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MCFLAMINGO
by MCFLAMINGO

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


Related MCP server: Hometeam MCP Server

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

F
license - not found
-
quality - not tested
B
maintenance

Maintenance

Maintainers
Response time
Release cycle
Releases (12mo)
Commit activity

Resources

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