Mmcp.market

Cerebro MCP server

by Carlos-VLab·io.github.Carlos-VLab/cerebro·v1.0.0
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Pay-per-call ($0.25 USDC) project cost estimator: modules + cheapest model mix that clears quality.

C67/100grade C
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Safety scan
C67/100

full report

Adoption
New

Little public usage data yet

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If you have run it, two minutes of your experience saves the next person an afternoon.

Cerebro tools (1)

write = sends, deletes, buys or posts
  • estimate_project_costFree

    Break a software project description into modules and return a real dollar cost estimate per module: the cheapest model that clears a complexity-scaled quality bar for each one, plus the whole-project cost under every candidate model for comparison. architecture_template must be one of minimalista, clasica, state_of_the_art, hiperescalable, or left blank to auto-suggest one from the description. Requires x402 payment ($0.25 USDC on Base).

Public scan report

scanner v0.1.5 · 2026-09-19 · same rubric, same numbers if you re-run it

1 low
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 283ms20/20
  • Tool poisoning1 tool descriptions checked15/15
  • Auth qualityopen endpoint, read-only tools10/15
  • Maintenanceno repository listed3/15
  • Maintainer identityno repository or website to verify2/10

Findings (1)

  • lowNo source repository listedmaint.no-repo
Overall 67/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

Install directly

claude mcp add --transport http cerebro https://cerebro-mcp-production-98cc.up.railway.app/mcp
Add to Cursor

Cerebro: common questions

Is Cerebro MCP server safe?
With care: it is graded C, so read the findings first (67/100). Read the Cerebro safety report
How do I install Cerebro?
It runs remotely at cerebro-mcp-production-98cc.up.railway.app. Add it to Claude Code, Claude Desktop or Cursor with the snippets above, or call it through the mcp.market gateway without installing anything.
Does Cerebro need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Cerebro maintained?
The latest release is v1.0.0.
Is Cerebro up?
100% of our last 8 checks got an answer. We check remote servers about four times a day.
What can I use instead of Cerebro?
Servers from other publishers that do the same job: Ausca MCP server, BridgeNode MCP server and Maginary MCP server. Compare all Cerebro alternatives.

Alternatives to Cerebro

Same job from other publishers: the closest match first, then the best rated.

All Cerebro alternatives →
  • Ausca
    Pay-per-call APIs and MCP services for agents, no accounts or keys, with verifiable receipts.
    B
  • BridgeNode MCP
    BridgeNode — x402 pay-per-request AI inference. OpenAI-compatible API + MCP, Solana USDC, gas-free.
    A
  • Maginary
    AI image + video generation for agents: --flag prompt DSL, async generate/poll, x402 pay-per-use.
    B
  • MCP Server
    Agent-native global eSIM: buy for 193 countries, per-MB in USDT/USDC. Agents earn 20% referral.
    B
  • MCP Server
    Stop shipping agents on vibes. Score every agent output for quality, safety, and cost.
    B
Cerebro vs AuscaCerebro vs BridgeNode MCPCerebro vs Maginary

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