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Most reliable weather AI agent tools

As of the latest check, Glimind tracks 106 weather AI agent (MCP) tools, of which 35 are healthy right now. The table below ranks them live-first by real-time reliability.

toolstatuswhat it does
weather_alerts
io.github.ColinHughes2121/gocreative-agent-api
healthyActive National Weather Service alerts and warnings for any US state (2-letter code) — event, severity, urgency, affecte Cost: $0.005–$0.05alternatives
weather-hint
io.github.sadri-dridi/tsp-ml
healthyCurrent temperature for a city via Open-Meteo.alternatives
weather-hint
io.github.sadri-dridi/playwright-url-ok
healthyCurrent temperature for a city via Open-Meteo.alternatives
get_weather
io.github.darshan0548/weather-mcp
healthyGet the current weather and today's forecast for a city.alternatives
should_i_carry_umbrella
io.github.darshan0548/weather-mcp
healthyGet a yes/no recommendation on carrying an umbrella today, with reasoning.alternatives
compare_weather
io.github.darshan0548/weather-mcp
healthyCompare current weather between two cities.alternatives
weather-hint
io.github.sadri-dridi/tz-america-los-angeles
healthyCurrent temperature for a city via Open-Meteo.alternatives
weather
io.github.INJprotocol/sentinel-compliance
healthyGet current weather from all Mauritius Met Service stations. Costs $0.001 USDC via x402.alternatives
tf_climate_weather_alerts
io.github.RipperMercs/terminalfeed
healthyFetches active alerts from api.weather.gov filtered by area (2-letter state code), exact NWS event name, severity, urgency, and status. Retualternatives
weather-hint
io.github.sadri-dridi/discord-webhook-shape
healthyCurrent temperature for a city via Open-Meteo.alternatives
weather-hint
io.github.sadri-dridi/tz-asia-hebron
healthyCurrent temperature for a city via Open-Meteo.alternatives
get_sun_forecast
io.github.JaviMaligno/vitamind
healthyThe NEXT FEW DAYS of vitamin D sun at a location, using the live Open-Meteo forecast: per day the peak UV, average cloud cover, the synthesialternatives
compare_vitamin_d_year
io.github.JaviMaligno/vitamind
healthyCompare the vitamin D year of 2 to 5 places side by side in ONE call — 'Madrid vs Berlin vs Oslo, where do I actually get winter sun?'. Retualternatives
get_current_status
io.github.JaviMaligno/vitamind
healthyWhether RIGHT NOW is a good moment for vitamin D synthesis at a location, using live Open-Meteo UV/cloud data when reachable (clear-sky modealternatives
marine
io.github.pipeworx-io/open-meteo
healthy"Wave / swell / surf forecast for [beach]" / "sea conditions in [bay]" / "wave height at [coordinates]" / "is it safe to sail" — global marialternatives
flood
io.github.pipeworx-io/open-meteo
healthy"Flood risk for [river]" / "river discharge forecast" / "will [river] flood" / "water levels at [location]" — daily river discharge forecastalternatives
ipma_uv_forecast
io.github.pipeworx-io/ipma-pt
healthyUV index forecast for Portugal from IPMA — daily peak-hours ultraviolet index for a Portuguese city (Lisbon, Porto, Algarve, Madeira, Azoresalternatives
weather.alerts
com.theoutdoorsapp/outdoors
healthyWeather alerts for a location.alternatives
weather_forecast
io.github.haomingkoo/japan-seasons
healthyUse this when short-range weather could change the recommendation, especially for sakura petal fall, rain risk, or packing advice. Returns talternatives
weather-hint
io.github.sadri-dridi/fx-mxn
healthyCurrent temperature for a city via Open-Meteo.alternatives
weather-hint
io.github.sadri-dridi/proto3-ok
healthyCurrent temperature for a city via Open-Meteo.alternatives
weather.current
com.theoutdoorsapp/outdoors
healthyCurrent weather conditions for a location.alternatives
ipma_seismic
io.github.pipeworx-io/ipma-pt
healthyPortugal earthquakes — recent seismic events recorded by IPMA for mainland Portugal + Madeira or for the Azores archipelago. Returns time, malternatives
adw.adw_520
com.alpinedataworks/adw-intelligence-server
healthyReturns a 0-100 severe-weather severity score for any of 3,222 US counties (composite of federal storm-event frequency, intensity, and hazaralternatives
weather-hint
io.github.sadri-dridi/ms-ok
healthyCurrent temperature for a city via Open-Meteo.alternatives
get_vansky_weather
io.github.Kopaev/openvan-travel
healthyGet VanSky vanlife weather suitability score (0-100) for a country: van_score, sleep_score, solar yield, driving conditions, awning safety, alternatives
list_cat_events
com.querylines/mcp
healthyList U.S. hurricane catastrophe events (FEMA disaster declarations grouped into named storms, with NOAA landfall category/wind), most recentalternatives
weather-hint
io.github.sadri-dridi/lang-ja
healthyCurrent temperature for a city via Open-Meteo.alternatives
weather-hint
io.github.sadri-dridi/mmhg-kpa
healthyCurrent temperature for a city via Open-Meteo.alternatives
is_good_for_outdoors
io.github.darshan0548/weather-mcp
healthyCheck if today's weather is good for outdoor activities like a walk or run.alternatives
weather-hint
io.github.sadri-dridi/cc-fj
healthyCurrent temperature for a city via Open-Meteo.alternatives
ipma_forecast
io.github.pipeworx-io/ipma-pt
healthyPortugal weather forecast — official IPMA 5-day forecast for a Portuguese city: Lisbon, Porto, Faro, the Algarve, Madeira (Funchal), Azores alternatives
ipma_sea_forecast
io.github.pipeworx-io/ipma-pt
healthySea state forecast for the Portuguese coast from IPMA oceanography — significant wave height (m), wave period (s), wave direction, and sea salternatives
weather-hint
io.github.sadri-dridi/mimepart-ok
healthyCurrent temperature for a city via Open-Meteo.alternatives
weather-hint
io.github.sadri-dridi/http-500
healthyCurrent temperature for a city via Open-Meteo.alternatives
forecast-intel__get_hourly_forecast
io.github.leonidahqadmin-cell/to1-fleet
unknown[forecast-intel] Get hour-by-hour weather forecast for the next 24-48 hours: temperature, feels-like, humidity, precipitation chance, and wialternatives
willyweather_forecast
io.github.malamutemayhem/willyweather
unknownGet weather forecast from WillyWeather.alternatives
willyweather_surf
io.github.malamutemayhem/willyweather
unknownGet surf forecast from WillyWeather.alternatives
weather_at
flyyata/garmin-china
unknown指定时刻历史实况alternatives
meteo_current
io.github.malkreide/meteoswiss-mcp
unknownCurrent 10-min observations for a stationalternatives
meteo_forecast
io.github.malkreide/meteoswiss-mcp
unknown1–16 day forecast for a place or coordinatesalternatives
get_current_weather
SaiNikhil02/Weather Prediction MCP Server
unknownReturns current temperature, feels-like temperature, conditions, humidity, precipitation, cloud cover, and wind for a given location.alternatives
get_travel_recommendation
SaiNikhil02/Weather Prediction MCP Server
unknownReturns a derived travel recommendation based on forecast values, including umbrella, jacket, heat caution, and wind caution flags with reasalternatives
weather_forecast
Mameta29/japan-data-mcp
unknownGet weather forecast for a region.alternatives
weather_warnings
Mameta29/japan-data-mcp
unknownGet current weather warnings.alternatives
weather_areas
Mameta29/japan-data-mcp
unknownList weather forecast areas.alternatives
get_alerts
immjandu/mcp-server-test-public
unknownGet weather alerts for a US state.alternatives
get_current_weather
narendrareddi/MCP Weather Agent
unknownGet current weather conditions for given coordinates.alternatives
get_forecast
narendrareddi/MCP Weather Agent
unknownGet multi-day weather forecast for given coordinates.alternatives
weather
ybot1122/mcp-servers
unknownfetches weather informationalternatives
get_climate_context
elninyo-ops/baseline-mcp
unknownNatural-language weather and climate questions, full context back (forecast + 35-year historical percentile ranking).alternatives
get_current_weather
vidhey1707/weather-prediction-mcp
unknownGet current temperature, feels-like, humidity, wind, precipitation, and conditions for a location.alternatives
get_forecast
vidhey1707/weather-prediction-mcp
unknownGet daily high/low, precipitation chance and amount, wind, and conditions for a location over a specified number of days (1-16).alternatives
get_daily_forecast
jshsakura/oc-korea-weather-time-mcp
unknown일별 예보 조회 (단기예보, 기본 24시간 슬롯)alternatives
get_hourly_weather
mcp-server-weather-cuhksz
unknown获取指定地点未来多小时的逐小时天气预报。alternatives
get_weather_warning_now
mcp-server-weather-cuhksz
unknown查询指定地点的实时气象灾害预警信息。alternatives
get_hourly_forecast
io.github.slettmayer/geosphere-mcp-server
unknownHour-by-hour forecast from AROME, with C-LAEF precipitation probability, up to ~60 h.alternatives
get_meteo
mirkoparente/jarvis-py
unknownOttiene le condizioni meteo per una localitàalternatives
get_current_weather
swapnabadde31/weather-MCP-server
unknownGet current weather conditions for a locationalternatives
ipma_seismic
pipeworx-io/mcp-ipma-pt
unknownPortugal earthquakes — recent seismic events recorded by IPMA for mainland Portugal + Madeira or for the Azores archipelago. Returns time, malternatives
get_current_weather
io.github.slettmayer/geosphere-mcp-server
unknownCurrent conditions for a point, from INCA, the 15-minute nowcast, and AROME.alternatives
get_daily_forecast
io.github.slettmayer/geosphere-mcp-server
unknownMulti-day outlook, always from Open-Meteo (worldwide, including Austria).alternatives
get_hourly_forecast
jshsakura/oc-korea-weather-time-mcp
unknown시간별 예보 조회 (초단기예보, 기본 6시간)alternatives
get_current_weather
open-mcp-weather-demo
unknown获取指定位置的当前天气信息alternatives
get_weather_forecast
open-mcp-weather-demo
unknown获取指定位置的5天天气预报alternatives
weather_alerts
haxudev/mcp-server
unknownGet US state weather alertsalternatives
weather_forecast
haxudev/mcp-server
unknownGet weather forecasts using latitude and longitudealternatives
Tempo
marcelomarkus/Workshop
unknownConsulta o tempo atual de uma cidadealternatives
Temperatura
marcelomarkus/Workshop
unknownConsulta a temperatura atual de uma cidadealternatives
get_weather
ShashankEd/demo-mcp-server
unknownGet a simple weather report for a cityalternatives
weather_forecast
io.github.jblaz6335/ai-data-marketplace
unknownLive Open-Meteo forecastalternatives
get_current_weather
shampatil99/mcp_server
unknownCurrent temperature, humidity, wind speed, and condition for any cityalternatives
get_forecast
BLUERAY94/yt_mcp_client_server
unknownGet weather forecast for coordinatesalternatives
get_alerts
BLUERAY94/yt_mcp_client_server
unknownGet weather alerts for a statealternatives
wx_preflight
mariow/aviation-weather-mcp
unknownComposite VFR brief: METAR + TAF + ICON-D2alternatives
wx_outlook
mariow/aviation-weather-mcp
unknown3–15 day ensemble VFR confidence outlook: per-day P(No-Go)alternatives
get_current_weather
albats/Currency-Weather MCP Server
unknownObtiene el clima actual para unas coordenadas.alternatives
get_weather_forecast
albats/Currency-Weather MCP Server
unknownObtiene el pronóstico del tiempo para unos días.alternatives
get_current_weather
nishantwebdev/Weather MCP Server
unknownGet the current weather for a city. Returns temperature, humidity, wind, precipitation, and conditions.alternatives
get_daily_forecast
nishantwebdev/Weather MCP Server
unknownDaily min/max temps (up to 3 days).alternatives
get_hourly_forecast
nishantwebdev/Weather MCP Server
unknown3-hourly forecast slots (up to 24 slots / 3 days).alternatives
compare_weather
nishantwebdev/Weather MCP Server
unknownSide-by-side current weather for two cities.alternatives
get_cptec_airport_weather
io.github.codespar/mcp-brasil-api
unknownGet current airport weather (METAR) by ICAO code from CPTEC/INPEalternatives
get_cptec_capitals_weather
io.github.codespar/mcp-brasil-api
unknownGet current weather conditions for all Brazilian state capitalsalternatives
get_cptec_ocean_forecast
io.github.codespar/mcp-brasil-api
unknownGet ocean/wave forecast for a coastal city (CPTEC/INPE)alternatives
wx_sigmet
aviation-weather-mcp
unknownActive significant weather warnings for a region.alternatives
wx_icon_d2
aviation-weather-mcp
unknownHourly ICON-D2 NWP forecast for a coordinate (lat/lon).alternatives
check_rain_central
whathebronte/sg-weather-mcp
unknownFetches the live 2-hour forecast, filters to central areas, and reports whether any show rain, showers, or thundery weather.alternatives
wx_metar
mariow/aviation-weather-mcp
unknownCurrent METAR, decodedalternatives
wx_taf
mariow/aviation-weather-mcp
unknownTAF forecast periods, decodedalternatives
ipma_uv_forecast
pipeworx-io/mcp-ipma-pt
unknownUV index forecast for Portugal from IPMA — daily peak-hours ultraviolet index for a Portuguese city (Lisbon, Porto, Algarve, Madeira, Azoresalternatives
wx_icon_d2
mariow/aviation-weather-mcp
unknownHourly ICON-D2 NWP forecast for any lat/lonalternatives
astro_weather
runiwwang-spec/AstroMesh Compass MCP
unknownFree Astrology + Open-Meteoalternatives
get_alerts
andresilvase/weather-mcp-server
unknownGet weather alerts for a given latitude and longitude.alternatives
get_forecast
andresilvase/weather-mcp-server
unknownGet the weather forecast for a location.alternatives
get_current_weather
nateksharma4698-oss/weather-mcp
unknownReal-time temperature, condition, humidity, wind speed, pressurealternatives
get_weather_forecast
nateksharma4698-oss/weather-mcp
unknownMulti-day forecast with daily high/lows and rain probabilitiesalternatives
get_air_quality
nateksharma4698-oss/weather-mcp
unknownAir Quality Index (US & EU AQI), PM2.5, PM10, Ozone levelsalternatives
weather_forecast
flyyata/garmin-china
unknown逐小时天气预报alternatives
weather_now
flyyata/garmin-china
unknown实时天气与热应激评估alternatives
get_sun_times
JaviMaligno/vitamind-mcp
unknownSunrise, sunset, solar noon, civil dawn/dusk, both golden hours, day lengthalternatives
get_current_status
JaviMaligno/vitamind-mcp
unknownWhether right now is a good moment, from live UV and cloud dataalternatives
get_forecast
SOTA9/Weather-mcp-server
unknownGet multi-day forecast with high/low temps, precipitation percentage, and conditions.alternatives
meteo_school_check
io.github.malkreide/meteoswiss-mcp
unknown🟢/🟡/🔴 traffic light for outdoor school eventsalternatives
meteo_climate_normals
io.github.malkreide/meteoswiss-mcp
unknownMonthly climate normals 1991–2020alternatives
meteo_warnings
io.github.malkreide/meteoswiss-mcp
unknownActive official weather warnings (storm, thunderstorm, heat, forest fire, …) — nationwide, by canton, or by PLZalternatives

FAQ

What are the most reliable weather MCP tools right now?

As of the latest check, Glimind tracks 106 weather AI agent (MCP) tools, of which 35 are healthy right now. The table below ranks them live-first by real-time reliability. Glimind rates each neutrally (0–100) from safe liveness probes plus privacy-clean real-usage outcomes — see each tool's live page for its current score and a working alternative if it's down.

How does Glimind rank weather tools?

Ranked live-first by current verdict (healthy → degraded → down), then by the neutral reliability score. Glimind sells no tools, so the ranking is unconflicted.

What if a weather tool I need is down?

Every tool here links to its live alternatives — capability-matched substitutes that are healthy now. Or query https://glimind.com/v1/alternatives/{toolId}.

Live data via MCP/REST. Neutral ratings — Glimind only measures.