7711 Knowledge Layer

Local business intelligence for Cabo Rojo, Puerto Rico. For humans and AI agents.

974+
Businesses
8,346+
Demand Signals
6
MCP Tools
3
Channels

Quick Start

curl 'https://api.vecinoai.com?q=pizza'

Or via SMS: text JSON: pizza to 787-417-7711

Try It

Click "Search" to try...

Endpoints

EndpointMethodDescription
?q=pizzaGETSmart search (semantic + tag hybrid)
?q=pizza&format=llmGETPlain text for LLMs
?slug=tinosGETSingle business detail
?action=categoriesGETAll categories with counts
?action=open-nowGETCurrently open businesses (AST)
?action=trendingGETTop demand signals this week
?action=eventsGETUpcoming local events
?action=mcpGETMCP tool discovery
?action=openapiGETOpenAPI 3.1 spec
?action=llmsGETllms.txt for AI crawlers
/POSTMCP JSON-RPC (6 tools)

MCP for AI Agents

Any AI agent framework (Claude, GPT, LangChain, etc.) can call tools via JSON-RPC:

curl -X POST 'https://api.vecinoai.com' \
  -H 'Content-Type: application/json' \
  -d '{"method":"search_businesses","params":{"query":"plomero","limit":5}}'

Available Tools

ToolDescription
search_businessesSemantic search by keyword, category, or natural language
get_businessFull details by slug
get_categoriesCategory list with counts
get_open_nowCurrently open businesses
get_trendingReal demand signals from *7711 bot
get_eventsUpcoming local events

SMS Interface

Text JSON: pizza to 787-417-7711 and receive structured JSON back via SMS. Works from any phone or Twilio-connected agent.

Coverage

974+ businesses across 60+ categories in Cabo Rojo, Puerto Rico. Bilingual (Spanish + English). Expanding to 78 PR municipalities.