# io.github.Carlos-VLab/cerebro

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

- name: io.github.Carlos-VLab/cerebro
- version: 1.0.0
- connection class: unknown (unknown)
- trust: 46/100 flags: no-repository, unreachable
- quality: 83/100 (good)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/io.github.Carlos-VLab%2Fcerebro
- tools: https://api.protogrid.dev/v1/servers/io.github.Carlos-VLab%2Fcerebro/tools

**Not classified yet.** The remote endpoints have not been probed successfully, or the listing has nothing to connect to.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "cerebro": {
      "type": "http",
      "url": "https://cerebro-mcp-production-98cc.up.railway.app/mcp"
    }
  }
}
```


## Trust

- hygiene: 80
- liveness: 9
- freshness: 85
- provenance: 35
- drivers: -unreachable(3 failures) ~updated-33d-ago -no-repository
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 83/100 (good)

### protocol: 88 (weight 25)

- pass `protocol.modern`: supports 2026-07-28 (server/discover)
- pass `protocol.stateless`: answers without a session
- pass `protocol.transport`: streamable HTTP
- warn `protocol.list_ttl`: tools/list declares ttlMs 0, so clients re-fetch it on every use

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 71 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- fail `tools.annotations`: no tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
- fail `tools.directory_hints`: no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: estimate_project_cost (readOnlyHint, destructiveHint, idempotentHint, openWorldHint)
- pass `tools.token_cost`: about 183 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 100 (weight 15)

- pass `stability.changes`: no tool changes in 30 days
- pass `stability.rug_pull`: no tool changed its meaning under the same name

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 1, about 183 tokens to load them all
- tool set hash: cdb9b3cc2d543c0e6da2840af8743ad4
- badge: [![protogrid quality](https://protogrid.dev/badge/io.github.Carlos-VLab/cerebro.svg)](https://protogrid.dev/servers/io.github.Carlos-VLab/cerebro)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

_No tool definition changes recorded._

## Remotes

- https://cerebro-mcp-production-98cc.up.railway.app/mcp (streamable-http, auth none, reachable false, uptime30d 0.9741379)

## Packages

_none_

## Tools (1)

- `estimate_project_cost`: 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).