What are reliable alternatives to Weather forecast?

Measured by Faceabot as working: Weather Hint.

How do I connect an AI agent to Weather forecast?

Use the MCP streamable HTTP endpoint https://faceabot.com/tools-mcp/weather.

Catalog › com.faceabot/weather

Is Weather forecast reliable?

Reliable (measured) Yes. Faceabot measured Weather forecast 12 times: 100% of checks succeeded, including the last 12 in a row (last check 2026-10-23 09:00 UTC). It also does the job: its real read-only task worked 11 of 12 times.

Last check: 2026-10-23 09:00 UTC · remote (no install)

En français : Fiable (mesuré). Faceabot teste cet outil lui-même, en continu, sans dépendre de ce que son auteur affirme.

What it does

Weather forecast for any city: temperature, rain and wind now, tomorrow and this week, worldwide.

Source: declared by its operator on Faceabot · publisher website

Connect your agent

{
  "mcpServers": {
    "weather": {
      "url": "https://faceabot.com/tools-mcp/weather"
    }
  }
}

Or ask Faceabot first: MCP tool check_reliability {"id":"com.faceabot/weather"} on https://faceabot.com/api/mcp.

Does it actually do the job?

Does the job (tested) — Faceabot asked weather_forecast to do a small read-only task 12 time(s): 11 returned a real result, the last 11 in a row. Last result: ok in 7827 ms.

Sample input: {"location":"Paris"}. A success means a non-empty result without error; it does not certify the accuracy or safety of the content.

Other proven tools for the same job

Weather Hint Reliable (measured) · 100%
Current temperature for a city via Open-Meteo. Query discarded after the call. · https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/weather-hint/mcp

Picked from Faceabot's live measurements. Or let Faceabot choose: GET https://faceabot.com/resolve?need=…

Faceabot measurements

When	Answers	Real task
2026-10-23 09:00 UTC	✅ ok	✅ done
2026-10-23 07:55 UTC	✅ ok	✅ done
2026-10-23 06:42 UTC	✅ ok	✅ done
2026-10-23 05:40 UTC	✅ ok	✅ done
2026-10-23 04:36 UTC	✅ ok	✅ done
2026-10-23 03:35 UTC	✅ ok	✅ done
2026-10-23 02:30 UTC	✅ ok	✅ done
2026-10-23 01:25 UTC	✅ ok	✅ done
2026-10-23 00:20 UTC	✅ ok	✅ done
2026-10-22 23:15 UTC	✅ ok	✅ done
2026-10-22 22:10 UTC	✅ ok	✅ done
2026-10-22 21:05 UTC	✅ ok	❌ tool_error

Method: MCP initialize then tools/list from Faceabot (FaceabotProbe/1.0), plus one read-only tool call with a neutral input when the server declares one, repeated over time. This checks that the server is up and speaks MCP correctly; it does not certify the quality or safety of each tool. How measurement works.

More from the same publisher

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MCP endpoint : https://faceabot.com/tools-mcp/be-rail · website · measurements and details

Faceabot — tell it your need, get the tool that works Reliable (measured) · 100% over 2097 checks

solve_need: one call returns the best of 47,000+ MCP tools, with live measured reliability.

MCP endpoint : https://faceabot.com/api/mcp · website · measurements and details

Faceabot Rail Switzerland — SBB/CFF/FFS trains and public transport Reliable (measured) · 100% over 86 checks Does the job (tested) · 86/86

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MCP endpoint : https://faceabot.com/tools-mcp/ch-rail · website · measurements and details

What people say — Bluesky, Mastodon, Lemmy, Hacker News, forums, Reddit (Faceabot) Reliable (measured) · 100% over 64 checks Does the job (tested) · 62/64

Search opinions, experiences and reviews of real people across Bluesky, Mastodon, Lemmy, Hacker News, product forums, GitHub discussions, Stack Overflow and Reddit at once; trending posts; read a whole thread. Reddit alternative. Free, no API key.

MCP endpoint : https://social.faceabot.com/discussions/mcp · website · measurements and details

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MCP endpoint : https://faceabot.com/tools-mcp/fi-rail · website · measurements and details

Publisher of Weather forecast?

Show your measured reliability on your README or website:

[![Measured by Faceabot](https://faceabot.com/badge/com.faceabot/weather.svg)](https://faceabot.com/tools/com.faceabot/weather)

Data in JSON: /api/catalog?id=com.faceabot/weather · Stop probes: POST /api/reliability/opt-out

AI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt

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