io.github.MCFLAMINGO/local-intel

up checked 2026-11-11T00:38:02.960Z

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Publisher-provided description

Hyperlocal business intelligence for AI agents. 20 MCP tools. Florida-first, Sunbelt expansion.

Summary by lookupd

Provides hyperlocal ZIP-level market intelligence, business lookups, and merchant job routing for Florida and Sunbelt areas.

Install

Claude Code, remote (streamable-http)

claude mcp add --transport http local-intel https://gsb-swarm-production.up.railway.app/api/local-intel/mcp

Claude Code, remote (sse)

claude mcp add --transport sse local-intel https://gsb-swarm-production.up.railway.app/api/local-intel/mcp

Codex, remote (streamable-http)

codex mcp add local-intel --url https://gsb-swarm-production.up.railway.app/api/local-intel/mcp

Codex, remote (sse)

codex mcp add local-intel --url https://gsb-swarm-production.up.railway.app/api/local-intel/mcp

Cursor, remote (streamable-http) → .cursor/mcp.json

{
  "mcpServers": {
    "local-intel": {
      "url": "https://gsb-swarm-production.up.railway.app/api/local-intel/mcp"
    }
  }
}

Cursor, remote (sse) → .cursor/mcp.json

{
  "mcpServers": {
    "local-intel": {
      "type": "sse",
      "url": "https://gsb-swarm-production.up.railway.app/api/local-intel/mcp"
    }
  }
}

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Tools (27 tools)

Publisher-provided text

local_intel_query START HERE. Natural language entry point for both market intelligence AND business routing. Ask about a market, find a business, or route a customer request. Au
local_intel_context Full spatial context block for any FL zip or lat/lon. Returns anchor business, nearby businesses in distance rings, zone intelligence, and category breakdown. B
local_intel_search Search businesses by name, category, or semantic group (food, retail, health, finance, civic, services).
local_intel_nearby Find businesses within a radius of any lat/lon point, sorted by distance with compass bearing.
local_intel_zone Spending zone and demographic data for a ZIP code: population, income, home value, rent, ownership rate, zone score. Pass zip or lat/lon.
local_intel_corridor Businesses along a named street corridor. Use for queries like "what is on A1A" or "businesses on Palm Valley Road".
local_intel_changes Recently added or owner-verified business listings. Use to detect new openings or data updates.
local_intel_stats Dataset coverage stats: total businesses, confidence scores, query volume, revenue earned.
local_intel_tide Tidal reading for a ZIP — temperature (0-100), direction (surging/heating/stable/cooling/receding), seasonal context. Synthesizes all 4 data layers. Best for ag
local_intel_signal Investment and activity signal for a ZIP. Composite score 0-100 with band (strong_buy/accumulate/hold/reduce/avoid), top reasons, and avoid flags. Best for real
local_intel_bedrock Infrastructure momentum score and active leading indicators for a ZIP from Layer 0. Permits, road projects, flood zones, utility extensions. Predicts conditions
local_intel_for_agent PREMIUM composite entry point ($0.05). Declare your agent_type and intent, receive pre-ranked top-10 signals assembled from all 4 data layers, personalized for
local_intel_oracle Pre-baked economic oracle for a ZIP. Returns: restaurant saturation (is there room for another?), price-tier gap analysis (what menu price is missing?), growth
local_intel_sector_gap Ranked sector gap analysis for a ZIP. Identifies NAICS sectors present at county level (CBP/CES employment) but underrepresented at ZIP (OSM business counts) —
local_intel_realtor Real estate intelligence for a ZIP. Ask natural-language questions: demographics, commercial gaps, flood risk, school proximity, infrastructure signals, market
local_intel_healthcare Healthcare market intelligence for a ZIP. Ask about provider density, patient demographics, demand gaps, senior population. Returns structured data with confide
local_intel_retail Retail market intelligence for a ZIP. Ask about store categories, spending capture rates, consumer profile, undersupplied niches. Returns structured data with c
local_intel_construction Construction and home services market intelligence for a ZIP. Ask about contractor density, active permits, housing starts, population growth driving demand. Re
local_intel_restaurant Restaurant and food service market intelligence for a ZIP. Ask about saturation scores, price-tier gaps, capture rates, corridor analysis, tidal momentum. Retur
local_intel_ask Composite NL query layer. Ask any plain-English question about a ZIP — demographics, market opportunity, restaurant gaps, retail saturation, construction activi
local_intel_compare Compare up to 10 ZIP codes side-by-side and get a ranked opportunity table. Returns per-ZIP signals (HHI, capture rate, infra momentum, consumer profile, top ga
local_intel_project Project-type intelligence: pass a project_type (restaurant, clinic, banking, construction, real_estate, residential_development, fitness, legal, retail, auto, e
local_intel_rfq Route a customer request to local businesses — food orders, delivery, services, or any job. ALWAYS include the full order or ask in description (or items[]), pl
local_intel_rfq_status Poll the status of an RFQ. Returns the original request, all responses received so far, and booking details if booked.
local_intel_book Book a specific response to an RFQ — confirms the job with that business. Use after reviewing local_intel_rfq_status responses.
local_intel_decline_response Decline a specific response to an RFQ and get the next in queue. Use when a client rejects the first responder — returns the next pending response automatically
local_intel_complete Mark a booked job as complete and settle payment to the local merchant wallet (Tempo pathUSD when SETTLEMENT_ENABLED=true; otherwise records settled_intent and

Details

Version: 1.2.0
Transports: streamable-http, sse
Uptime (7 days): 100%
Median latency: 248 ms
First indexed: 2026-11-01T09:12:05.500Z
Last seen in registry: 2026-11-01T09:12:05.500Z
Repository: https://github.com/MCFLAMINGO/gsb-swarm

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Last crawl: 2026-11-11T16:39:06.253Z
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