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Catalog › io.github.Carlos-VLab/cerebro

Is cerebro reliable?

Not measured yet Not measured yet. Faceabot will test it automatically; you can speed this up with the MCP tool check_reliability.

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

What it does

Pay-per-call ($0.25 USDC) project cost estimator: modules + cheapest model mix that clears quality.

Source: official MCP registry (registry.modelcontextprotocol.io) · version 1.0.0
Connect your agent
{
  "mcpServers": {
    "cerebro": {
      "url": "https://cerebro-mcp-production-98cc.up.railway.app/mcp"
    }
  }
}
Or ask Faceabot first: MCP tool check_reliability {"id":"io.github.Carlos-VLab/cerebro"} on https://faceabot.com/api/mcp.
Does it actually do the job?

Not tested with a real task yet. Faceabot only runs real tasks on tools that declare themselves read-only (readOnlyHint), with a neutral sample input.

Faceabot measurements

No measurement yet.

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

routing-services-courier Not measured yet

Pay-per-call ($0.01 USDC) model-routing for AI coding agents: which LLM to call, cost vs. quality.

MCP endpoint : https://routing-courier-mcp-production.up.railway.app/mcp · measurements and details

Find tools similar to cerebro →

Publisher of cerebro?

Show your measured reliability on your README or website:

Faceabot reliability badge for cerebro

[![Measured by Faceabot](https://faceabot.com/badge/io.github.Carlos-VLab/cerebro.svg)](https://faceabot.com/tools/io.github.Carlos-VLab/cerebro)
Data in JSON: /api/catalog?id=io.github.Carlos-VLab/cerebro · 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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