mcp-registry/io.github.carlos-vlab/cerebro
As of 2026-10-17 22:30 UTC, the Carlos Vlab Cerebro MCP server is up with a Glimind reliability score of 92/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks. It had 1 outage in 90 days, with a median recovery of 7 minutes.
Pay-per-call ($0.25 USDC) project cost estimator: modules + cheapest model mix that clears quality.
Claude Code
claude mcp add --transport http carlos-vlab-cerebro-mcp-server https://cerebro-mcp-production-98cc.up.railway.app/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"carlos-vlab-cerebro-mcp-server": {
"type": "http",
"url": "https://cerebro-mcp-production-98cc.up.railway.app/mcp"
}
}
}
Third-party server, listed as discovered. Review its source before installing.
2 parameter(s) across 1 tool(s) have no description.
Add a "description" to each parameter with its format and an example ("ISO 8601 date, e.g. 2026-10-17"). This is the commonest cause of wrong arguments on the first call.
1 of 1 tool(s) carry no readOnlyHint/destructiveHint annotations.
Annotate read-only tools with {"readOnlyHint": true}. Agents and gateways can then run them without a confirmation prompt, and route around destructive ones.
Handshake + tools/list takes ~1,885 ms.
Serve tools/list from memory, keep the process warm, and host close to your users. Every new agent session pays this before its first call.
Paste-ready definitions with the problems above fixed. Changes marked verify need a human look. 1 tool(s) still need parameter descriptions written by someone who knows the API. All of them as JSON: /v1/readiness/mcp-registry%2Fio.github.carlos-vlab%2Fcerebro/fixes
{
"name": "estimate_project_cost",
"description": "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).",
"inputSchema": {
"type": "object",
"title": "estimate_project_costArguments",
"required": [
"project_description"
],
"properties": {
"project_description": {
"type": "string",
"title": "Project Description"
},
"architecture_template": {
"type": "string",
"title": "Architecture Template",
"default": ""
}
}
},
"annotations": {
"readOnlyHint": true
}
}Get an email or webhook when this server's readiness drops by 10+ points, tool-poisoning text appears, or a tool breaks:
curl -X POST https://glimind.com/v1/subscriptions -H 'content-type: application/json' -d '{"tools":["mcp-registry/io.github.carlos-vlab/cerebro"],"email":"[email protected]"}'Agents: watch_tool({"toolId": "mcp-registry/io.github.carlos-vlab/cerebro"}) over MCP.
estimate_project_cost ~215 tokensStatic checks of the advertised tools/list (schema, descriptions, annotations, tool-poisoning patterns, names, size) plus observed protocol, uptime, latency and contract changes. Read-only: no tool is ever called. Weights: schema 15, docs 20, safety 15, efficiency 15, compatibility 15, protocol 5, reliability 10, stability 5. Token counts are estimates (~3.6 characters per token).
Operator? Fix these, then re-check live. Embed the readiness badge:
[](https://glimind.com/server/mcp-registry%2Fio.github.carlos-vlab%2Fcerebro?ref=badge)
<a href="https://glimind.com/server/mcp-registry%2Fio.github.carlos-vlab%2Fcerebro?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.carlos-vlab%2Fcerebro.svg" alt="MCP agent-readiness"></a>
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.carlos-vlab%2Fcerebro.svg :target: https://glimind.com/server/mcp-registry%2Fio.github.carlos-vlab%2Fcerebro?ref=badge :alt: MCP agent-readiness
Glimind records every version of this server's tool definitions in a signed, append-only transparency log. Current manifest sha256:3fccf44dab78c8a1…, first seen 2026-10-17, included at leaf 1538 of 18,894. Version history · verify what your client received.
Compare: most reliable other servers
Glimind tells agents whether a server is up right now and how to call it, then fails over to a live alternative when it isn't.
Claude Code
claude mcp add --transport http glimind https://glimind.com/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"glimind": {
"type": "http",
"url": "https://glimind.com/mcp"
}
}
}
As of 2026-10-17 22:30 UTC, the Carlos Vlab Cerebro MCP server is up with a Glimind reliability score of 92/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks. It had 1 outage in 90 days, with a median recovery of 7 minutes.
Carlos Vlab Cerebro MCP server advertises 1 tool, including estimate_project_cost.
Point your MCP client at this streamable-http endpoint: https://cerebro-mcp-production-98cc.up.railway.app/mcp
Glimind scanned all 1 tool definitions for tool-poisoning patterns — hidden or invisible characters, instructions that override the model, concealment from the user, requests to read credential or MCP config files, conversation exfiltration and cross-tool shadowing — and found none. This checks what the server tells the model, not what its code does; review the source before granting access to sensitive data.
Status page: 90-day uptime, every outage and how long it lasted.
Claim this listing to get the Verified operator marker, a remediation checklist and owner analytics, or embed the live badge from any of the tool pages above. Maintainers: alerts, deploy attestation and monthly reports.
Status is an automated estimate from Glimind's liveness checks (handshake and tool listing only; no tool is ever called) and may lag or differ from your network. Glimind is not affiliated with this server or its operator. Operator? Request a correction or opt out at https://glimind.com/opt-out.