LocalIntel — Agentic Local Business Intelligence
Autonomous business intelligence for Florida ZIP codes. 20 MCP tools. 1,445 ZIP briefs. Built for LLMs and autonomous agents.
"Let Google pay for the satellites. We sell the weather forecast."
Tools
| Tool | Description | Cost |
|---|---|---|
local_intel_ask |
Plain-English question → synthesized answer (BEST FIRST CALL) | Free |
local_intel_oracle |
Pre-baked economic narrative: saturation, price-tier gaps, growth trajectory | $0.01 |
local_intel_signal |
Investment signal 0–100 with buy/hold/avoid band | $0.03 |
local_intel_tide |
Tidal momentum score synthesizing all 4 data layers | $0.03 |
local_intel_bedrock |
Infrastructure momentum: permits, roads, flood zones (12–36mo forward) | $0.02 |
local_intel_sector_gap |
NAICS sector whitespace — county presence vs ZIP absence | $0.03 |
local_intel_for_agent |
PREMIUM composite entry: top-10 signals personalized by agent type | $0.05 |
local_intel_zone |
Spending zone + demographics for a ZIP | Free |
local_intel_context |
Spatial context block: anchor business, distance rings, category breakdown | Free |
local_intel_search |
Search businesses by name, category, or semantic group | Free |
local_intel_nearby |
Businesses within radius of a lat/lon, sorted by distance | Free |
local_intel_corridor |
Businesses along a named street (A1A, Palm Valley, Crosswater) | Free |
local_intel_changes |
Recently added or owner-verified listings | Free |
local_intel_stats |
Dataset coverage stats, confidence scores, query volume | Free |
local_intel_realtor |
Real estate intelligence: demographics, gaps, flood risk, school proximity | $0.02 |
local_intel_healthcare |
Healthcare market: provider density, demand gaps, senior population | $0.02 |
local_intel_retail |
Retail: store categories, spending capture rates, undersupplied niches | $0.02 |
local_intel_construction |
Construction: contractor density, permits, housing starts | $0.02 |
local_intel_restaurant |
Restaurant: saturation, price-tier gaps, capture rates, corridor analysis | $0.02 |
local_intel_query |
Natural language entry point with ZIP auto-detection | Free |
Installation
Connect via Smithery in one command:
npx -y @smithery/cli@latest mcp add erik-7clt/local-intel
Or connect directly to the MCP endpoint:
https://gsb-swarm-production.up.railway.app/api/local-intel/mcp
Usage
Quickstart
POST https://gsb-swarm-production.up.railway.app/api/local-intel/mcp
Content-Type: application/json
{
"jsonrpc": "2.0",
"id": 1,
"method": "tools/call",
"params": {
"name": "local_intel_ask",
"arguments": {
"question": "What restaurant categories are missing in 32082?",
"zip": "32082"
}
}
}
Agent Headers
Pass x-agent-id to enable delta computation and usage tracking:
x-agent-id: your-agent-uuid
Payment
All paid calls ($0.01–$0.05) are billed in pathUSD on Tempo mainnet. Free discovery tier available for all read-only tools.
Coverage
- 1,445 ZIP briefs computed autonomously across Northeast Florida
- 982+ businesses indexed with entity resolution
- 5 vertical agents trained on 500+ real market queries
- OpenAPI spec:
GET /openapi.json - ChatGPT plugin:
GET /.well-known/ai-plugin.json - Smithery: smithery.ai/servers/erik-7clt/local-intel
Data Layers
| Layer | What it covers |
|---|---|
| Bedrock (Layer 0) | Infrastructure: permits, FDOT road projects, flood zones, utility extensions |
| Ocean Floor (Layer 1) | Demographics: income, ownership, population, ACS signals |
| Surface Current (Layer 2) | Business activity: density, category mix, sector gaps |
| Wave Surface (Layer 3) | Momentum: tidal score, trend direction, investment signal |
