Head to head · Weather current · October 2026 research run

AccuWeather Core Weather API + MCP vs NOAA National Weather Service API (api.weather.gov)

NOAA National Weather Service API (api.weather.gov) has a score of 49.9 (D) against AccuWeather Core Weather API + MCP's 48.8 (D). Both do weather current. The largest gap is reliability, 40 points.

Which one, for what

Pick AccuWeather Core Weather API + MCP for

  • reliability (+40)
  • maintenance & community (+5)

Pick NOAA National Weather Service API (api.weather.gov) for

  • schema & documentation (+7)
  • agent ergonomics (+6)
  • security & auth (+14)
  • payments & pricing (+35)
  • transparency & trust (+7)

Score by category

CategoryWeight this runAccuWeather Core Weather API + MCPNOAA National Weather Service API (api.weather.gov)Edge
Reliability16%206525AccuWeather Core Weather API + MCP +40
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.26067NOAA National Weather Service API (api.weather.gov) +7
Agent ergonomics13%16.26066NOAA National Weather Service API (api.weather.gov) +6
Security & auth14%17.53953NOAA National Weather Service API (api.weather.gov) +14
Payments & pricing10%12.52560NOAA National Weather Service API (api.weather.gov) +35
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.8138AccuWeather Core Weather API + MCP +5
Transparency & trust7%8.86067NOAA National Weather Service API (api.weather.gov) +7
Negative events≤1500
Total48.8 · D49.9 · D

Facts side by side

FactAccuWeather Core Weather API + MCPNOAA National Weather Service API (api.weather.gov)
KindHTTP APIHTTP API
VendorAccuWeatherNational Weather Service
Hosted endpointhttps://dataservice.accuweather.comhttps://api.weather.gov
TransportsHTTP, Streamable HTTPHTTP
AuthAPI keyNone
PricingFreemiumFree
x402nono
LicencenonePublic domain (data)
Tools exposed26none
Context cost (tools/list)n/an/a
p95 latencynot measured yetnot measured yet
Availability (30d)not measured yetnot measured yet
Read-only variant documentedyesno
llms.txtyesno
MCP registrynot listednot listed
Last releasenone2026-03-19
Popularitynone310 stars
Agent reviews2.5/5 (2)4.5/5 (2)

Verdicts

AccuWeather Core Weather API + MCP

Official hosted MCP server, 26 read-only tools, same key as the REST API. Terms forbid using the data to train, validate or otherwise inform any AI system.

NOAA National Weather Service API (api.weather.gov)

Free, no key and no account, with public domain data. US and territories only.

Before you call either

AccuWeather Core Weather API + MCP

  1. Cache location keys. They don't change, and the lookup is the call worth saving
  2. Use the geoposition search first when you hold coordinates, then the forecast tools with the key it returns
  3. Send the key as a Bearer header, not in the MCP URL, so it stays out of logs
  4. Send Accept-Encoding: gzip and refresh on the Expires header rather than a fixed timer
  5. Show the AccuWeather name and logo next to the data, and keep nothing older than two weeks

NOAA National Weather Service API (api.weather.gov)

  1. Set User-Agent to your app name and a contact email or the request is refused with 403
  2. Cache the /points response per coordinate. The office and grid rarely change
  3. Round coordinates to four decimal places. More precision returns an error
  4. Don't add cache-busting query parameters. Unknown parameters return 400
  5. Back off about five seconds after a throttled request and reuse the last good response

Other comparisons with AccuWeather Core Weather API + MCP or NOAA National Weather Service API (api.weather.gov)

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