univercity-mcp 0.2.0

Holistic business intelligence engine — 8-dimension diagnosis via any LLM. Triple option (Paid/OSS/CIA)

UniverCity MCP v0.2.0

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

Tool	Description
business_diagnose	Full 8-dimension diagnosis. Send company context, get Revenue Leak Score + actions.
list_industries	Returns available industry benchmarks (construction, healthcare, agency, ecommerce, startup, enterprise, generic).

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

Variable	Default	Description
UNIVERCITY_TRANSPORT	stdio	Transport: stdio, sse, streamable-http
UNIVERCITY_HTTP_PORT	3792	HTTP port for remote mode
UNIVERCITY_DB_PATH	~/.univercity-mcp/sessions.db	SQLite database path
UNIVERCITY_N8N_WEBHOOK	(empty)	n8n webhook for lead capture
UNIVERCITY_RATE_FREE	5	Free diagnoses per IP per day
UNIVERCITY_LANG	es	Default language (es/en)

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.