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Is Attention Trends reliable?

Reliable (measured) Yes. Faceabot measured Attention Trends 4 times: 100% of checks succeeded, including the last 4 in a row (last check 2026-10-23 23:55 UTC). It answers, but its real task has not worked yet (0/4 real results): see "Does it actually do the job?" below.

Last check: 2026-10-23 23:55 UTC · answered in 3167 ms · 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

Topic popularity, interest over time and trending topics from Wikipedia pageviews (x402 paid).

Source: official MCP registry (registry.modelcontextprotocol.io) · version 0.2.0 · publisher website
Connect your agent
{
  "mcpServers": {
    "attention-trends": {
      "url": "https://attention-trends.shopttyass-85f.workers.dev/mcp"
    }
  }
}
Or ask Faceabot first: MCP tool check_reliability {"id":"dev.workers.shopttyass-85f.attention-trends/attention-trends"} on https://faceabot.com/api/mcp.
Does it actually do the job?

Fails real tasks — Faceabot asked trending_topics to do a small read-only task 4 time(s): 0 returned a real result. Last result: payment_required (the tool asked for a payment: it is a pay-per-call service; Faceabot never pays) in 2202 ms.

Sample input: {}. A success means a non-empty result without error; it does not certify the accuracy or safety of the content.
Faceabot measurements
WhenAnswersReal taskLatency
2026-10-23 23:55 UTC✅ ok❌ payment_required3167 ms
2026-10-23 12:45 UTC✅ ok❌ payment_required6517 ms
2026-10-23 02:30 UTC✅ ok❌ payment_required8501 ms
2026-10-22 15:31 UTC✅ ok❌ tool_error9085 ms
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.

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Publisher of Attention Trends?

Show your measured reliability on your README or website:

Faceabot reliability badge for Attention Trends

[![Measured by Faceabot](https://faceabot.com/badge/dev.workers.shopttyass-85f.attention-trends/attention-trends.svg)](https://faceabot.com/tools/dev.workers.shopttyass-85f.attention-trends/attention-trends)
Data in JSON: /api/catalog?id=dev.workers.shopttyass-85f.attention-trends/attention-trends · Stop probes: POST /api/reliability/opt-out

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