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Hyperlocal business intelligence for AI agents. 20 MCP tools. Florida-first, Sunbelt expansion.
About
Hyperlocal business intelligence for AI agents. 20 MCP tools. Florida-first, Sunbelt expansion.
Remote endpoints: streamable-http: https://gsb-swarm-production.up.railway.app/api/local-intel/mcp sse: https://gsb-swarm-production.up.railway.app/api/local-intel/mcp
Security Report
0.5
Use Caution0.5Critical RiskThis MCP server exhibits critical security vulnerabilities including hardcoded payment infrastructure secrets, dangerous dependency patterns (crypto libraries), potential data exfiltration mechanisms, and insufficient input validation. The codebase contains obfuscated JavaScript, multiple blockchain/cryptocurrency dependencies that suggest payment processing without transparent authentication, and broad network/file permissions without adequate safeguards. The server should not be deployed in its current state. Supply chain analysis found 22 known vulnerabilities in dependencies (1 critical, 11 high severity).
4 files analyzed · 34 issues found
Security scores are indicators to help you make informed decisions, not guarantees. Always review permissions before connecting any MCP server.
Permissions Required
This plugin requests these system permissions. Most are normal for its category.
How to Install & Connect
Available as Local & Remote
This plugin can run on your machine or connect to a hosted endpoint. during install.
Documentation
View on GitHubFrom the project's GitHub README.
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 |
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