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."

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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

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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

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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.

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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

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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 (Laye

... View full README on GitHub