# Mcflamingo Local Intel MCP server

Source: https://glimind.com/server/mcp-registry%2Fio.github.mcflamingo%2Flocal-intel
Registry id: `mcp-registry/io.github.mcflamingo/local-intel`
Status: live (checked 2026-10-26T20:17:37.414Z)

## Measurements (30 days)

- Uptime: 99.97%
- Checks: 4883
- Outages (90 days): 6

## Install

```json
{
  "mcpServers": {
    "mcflamingo-local-intel-mcp-server": {
      "type": "http",
      "url": "https://gsb-swarm-production.up.railway.app/api/local-intel/mcp"
    }
  }
}
```

Claude Code:

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

## Tools (27)

- `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_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_book`: Book a specific response to an RFQ — confirms the job with that business. Use after reviewing local_intel_rfq_status responses.
- `local_intel_changes`: Recently added or owner-verified business listings. Use to detect new openings or data updates.
- `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_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 
- `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_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_corridor`: Businesses along a named street corridor. Use for queries like "what is on A1A" or "businesses on Palm Valley Road".
- `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_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_healthcare`: Healthcare market intelligence for a ZIP. Ask about provider density, patient demographics, demand gaps, senior population. Returns structured data with confide
- `local_intel_nearby`: Find businesses within a radius of any lat/lon point, sorted by distance with compass bearing.
- `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_project`: Project-type intelligence: pass a project_type (restaurant, clinic, banking, construction, real_estate, residential_development, fitness, legal, retail, auto, e
- `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_realtor`: Real estate intelligence for a ZIP. Ask natural-language questions: demographics, commercial gaps, flood risk, school proximity, infrastructure signals, market 
- `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_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_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_search`: Search businesses by name, category, or semantic group (food, retail, health, finance, civic, services).
- `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_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_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_zone`: Spending zone and demographic data for a ZIP code: population, income, home value, rent, ownership rate, zone score. Pass zip or lat/lon.

Measured by Glimind (https://glimind.com): MCP handshake + tool list only, no tool is ever called. CC BY 4.0.