Faceabot
‹ Back

Catalog › org.askcerebrum/cerebrum

Is Cerebrum reliable?

Reliable (measured) Yes. Faceabot measured Cerebrum 16 times: 100% of checks succeeded, including the last 16 in a row (last check 2026-10-19 20:30 UTC). It answers, but its real task has not worked yet (3/16 real results): see "Does it actually do the job?" below.

Last check: 2026-10-19 20:30 UTC · answered in 6790 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

Search the scientific literature and get a cited answer, plus the Trending in Science edition.

Source: official MCP registry (registry.modelcontextprotocol.io) · version 1.0.0 · publisher website
Connect your agent
{
  "mcpServers": {
    "cerebrum": {
      "url": "https://askcerebrum.org/mcp"
    }
  }
}
Or ask Faceabot first: MCP tool check_reliability {"id":"org.askcerebrum/cerebrum"} on https://faceabot.com/api/mcp.
Does it actually do the job?

Fails real tasks — Faceabot asked get_trending to do a small read-only task 16 time(s): 3 returned a real result. Last result: timeout (no answer within 8 s) in 9888 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
2026-10-19 20:30 UTC✅ ok❌ timeout6790 ms
2026-10-19 07:25 UTC✅ ok❌ timeout8162 ms
2026-10-18 14:50 UTC✅ ok❌ timeout8840 ms
2026-10-18 04:20 UTC✅ ok❌ timeout6383 ms
2026-10-17 20:20 UTC✅ ok❌ timeout7383 ms
2026-10-17 11:55 UTC✅ ok❌ timeout5907 ms
2026-10-17 04:10 UTC✅ ok❌ timeout6678 ms
2026-10-16 20:25 UTC✅ ok❌ timeout6006 ms
2026-10-16 13:16 UTC✅ ok❌ timeout9174 ms
2026-10-16 06:16 UTC✅ ok❌ timeout7234 ms
2026-10-15 23:21 UTC✅ ok❌ timeout6414 ms
2026-10-15 16:21 UTC✅ ok✅ done7726 ms
2026-10-15 09:41 UTC✅ ok✅ done3225 ms
2026-10-15 03:05 UTC✅ ok❌ timeout3123 ms
2026-10-14 20:35 UTC✅ ok❌ timeout5077 ms
2026-10-14 14:00 UTC✅ ok✅ done6063 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.

Find tools similar to Cerebrum →

Publisher of Cerebrum?

Show your measured reliability on your README or website:

Faceabot reliability badge for Cerebrum

[![Measured by Faceabot](https://faceabot.com/badge/org.askcerebrum/cerebrum.svg)](https://faceabot.com/tools/org.askcerebrum/cerebrum)
Data in JSON: /api/catalog?id=org.askcerebrum/cerebrum · 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

Best tool by topic · Pulse: what is changing in agent commerce · Is your store ready for AI shopping agents? · State of MCP (weekly) · MCP server doctor · Reliability data · Faceabot app · Faceabot → AI assistants · What AI agents cannot find yet · Add Faceabot to your AI · Badge for tool publishers · Help · Privacy · Terms