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Startup Oracle

pipeworx-io/mcp-startup-oracle

This wraps StupidAPIs' startup idea evaluator in a single tool that returns brutally honest feedback on your next billion dollar idea. You get a verdict, pivot count, comparable company, realistic YC rejection reason, and the obligatory $4 trillion TAM estimate. It's satire as a service, useful when you need a reality check or want to roast pitch decks programmatically. Runs through Pipeworx's gateway at gateway.pipeworx.io, which means you can add it standalone or get it bundled with their 250+ other data source connectors. Requires an X-API-Key header. The ask_pipeworx wrapper lets you query in plain English instead of calling tools directly.

tool
1
transport
HTTP
last updated
Sep 26, 2026

Tools

1 tools

Public tool metadata for what this MCP can expose to an agent.

startup_oracle_evaluateEvaluate a startup idea. Returns a brutal verdict, number of pivots required, a funny comparable, a realistic YC rejection reason, and the actual TAM (always $4 trillion).

Evaluate a startup idea. Returns a brutal verdict, number of pivots required, a funny comparable, a realistic YC rejection reason, and the actual TAM (always $4 trillion).

No parameter schema in public metadata yet.

Sponsors

Readme

mcp-startup-oracle

startup-oracle MCP — wraps StupidAPIs (keyless — no credential needed)

Part of Pipeworx — an MCP gateway connecting AI agents to 1683+ live data sources.

Tools

ToolDescription
startup_oracle_evaluateEvaluate a startup idea. Returns a brutal verdict, number of pivots required, a funny comparable, a realistic YC rejection reason, and the actual TAM (always $4 trillion).

Quick Start

Add to your MCP client (Claude Desktop, Cursor, Windsurf, etc.):

{
  "mcpServers": {
    "startup-oracle": {
      "url": "https://gateway.pipeworx.io/startup-oracle/mcp"
    }
  }
}

What this endpoint actually serves


View the full README on GitHub

Details

Repository
github.com/pipeworx-io/mcp-startup-oracle
Website
pipeworx.io/packs/startup-oracle
Transport
HTTP
Registry
MCP registry, active

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