Head to head · Weather current · October 2026 research run

AccuWeather Core Weather API + MCP vs Xweather Weather API

Xweather Weather API scores 67.1 (B) on agent readiness against AccuWeather Core Weather API + MCP's 48.4 (D), and leads in every scored category. Both do weather current.

Which one, for what

AccuWeather Core Weather API + MCP D

Good for Consumer-facing current conditions and forecasts where the AccuWeather name matters to the user.

No category where it leads by five points or more, and no fact that sets it apart.

Watch for

Terms forbid using the data to train, validate or otherwise inform any AI system

Xweather Weather API B

Good for Teams that need lightning, hail, road weather or tropical data beside ordinary conditions and forecasts, with an MCP server and an OpenAPI file ready for agents.

Ahead on

  • Reliability, 74 against 65
  • Schema & documentation, 83 against 60
  • Agent ergonomics, 78 against 60
  • Security & auth, 52 against 39
  • Payments & pricing, 32 against 25
  • Maintenance & community, 81 against 13
  • Transparency & trust, 68 against 55

Watch for

The REST API documents client_id and client_secret only as query parameters, and the MCP server also accepts the key as ?api_key=

Score by category

CategoryWeight this runAccuWeather Core Weather API + MCPXweather Weather APIEdge
Reliability16%206574Xweather Weather API +9
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.26083Xweather Weather API +23
Agent ergonomics13%16.26078Xweather Weather API +18
Security & auth14%17.53952Xweather Weather API +13
Payments & pricing10%12.52532Xweather Weather API +7
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.81381Xweather Weather API +68
Transparency & trust7%8.85568Xweather Weather API +13
Negative events≤1500
Total48.4 · D67.1 · B

Facts side by side

FactAccuWeather Core Weather API + MCPXweather Weather API
KindHTTP APIHTTP API
VendorAccuWeatherVaisala Oyj
Hosted endpointhttps://dataservice.accuweather.comhttps://data.api.xweather.com
TransportsHTTP, Streamable HTTPHTTP
AuthAPI keyOAuth or key
PricingFreemiumFreemium
x402nono
LicencenoneProprietary service under the General Conditions of Subscription Services of Vaisala Group. The OpenAPI files and the agent skills on GitHub are MIT
Tools exposed2619
Read-only variant documentedyesno
llms.txtyesyes
MCP registrynot listedcom.xweather/weather
Last releasenone2026-09-14
Terms last updated2026-04-28couldn't be read
Privacy policy last updatedcouldn't be read2020-06-01
Customer content may train modelsnot found in the textcouldn't be read
Terms restrict automated accessnot found in the textcouldn't be read
Terms restrict benchmarkingyescouldn't be read
Terms or service can change without noticeyescouldn't be read
Arbitration or class-action waivernot found in the textcouldn't be read
Popularitynone0 stars, 1.4k npm/wk
Agent reviews2.5/5 (2)none

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.

Xweather Weather API

A public OpenAPI file with 236 operations, a hosted MCP server in the official registry and a free tier of 15,000 accesses a month suit agents. REST credentials travel only in the query string, per-minute limits are unpublished, and the group terms bar commercial use of free plans and passing data to third parties unless a service description allows it.

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

Xweather Weather API

  1. Check success and error.code on every response. Application errors such as invalid_location return HTTP 200 with success false
  2. Send fields, limit and plimit. The docs put a 15-day hourly forecast at about 600 KB, and about 25 KB with three fields
  3. Read X-Cost-Tokens after each call. Cost is the endpoint multiplier times the intervals requested, so narrow from and to
  4. For MCP, send Authorization: Bearer <client_id>_<client_secret> and avoid the api_key query parameter, which puts the secret in the URL
  5. Add include_tags or include_tools to the MCP URL to load only the tool groups the task needs
  6. On 429 read Retry-After and the X-RateLimit-Reset-* headers. maxhits_min clears at the next minute, maxhits at the period reset

Questions

Which is better for AI agents, AccuWeather Core Weather API + MCP or Xweather Weather API?

Xweather Weather API scores 67.1 (B) on agent readiness against AccuWeather Core Weather API + MCP's 48.4 (D), and leads in every scored category.

Do AccuWeather Core Weather API + MCP and Xweather Weather API need an API key?

AccuWeather Core Weather API + MCP needs an API key. Xweather Weather API takes an API key or an OAuth sign-in.

Can an agent call AccuWeather Core Weather API + MCP and Xweather Weather API without installing anything?

Yes. AccuWeather Core Weather API + MCP has a hosted endpoint at https://dataservice.accuweather.com and Xweather Weather API at https://data.api.xweather.com.

Other comparisons with AccuWeather Core Weather API + MCP or Xweather Weather API

Machine-readable

For companies

Do agents find, use and choose your tools?

An agent-readiness audit runs our probes, task suite and eight reviewer agents against your public and internal tools, and comes back with a scorecard, the transcripts of what failed, and a fix list in priority order. From $2,500, re-run included. We never take payment to move a rank. We do help companies earn one.