Summary
This server connects Claude to hyperlocal business intelligence for Florida ZIP codes, starting with 1,445 pre-computed briefs across the northeast region. You get 20 tools ranging from free discovery queries (search businesses, check demographics, find corridor listings) to paid intelligence calls like sector gap analysis, investment signals, and tidal momentum scores that synthesize infrastructure permits, flood zones, and business density. The premium tool costs five cents and returns personalized top-10 signals by agent type. Paid calls run $0.01 to $0.05 and bill in pathUSD on Tempo mainnet. Reach for this when you're building agents that need to answer "what's missing in this market" or "where should I open a location" with real permit data and spending patterns instead of vibes.
Keep your Mac awake while Claude Code and 40+ AI agents run. Sleeps when they're idle.
One time payment $9 →
Integrate web data into your AI product. One API to scrape website & brand data.
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Tools
Public tool metadata for what this MCP can expose to an agent.
20 tools
local_intel_askBEST FIRST CALL. Composite NL query layer — ask any plain-English question about a ZIP and get a synthesized, sourced answer with confidence score. Routes internally to zone, oracle, search, bedrock, signal, tide, corridor, changes, and nearby. Single entry point for humans an...2 params
BEST FIRST CALL. Composite NL query layer — ask any plain-English question about a ZIP and get a synthesized, sourced answer with confidence score. Routes internally to zone, oracle, search, bedrock, signal, tide, corridor, changes, and nearby. Single entry point for humans an...
Parameters* required
zipstringZIP code — optional, extracted from question if present
questionstringPlain English question
local_intel_contextFull spatial context block for a ZIP or lat/lon. Returns anchor business, nearby businesses in distance rings, zone intelligence, and category breakdown.3 params
Full spatial context block for a ZIP or lat/lon. Returns anchor business, nearby businesses in distance rings, zone intelligence, and category breakdown.
Parameters* required
latnumberLatitude for location-based lookup
lonnumberLongitude for location-based lookup
zipstringZIP code (e.g. 32081)
local_intel_searchSearch businesses by name, category, or semantic group (food, retail, health, finance, civic, services).2 params
Search businesses by name, category, or semantic group (food, retail, health, finance, civic, services).
Parameters* required
zipstringFilter by ZIP code
querystringBusiness name, category, or semantic group
local_intel_nearbyFind businesses within a radius of any lat/lon point, sorted by distance with compass bearing.4 params
Find businesses within a radius of any lat/lon point, sorted by distance with compass bearing.
Parameters* required
latnumberCenter latitude
lonnumberCenter longitude
radiusnumberSearch radius in miles (default: 1)
categorystringOptional category filter
local_intel_zoneSpending zone and demographic data for a ZIP: population, income, home value, rent, ownership rate, zone score.1 params
Spending zone and demographic data for a ZIP: population, income, home value, rent, ownership rate, zone score.
Parameters* required
zipstringZIP code
local_intel_corridorBusinesses along a named street corridor (e.g. A1A, Palm Valley Road).2 params
Businesses along a named street corridor (e.g. A1A, Palm Valley Road).
Parameters* required
zipstringOptional ZIP filter
streetstringStreet or corridor name
local_intel_changesRecently added or owner-verified business listings. Detect new openings or data updates.2 params
Recently added or owner-verified business listings. Detect new openings or data updates.
Parameters* required
zipstringFilter by ZIP code
daysnumberLook back N days (default: 30)
local_intel_statsDataset coverage stats: total businesses, confidence scores, query volume, revenue earned.1 params
Dataset coverage stats: total businesses, confidence scores, query volume, revenue earned.
Parameters* required
zipstringOptional ZIP filter for per-ZIP stats
local_intel_tideTidal reading for a ZIP — temperature 0-100, direction (surging/heating/stable/cooling/receding), seasonal context. Synthesizes all 4 data layers.1 params
Tidal reading for a ZIP — temperature 0-100, direction (surging/heating/stable/cooling/receding), seasonal context. Synthesizes all 4 data layers.
Parameters* required
zipstringZIP code
local_intel_signalInvestment and activity signal for a ZIP. Composite score 0-100 with band (strong_buy/accumulate/hold/reduce/avoid), top reasons, and avoid flags.1 params
Investment and activity signal for a ZIP. Composite score 0-100 with band (strong_buy/accumulate/hold/reduce/avoid), top reasons, and avoid flags.
Parameters* required
zipstringZIP code
local_intel_bedrockInfrastructure momentum score for a ZIP from permits, road projects, flood zones, utility extensions. Predicts conditions 12-36 months ahead.1 params
Infrastructure momentum score for a ZIP from permits, road projects, flood zones, utility extensions. Predicts conditions 12-36 months ahead.
Parameters* required
zipstringZIP code
local_intel_for_agentPREMIUM ($0.05). Declare agent_type and intent, receive pre-ranked top-10 signals from all 4 data layers personalized for your use case.3 params
PREMIUM ($0.05). Declare agent_type and intent, receive pre-ranked top-10 signals from all 4 data layers personalized for your use case.
Parameters* required
zipstringOptional ZIP filter
intentstringWhat the agent is trying to accomplish
agent_typestringAgent role
local_intel_oraclePre-baked economic oracle for a ZIP. Returns restaurant saturation, price-tier gap analysis, growth trajectory, and 3 pre-formed questions with answers. Time-series trend tracking across 6h cycles.1 params
Pre-baked economic oracle for a ZIP. Returns restaurant saturation, price-tier gap analysis, growth trajectory, and 3 pre-formed questions with answers. Time-series trend tracking across 6h cycles.
Parameters* required
zipstringZIP code
local_intel_sector_gapRanked sector gap opportunities for a ZIP. Identifies NAICS sectors present at county but absent at ZIP — structural whitespace. Returns demand estimates, demographic framing, confidence tier (VERIFIED/ESTIMATED/PROXY/SPARSE), and LLM-ready signal per gap. Backed by ZBP 2018 +...1 params
Ranked sector gap opportunities for a ZIP. Identifies NAICS sectors present at county but absent at ZIP — structural whitespace. Returns demand estimates, demographic framing, confidence tier (VERIFIED/ESTIMATED/PROXY/SPARSE), and LLM-ready signal per gap. Backed by ZBP 2018 +...
Parameters* required
zipstringZIP code
local_intel_realtorReal estate intelligence for a ZIP: demographics, commercial gaps, flood risk, infrastructure momentum, market signals. Trained on 100 realtor business prompts.2 params
Real estate intelligence for a ZIP: demographics, commercial gaps, flood risk, infrastructure momentum, market signals. Trained on 100 realtor business prompts.
Parameters* required
zipstringZIP code
querystringNatural language question about real estate or demographics
local_intel_healthcareHealthcare market intelligence: provider density, demographics, patient demand gaps, senior population signals.2 params
Healthcare market intelligence: provider density, demographics, patient demand gaps, senior population signals.
Parameters* required
zipstringZIP code
querystringNatural language question about healthcare market
local_intel_retailRetail market intelligence: store categories, spending capture, consumer profile, undersupplied niches.2 params
Retail market intelligence: store categories, spending capture, consumer profile, undersupplied niches.
Parameters* required
zipstringZIP code
querystringNatural language question about retail market
local_intel_constructionConstruction and home services intelligence: active permits, contractor density, population growth driving demand.2 params
Construction and home services intelligence: active permits, contractor density, population growth driving demand.
Parameters* required
zipstringZIP code
querystringNatural language question about construction market
local_intel_restaurantRestaurant and food service market intelligence: saturation scores, price-tier gaps, capture rates, corridor analysis, tidal momentum. Trained on 100 restaurant prompts.2 params
Restaurant and food service market intelligence: saturation scores, price-tier gaps, capture rates, corridor analysis, tidal momentum. Trained on 100 restaurant prompts.
Parameters* required
zipstringZIP code
querystringNatural language question about restaurant market
local_intel_queryBEST FIRST CALL FOR UNKNOWN MARKETS. Fuzzy intent router — pass any plain-English question about any local market. Automatically detects ZIP, vertical, and best tool. Checks inference cache first (instant return on hit). On miss, routes to the correct vertical agent and dispat...2 params
BEST FIRST CALL FOR UNKNOWN MARKETS. Fuzzy intent router — pass any plain-English question about any local market. Automatically detects ZIP, vertical, and best tool. Checks inference cache first (instant return on hit). On miss, routes to the correct vertical agent and dispat...
Parameters* required
zipstringOptional ZIP override — detected from query if omitted
querystringAny plain-English market question
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
Featured
Keep your Mac awake while Claude Code and 40+ AI agents run. Sleeps when they're idle.
One time payment $9 →Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →