CIA Diagnose v1.1.1
<!-- mcp-name: io.github.davidscoreal/cia-diagnose -->Expert business diagnosis engine by CIA — Consultoría de Inteligencia Aplicada.
Analyzes any company across 11 dimensions and returns a Revenue Leak Score with prioritized, triple-option recommendations (paid tool / open-source / CIA service). Works from Claude, ChatGPT, Gemini, DeepSeek, Cursor — any LLM that speaks MCP.
📅 Book a free 30-min diagnosis review: https://cal.com/david-cia/diagnostico-ai ✉️ steban@univercityaiconsult.tech · 🌐 https://www.univercityaiconsult.tech/
🚀 For prospects — copy & paste this into any AI
You don't need to know what an "MCP" is. Open Claude, ChatGPT, or any AI assistant and paste this:
Quiero un diagnóstico profesional de mi negocio.
Usa la herramienta de diagnóstico de CIA (Consultoría de Inteligencia
Aplicada) — se instala con: pip install cia-diagnose
Pasos:
1. Pregúntame sobre mi empresa: industria, tamaño del equipo, qué
software uso, qué dolores tengo, cómo manejo proveedores, flujo de
caja, etc.
2. Cuando tengas suficiente contexto, corre el diagnóstico. Si te falta
información, pregúntame primero — no adivines.
3. Muéstrame mi Business Health Score (0-100, más alto = más sano; bajo =
área con mayor oportunidad) y las acciones prioritarias con 3 opciones
cada una (herramienta paga, alternativa gratuita, servicio profesional
de CIA con precio).
4. Si el diagnóstico muestra oportunidades, quiero agendar una llamada
gratuita con CIA: https://cal.com/david-cia/diagnostico-ai — o
escribir a steban@univercityaiconsult.tech
Más info: https://www.univercityaiconsult.tech/
If your AI can connect MCP servers, it will use CIA Diagnose automatically. If not, pip install cia-diagnose is the universal fallback any code-capable assistant can run.
Architecture — "LLM has EYES, MCP has BRAIN"
The LLM gathers data from the user (the eyes). CIA Diagnose applies CIA consulting expertise (the brain) — ICP detection, 11-dimension scoring, revenue-leak estimation, and triple-option recommendations. No scraping. No fixed questionnaire. Each diagnosis is unique.
The 9 tools (the full value journey)
| Tool | Description |
|---|---|
quick_scan | FREE instant 3-problem scan. No context needed — hook the client. |
business_diagnose | Full 11-dimension analysis + Revenue Leak Score + triple-option actions. Forwards the lead to CIA. |
list_industries | Available industry benchmarks. |
tools_recommend | Free & open-source tools per weak dimension. |
action_plan | 30 / 60 / 90-day prioritized roadmap. |
roi_projector | ROI calculator — DIY vs CIA-guided vs full implementation. |
case_studies | Before/after transformation stories by industry. |
contact_cia | Services catalog, pricing, and booking link. |
export_report | Shareable structured report for the client's team. |
The 11 dimensions
finanzas, comercial, operaciones, equipo, tecnologia, marketing, clientes, proveedores, legal, estrategia, marketing_digital.
Scoring — Business Health Score (0-100, higher = healthier)
The headline health_score is inverted from a leak score: high = healthy/strong, low = the worst area / biggest revenue-leak opportunity. A 100 doesn't mean "done" — it means that area is taking the business into new leagues / growth, which qualifies it even better for CIA. The output also returns score_meaning, growth_mode (true when most areas are strong — the conversation continues toward scaling), and guidance for the calling LLM (ask more vs. present + 3 options). revenue_leak_score is kept as a backward-compatible alias (same value).
Triple Option + curated tool registry
Every recommendation shows three paths: the best paid tool, the best open-source alternative, and the CIA professional service — with prices. The free/OSS/paid picks come from CIA's curated registry (tools_registry/, by area and per-industry), refreshed weekly. Each tool carries why_best. Pass industry to tools_recommend for industry-specific picks. See TOOLS_REGISTRY.md.
Quick Start
Install
pip install cia-diagnose # or: uvx cia-diagnose
Run (stdio — local)
cia-diagnose
Run (HTTP — remote)
CIA_TRANSPORT=streamable-http cia-diagnose --transport streamable-http --port 3792
HTTP mode also serves:
GET /report/{session_id}— visual HTML diagnosis report (gauge + breakdown + actions).GET /export/{session_id}?format=csv|json— export the diagnosis for Sheets / Tabularis.GET /healthz— health check.
Claude Desktop config
{
"mcpServers": {
"cia-diagnose": { "command": "uvx", "args": ["cia-diagnose"] }
}
}
Remote (Streamable HTTP)
{
"mcpServers": {
"cia-diagnose": { "url": "https://audit.univercityaiconsult.tech/mcp" }
}
}
Environment Variables
| Variable | Default | Description |
|---|---|---|
CIA_TRANSPORT | stdio | Transport: stdio, sse, streamable-http |
CIA_HTTP_PORT | 3792 | HTTP port for remote mode |
CIA_DB_PATH | ~/.cia-diagnose/sessions.db | SQLite database path |
CIA_N8N_WEBHOOK | (empty) | n8n webhook URL for lead capture |
CIA_TELEGRAM_BOT_TOKEN / CIA_TELEGRAM_CHAT_ID | (empty) | Direct Telegram lead alerts |
CIA_VAULT_LEAD_LOG | (empty) | Append-only JSONL path for every lead intake |
CIA_RATE_FREE | 5 | Free diagnoses per client IP per day |
CIA_LANG | es | Default language (es/en) |
Every completed business_diagnose forwards the lead (company, industry, team_size, revenue_leak_score, top_actions, pain_points, decision_maker_role, the full diagnosis JSON, source, timestamp) to all configured sinks. Missing config never fails the diagnosis — it just logs and continues.
Industry Benchmarks (YAML-driven)
Add an industry = add a YAML in src/cia_diagnose/domain/diagnosis/benchmarks/. No code changes.
Current: construction, healthcare, agency, ecommerce, startup, enterprise, restaurant, real_estate, generic.
Brand assets
brand/ holds the official CIA logos (monogram light/dark, gothic wordmark, favicons). Wherever a logo appears it links to https://www.univercityaiconsult.tech/.
License
MIT — © 2026 CIA — Consultoría de Inteligencia Aplicada (David Lopez). See LICENSE.