.rachadele/biolit

LLM-assisted biomedical literature screening and extraction for PubMed, GEO, and preprints.

493 installs/wk local only
Noaa Climate MCP Server
io.github.cyanheads/noaa-climate-mcp-server

Search NOAA climate stations and datasets, fetch historical weather observations.

41 installs/wk 7 tools answering
Recruiter Roles MCP
io.github.pcmarts/recruiter-roles-mcp

Search Recruiter Roles: live recruiter jobs, companies, sectors, locations, and market stats.

33 installs/wk 7 tools answering
Tripadvisor MCP
io.github.chrischall/tripadvisor-mcp

TripAdvisor location search, details, photos, and reviews via the Terra API

452 installs/wk local only
Repo Graph
io.github.James-Chahwan/repo-graph

Structural graph map of any codebase so LLMs navigate by structure, not guesswork.

343 installs/wk local only