Localintel

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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 (Layer 3)	Momentum: tidal score, trend direction, investment signal

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Homepage

thelocalintel.com