UniverCity MCP v0.2.1

Expert business diagnosis engine by CIA — Consultoría de Inteligencia Aplicada.

Analyzes any company across 8 dimensions and returns a Revenue Leak Score with prioritized, triple-option recommendations. Works from Claude, GPT, Gemini, DeepSeek, Cursor — any LLM that speaks MCP.

Architecture

"LLM has EYES, MCP has BRAIN."

The LLM gathers data from the user (the eyes). UniverCity MCP applies CIA consulting expertise (the brain) — ICP detection, dimension scoring, revenue leak estimation, and triple-option recommendations. No scraping. No fixed questionnaire. Each diagnosis is unique.

Tools

8 Dimensions

digital, operations, supply_chain, talent, financial, leadership, market, regulatory

Triple Option

Every recommendation shows three paths: the best paid tool, the best open source alternative, and the CIA professional service — with prices. Radical transparency.

Quick Start

Install

pip install univercity-mcp

Run (stdio — local)

univercity-mcp

Run (HTTP — remote)

UNIVERCITY_TRANSPORT=streamable-http univercity-mcp --transport streamable-http --port 3792

Claude Desktop config

{
  "mcpServers": {
    "univercity": {
      "command": "uvx",
      "args": ["univercity-mcp"]
    }
  }
}

Remote (Streamable HTTP)

{
  "mcpServers": {
    "univercity": {
      "url": "https://audit.univercityaiconsult.tech/mcp"
    }
  }
}

Environment Variables

Industry Benchmarks (YAML-driven)

Add an industry = add a YAML file in src/univercity_mcp/domain/diagnosis/benchmarks/. No code changes needed.

Current benchmarks: construction, healthcare, agency, ecommerce, startup, enterprise, generic.

Value Ladder

Free diagnosis → Paid diagnostic ($1K-$5K) → Core implementation ($4K-$25K) → Retainer ($500-$3K/mo) → Bespoke ($30K+)

100% Credit Bridge: audit cost credited if client proceeds within 30 days.

License

Proprietary — CIA (Consultoría de Inteligencia Aplicada). All rights reserved.