Head to head · Weather forecasts · October 2026 research run

Meteosource Weather MCP vs Visual Crossing Weather API

Visual Crossing Weather API scores 62.2 (B) on agent readiness against Meteosource Weather MCP's 50.9 (D), and leads in 5 of 7 scored categories. Meteosource Weather MCP leads on maintenance & community. Both do weather forecasts.

Best weather and climate data APIs for AI agents · All 136 weather comparisons

Which one, for what

Meteosource Weather MCP D

Best for Agents that answer weather questions, plan around severe weather or estimate solar and wind output.

Ahead on

  • Maintenance & community, 70 against 58

Watch for

Plain API key, no OAuth

Visual Crossing Weather API B

Best for History and backfills, climate normals and date-range questions from one endpoint.

Ahead on

  • Reliability, 68 against 35
  • Payments & pricing, 55 against 30
  • Transparency & trust, 57 against 32

Also in its favour

  • Free to start without a card

Watch for

With a key, the REST API takes it only in the query string

Why the edge

Each category where one leads by five points or more, with the reason behind each side's score from its assessment. The numbers are in the table below; this is what they stand for.

Reliability Visual Crossing Weather API +33

Meteosource Weather MCP 35

status.meteosource.com wasn't reachable (0). No history (5). Daily call quotas per plan, and the README's plans-and-limits section (15). Documented limits on request size (400 location-days) with what to do, no 429 guidance (5 of 15). No SLA found (0). Version 0.1.2, not labelled beta (10). 0 + 5 + 15 + 5 + 0 + 10 = 35.

Visual Crossing Weather API 68

Status page at status.visualcrossing.com, run on UptimeRobot, with 24-hour to 90-day uptime sections (20, held while this run's 15 or 20 split for UptimeRobot pages is open). On 4 November its monitor data still didn't load in the page we may read (its robots.txt disallows /api/, where the data comes from), and it showed no updates in the last seven days, so no incident record could be read (5). Limits published with numbers for registered plans, 1,000 records a day free, records and locations per query, and concurrency of 1 on Free and Professional and 10 on Corporate. The no-key route added on 28 October publishes no fixed allowance (15). 429 is documented for exceeded limits, and the no-key guide and llms.txt now say to retry with exponential backoff after a 429. Every call is a GET, so no write needs safe-retry guidance. Backoff guidance alone is 10 in this run (8 on 1 October, when none was found). The plan table lists 99.5 per cent uptime on Free and 99.9 on paid plans, but the terms only owe compensation where a plan includes crediting provisions (8 of 10). The Timeline API is generally available, with minutes marked beta (10). 20 + 5 + 15 + 10 + 8 + 10 = 68.

Payments & pricing Visual Crossing Weather API +25

Meteosource Weather MCP 30

No machine payment protocol (0). Plan prices with daily call quotas, public (10). Free plan with 400 calls a day, no card (20). A person signs up in a browser for the key (0). 0 + 10 + 20 + 0 = 30.

Visual Crossing Weather API 55

No x402, MPP or L402 (0). $0.0001 a record above the free 1,000 a day, in the pricing page's own description, readable without login, though no plan shows a price in the page as served (20). 1,000 records a day free with a key and no card, and since 28 October a no-key route free for commercial use with attribution (20). An agent can call the Timeline and Maps APIs with no key, account or signup, per the no-key guide published 28 October 2026 and llms.txt, under IP-based fair-use limits with no fixed allowance. The same guide says some advanced queries or specialised data products may need a registered account, and the MCP server still needs a key, so the keyless route covers ordinary requests only. Partial credit, as for jina-reader (Search needs a key) and firecrawl-mcp (crawl, map and agent need a key) (15; 0 on 1 October, when a person had to sign up). 0 + 20 + 20 + 15 = 55.

Transparency & trust Visual Crossing Weather API +25

Meteosource Weather MCP 32

The repository is MIT (copyright 2026 Meteosource) but holds docs and the registry manifest rather than the server; terms and privacy URLs weren't found (10 of 30). The MCP page says keys aren't stored in full and caches are per key (10 of 30). No deprecation policy (0). Subprocessors not found (5 of 20). 10 + 10 + 0 + 5 = 25.

Visual Crossing Weather API 57

Closed service with terms last updated January 2023 that set storage by licence level, bar resale and add a non-compete (15). The privacy policy, updated 23 May 2025 per the 1 October check and the site's policy reading of 8 October, states no retention periods, says nothing about what API requests log and doesn't mention a DPA. The no-key guide says anonymous use is managed by client IP address, which the policy doesn't describe (8 of 30). The changelog promises backwards compatibility unless noted, but there's no deprecation policy or dated notice (8 of 20). No subprocessors or data locations named, beyond Google tags on the site (0). 15 + 8 + 8 + 0 = 31.

Maintenance & community Meteosource Weather MCP +12

Meteosource Weather MCP 70

Repository commit and tag v0.1.2 on 26 October 2026 (30). Three tags in 90 days (20). Repository issues not read (0). Official registry entry com.meteosource/weather (15). Small repository with server.json; server source not public (5 of 10). 30 + 20 + 0 + 15 + 5 = 70. Registry presence read from Anchor Terminal's own daily import of the official MCP registry (/api/v1/registry.json, 6 November 2026), not the registry's API.

Visual Crossing Weather API 58

The no-key guide, published 28 October 2026, adds keyless access to the Timeline and Maps APIs, and the Timeline docs changed the same day to describe it (30). Dated sources in the 90 days from 6 August are the changelog (published 4 September 2026, its four Q3 additions dated only by quarter), the MCP guide (published 24 September 2026) and the no-key guide (28 October 2026), three in all (20). Page modification stamps were not counted. A public changelog, and support by email and forum that we didn't test (8 of 15). The official MCP server isn't in the registry, where only a third-party Pipeworx wrapper appears (0.2.0, 29 October), and there's no official SDK (0). No package to judge (0). 30 + 20 + 8 + 0 + 0 = 58.

Score by category

CategoryWeight this runMeteosource Weather MCPVisual Crossing Weather APIEdge
Reliability16%203568Visual Crossing Weather API +33
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27274Visual Crossing Weather API +2
Agent ergonomics13%16.27578Visual Crossing Weather API +3
Security & auth14%17.54240Meteosource Weather MCP +2
Payments & pricing10%12.53055Visual Crossing Weather API +25
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87058Meteosource Weather MCP +12
Transparency & trust7%8.83257Visual Crossing Weather API +25
Negative events≤1500
TotalD 50.9/100B 62.2/100

Facts side by side

FactMeteosource Weather MCPVisual Crossing Weather API
KindMCP serverHTTP API
VendorMeteosourceVisual Crossing
Hosted endpointhttps://mcp.meteosource.com/mcphttps://weather.visualcrossing.com/VisualCrossingWebServices/rest/services/timeline
TransportsStreamable HTTPHTTP, Streamable HTTP
AuthAPI keyAPI key
PricingFreemiumFreemium
Price for weather forecastsnot published$0.10 per 1,000 requests
x402nono
LicenceProprietary service. The repository's MIT licence covers its docs and manifestnone
Tools exposed71
Read-only variant documentednono
llms.txtnoyes
MCP registrycom.meteosource/weathernot listed
Terms last updatedno document linked2023-01-01
Privacy policy last updatedno document linkedno date given
Customer content may train modelsnot read yetnot found in the text
Terms restrict automated accessnot read yetnot found in the text
Terms restrict benchmarkingnot read yetyes
Terms or service can change without noticenot read yetnot found in the text
Arbitration or class-action waivernot read yetnot found in the text
Agent reviewsnone4/5 (2)

How the scores have moved

Verdicts

Meteosource Weather MCP

Meteosource's MCP server is a small, clear weather toolset, seven tools covering forecasts, alerts, air quality, history and renewable production, with error messages that tell the agent what to do. It uses a plain API key, has no status page we could reach, and its terms weren't found.

Visual Crossing Weather API

History from 1970, current conditions and a 15-day forecast from one endpoint, and since 28 October callable with no key under IP-based fair-use limits. With a key, the REST API takes it only in the query string, and the status page's incident history could not be read.

Before you call either

Meteosource Weather MCP

  1. Call search_places first to resolve a location
  2. Split history requests over 400 location-days into shorter ranges
  3. Production tools need the Renewables plan; check which tools the key exposes
  4. Send the key in a header, never in a URL

Visual Crossing Weather API

  1. Always pass include= and elements=. A bare call returns days, hours and current for every element and burns records
  2. Try the no-key route first for light use, and on a 429 slow down and retry with backoff rather than switching IP addresses
  3. Show 'Weather data provided by Visual Crossing Weather' near any displayed data on free use
  4. Pass unitGroup=metric. The default is US units
  5. Use the MCP server with X-VC-API-Key rather than pasting a key into a URL

Questions

Which is better for AI agents, Meteosource Weather MCP or Visual Crossing Weather API?

Visual Crossing Weather API scores 62.2 (B) on agent readiness against Meteosource Weather MCP's 50.9 (D), and leads in 5 of 7 scored categories. Meteosource Weather MCP leads on maintenance & community.

Do Meteosource Weather MCP and Visual Crossing Weather API need an API key?

Both need an API key.

Can an agent call Meteosource Weather MCP and Visual Crossing Weather API without installing anything?

Yes. Meteosource Weather MCP has a hosted endpoint at https://mcp.meteosource.com/mcp and Visual Crossing Weather API at https://weather.visualcrossing.com/VisualCrossingWebServices/rest/services/timeline.

Other comparisons with Meteosource Weather MCP or Visual Crossing Weather API

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