CLI Market

mcp-name: io.github.Treevu-ai/cli-market-world

🛒 CLI Market

[PyPI Downloads] [PyPI]

🌐 Español · English

🇪🇸 Español

Cost-of-Living OS para LatAm — optimiza tu compra en una llamada.

Stripe convirtió los pagos en APIs. CLI Market convierte el costo de vida en una.

market optimize "leche, arroz, aceite" --country PE — una llamada compara toda la canasta entre 41 retailers, calcula TCO, sugiere sustitutos y genera links de acción. Falabella, Ripley, Wong, Metro no van a exponer APIs de comercio por su cuenta. CLI Market es el puente.

CLI Market lo resuelve. Un solo pip install. Una llamada a la API que cubre 380 retailers (336 verificados activos) en 21 países. Un único esquema JSON listo para integrar.

• 🌍 380 retailers (336 verificados activos) · 21 países · 4 plataformas
• 💰 Más de 174,000+ precios de góndola verificados, normalizados por kg/L, actualizados cada 4 horas
• 💳 Pago con PayPal + Mercado Pago + QR (Yape/Plin) integrado

✨ ¿Por qué CLI Market?

• 🔎 Busca cualquier producto en 380 retailers (336 verificados activos) de 21 países
• 📊 Compara precios transfronterizos — PEN, ARS, BRL, MXN, COP, CLP, EUR, USD — normalizados por kg/L cuando es posible
• 🧺 Canasta — compara tu carrito completo entre retailers (p. ej. Carrefour vs Jumbo vs Vea en AR)
• 📈 Inflación — sigue cambios reales de precios desde la góndola, actualizados cada 4 horas; historial de hasta 12 meses para señales de cuándo comprar, no solo qué
• 🧠 Enriquecimiento — datos de mercado a partir de góndola + APIs públicas (OFF, Wikimedia, IMF, Eurostat, BCB, Banco Mundial)
• 🛍️ Compra — orden interna CLI Market + pago LATAM (PayPal / Yape / Plin); no checkout en sitio del retailer
• 🏗️ Construye — foso de datos con spreads filtrados por calidad, matching de canasta y dashboard en vivo
• 🔗 API-first — schema JSON normalizado, listo para integrar; el retailer LATAM no expone APIs por su cuenta

🌐 cli-market.dev · 📚 Docs · 🔧 Tools · 📊 Stats · API · Dashboard

🚀 Inicio rápido

pip install cli-market-worldmarket hello   # post-instalación: estadísticas + próximos pasosmarket init    # cuenta + primera búsqueda (recomendado)
# Cost-of-Living OS — una llamada optimiza toda la canastamarket optimize "leche evaporada, arroz 5kg, aceite" --country PE
# Flujo granular (opcional)market search "leche" --country PEmarket compare "aceite de girasol 900ml" --country ARmarket basket "arroz:1 aceite:1 leche:1" --country ARmarket checkout --payment yapemarket intel brief --country PE

¿Qué hace market optimize? Compara toda la canasta entre retailers, calcula TCO, sugiere sustitutos con ahorro y genera links de acción — una sola llamada. market checkout crea una orden interna CLI Market con pago vía Yape/Plin/PayPal; no completa compras en Wong, Rappi ni Mercado Libre.

💵 Planes

¿Quién compra qué? (ecosistema)

Equipos de procurement no necesitan CLI Market Pro por separado. Ver planes y pricing.

🇬🇧 English

Cost-of-Living OS for LatAm — optimize your purchase in one call.

Stripe turned payments into APIs. CLI Market turns cost of living into one.

market optimize "milk, rice, oil" --country PE — one call compares your full basket across 41 retailers, calculates TCO, suggests substitutes, and generates action links. Falabella, Ripley, Wong, Metro won't expose commerce APIs on their own. CLI Market is the bridge.

CLI Market fixes that. One pip install. One API call across 380 retailers (336 verified active) in 21 countries. One JSON schema ready to integrate.

• 🌍 380 retailers (336 verified active) · 21 countries · 4 platforms
• 💰 174,000+ verified shelf prices, normalized per kg/L, refreshed every 4 hours
• 💳 PayPal + Mercado Pago + QR (Yape/Plin) checkout built in

✨ Why CLI Market?

• 🔎 Search any product across 380 retailers (336 verified active) in 21 countries
• 📊 Compare cross-border prices — PEN, ARS, BRL, MXN, COP, CLP, EUR, USD — normalized per kg/L where parseable
• 🧺 Basket — compare your full cart across retailers (e.g. Carrefour vs Jumbo vs Vea in AR)
• 📈 Inflation — track real shelf-price changes, updated every 4 hours; up to 12-month history for when-to-buy signals, not just what-to-buy
• 🧠 Enrichment — market data from shelf data + public APIs (OFF, Wikimedia, IMF, Eurostat, BCB, World Bank)
• 🛍️ Buy — internal CLI Market order + LATAM payment (PayPal / Yape / Plin); not retailer-site checkout
• 🏗️ Build — data moat with quality-filtered spreads, basket matching, and live dashboard
• 🔗 API-first — normalized JSON schema, ready to integrate; LATAM retailers don't expose APIs themselves

🌐 cli-market.dev · 📚 Docs · 🔧 Tools · 📊 Stats · API · Dashboard

🚀 Quick start

pip install cli-market-worldmarket hello   # post-install: stats + next stepsmarket init    # account + first search (recommended)
# Cost-of-Living OS — one call optimizes your full basketmarket optimize "evaporated milk, 5kg rice, cooking oil" --country PE
# Granular flow (optional)market search "leche" --country PEmarket compare "aceite de girasol 900ml" --country ARmarket basket "arroz:1 aceite:1 leche:1" --country ARmarket checkout --payment yapemarket intel brief --country PE

What does market optimize do? Compares your full basket across retailers, calculates TCO, suggests substitutes with savings, and generates action links — one call. market checkout creates an internal CLI Market order with payment via Yape/Plin/PayPal; it does not complete purchases on Wong, Rappi, or Mercado Libre.

💵 Pricing

Who buys what (ecosystem)

Procurement teams do not need a separate CLI Market Pro subscription. See pricing.

📖 Learn more

• Docs — quick start — install, auth, compare, basket, intel, setup
• Use cases & pricing — developers, procurement, intelligence
• Public stats / data-gate — live data metrics; MAA (Monthly Active Agents) is the north star

🏗️ Ecosystem architecture

CLI Market is composed of 4 product repos + 1 GTM repo:

cli-market-backend   Mirror API — paridad con prod, FastAPI server, 82 retailers (live: GET /analytics/stats)       |       v  raw snapshotscli-market-index     Semantic Refinery — entity resolution, Golden Records (prod_ IDs)       |       v  canonical identitiescli-market-core      Intelligence SDK — MCP tools, billing, indicators (PyPI public)       |       v  structured intelligencecli-market-world     Exposure — landing, docs, ops/CI, Fly.io prod + PyPI (THIS REPO)

📊 Dashboard auditability

Every price in CLI Market is traceable. The live dashboard exposes:

• Cobertura 7 días — coverage_7d_pct per retailer: what % of each store's catalog refreshed in the last week
• Normalización por kg/L — unit price visible next to shelf price (e.g. PEN 4.20/kg), with counter of non-parseable names
• Confianza por snapshot — ok vs suspect distribution from scrape-quality heuristics
• Percentiles P25/P50/P75 — median replaces mean in category comparisons; eliminates outlier distortion (e.g. ARS 230K in departamentales)
• Trazabilidad de outliers — group size, band (median ± k·IQR), acceptable bounds, scraper health state, capture timestamp
• Foso de datos — inventory_daily[] time series + growth stats (total snapshots, daily avg, days tracked)

All six capabilities are backed by the same 63,000+ shelf prices, refreshed every 4 hours by the collector daemon.

🔧 API tools (Shop · Intel · Account)

32 MCP tools (default profile) across Shop, Intel, and Account bundles. Full catalog at cli-market.dev/tools · mcp.json.

The canonical entry point is market_optimize_purchase — one call covers basket compare, TCO, substitutes, intel, and action links. The legacy search → compare → basket flow remains available for granular use.

Client setup guides: Open WebUI · Claude Desktop · LangChain · Mistral.

SINAPSIS INNOVADORA S.A.C. — RUC 20613045563 — Lima, Peru
MIT License · cli-market.dev