io.github.MCFLAMINGO/local-intel
io.github.MCFLAMINGO/local-intelHyperlocal business intelligence for AI agents. 20 MCP tools. Florida-first, Sunbelt expansion.
Tools · 27
START HERE. Natural language entry point — send any plain-English question about any Florida market and get a structured answer. Auto-detects ZIP, industry vertical, and routes to the right tool. Pass…
Full spatial context block for any FL zip or lat/lon. Returns anchor business, nearby businesses in distance rings, zone intelligence, and category breakdown. Best first call for any location query. C…
Search businesses by name, category, or semantic group (food, retail, health, finance, civic, services).
Find businesses within a radius of any lat/lon point, sorted by distance with compass bearing.
Spending zone and demographic data for a ZIP code: population, income, home value, rent, ownership rate, zone score. Pass zip or lat/lon.
Businesses along a named street corridor. Use for queries like "what is on A1A" or "businesses on Palm Valley Road".
Recently added or owner-verified business listings. Use to detect new openings or data updates.
Dataset coverage stats: total businesses, confidence scores, query volume, revenue earned.
Tidal reading for a ZIP — temperature (0-100), direction (surging/heating/stable/cooling/receding), seasonal context. Synthesizes all 4 data layers. Best for agents deciding WHERE to act next.
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 estate and financial agents.
Infrastructure momentum score and active leading indicators for a ZIP from Layer 0. Permits, road projects, flood zones, utility extensions. Predicts conditions 12-36 months ahead. 'Let Google pay for…
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 your use case. Includes delta since your…
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 trajectory (growing/empty-nest/stable), …
Ranked sector gap analysis for a ZIP. Identifies NAICS sectors present at county level but absent at ZIP — the structural whitespace in a local economy. Returns ranked opportunities with: NAICS code, …
Real estate intelligence for a ZIP. Ask natural-language questions: demographics, commercial gaps, flood risk, school proximity, infrastructure signals, market saturation. Returns structured data with…
Healthcare market intelligence for a ZIP. Ask about provider density, patient demographics, demand gaps, senior population. Returns structured data with confidence score. Trained on 100 healthcare bus…
Retail market intelligence for a ZIP. Ask about store categories, spending capture rates, consumer profile, undersupplied niches. Returns structured data with confidence score. Trained on 100 retail b…
Construction and home services market intelligence for a ZIP. Ask about contractor density, active permits, housing starts, population growth driving demand. Returns structured data with confidence sc…
Restaurant and food service market intelligence for a ZIP. Ask about saturation scores, price-tier gaps, capture rates, corridor analysis, tidal momentum. Returns structured data with confidence score…
Composite NL query layer. Ask any plain-English question about a ZIP — demographics, market opportunity, restaurant gaps, retail saturation, construction activity, investment signals, healthcare, corr…
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 gap) plus a top_pick recommendation with r…
Project-type intelligence: pass a project_type (restaurant, clinic, banking, construction, real_estate, residential_development, fitness, legal, retail, auto, etc.) and get L1 ZIPs ranked by market or…
Post a job request to local businesses or drivers. Supports delivery (first-to-accept) and proposal (collect quotes) modes. Set autonomy=full for agent-only flow, approve for human confirmation, human…
Poll the status of an RFQ. Returns the original request, all responses received so far, and booking details if booked.
Book a specific response to an RFQ — confirms the job with that business. Use after reviewing local_intel_rfq_status responses.
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. First come first served queue.
Mark a booked job as complete. Triggers escrow release in v2. Call when the job is done.
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How to use
Add to your Claude Desktop / Cursor / Cline MCP config:
{
"mcpServers": {
"io.github.mcflamingo/local-intel": {
"url": "https://gsb-swarm-production.up.railway.app/api/local-intel/mcp",
"transport": "streamable-http"
}
}
}