cerebro
Pay-per-call ($0.25 USDC) project cost estimator: modules + cheapest model mix that clears quality.
Should I use this
Quality & Safety
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.
Install
One-Click Install
Add this to your `claude_desktop_config.json` file:
{
"mcpServers": {
"cerebro": {
"url": "https://cerebro-mcp-production-98cc.up.railway.app/mcp"
}
}
}Remote endpoints
https://cerebro-mcp-production-98cc.up.railway.app/mcpstreamable-httpWhat it can do
Tool inventory
Tools (1)
⚪estimate_project_cost(project_description, architecture_template)
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).
Input Schema
{
"type": "object",
"properties": {
"project_description": {
"title": "Project Description",
"type": "string"
},
"architecture_template": {
"default": "",
"title": "Architecture Template",
"type": "string"
}
},
"required": [
"project_description"
],
"title": "estimate_project_costArguments"
}Output Schema
{
"type": "object",
"additionalProperties": true,
"title": "estimate_project_costDictOutput"
}Community
Evidence