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

Homepage

thelocalintel.com

gsb swarm