Stoop — Find Licensed Contractors Through Your AI Assistant

Stoop is an MCP server that turns AI conversations into real contractor matches. Ask Claude for a plumber, HVAC tech, or electrician in Miami — get 3 licensed, rated providers with phone numbers and pricing, instantly.

No more Googling. No more opening 5 tabs. No more calling random numbers.

How It Works

You ask Claude something like:

"My kitchen faucet is leaking, I need a plumber in Miami"

Stoop returns 3 verified providers ranked by license status, ratings, proximity, and pricing — with direct call/text links.

What you get:

Licensed providers verified against the Florida DBPR database
Star ratings and review counts from Google Places + Yelp
Price ranges for your specific service
Phone numbers with one-tap call/text
Emergency detection (burst pipes get different results than tune-ups)

Quick Setup (2 minutes)

Claude Desktop

Add this to your claude_desktop_config.json:

macOS: ~/Library/Application Support/Claude/claude_desktop_config.json Windows: %APPDATA%\Claude\claude_desktop_config.json

config.json

{
  "mcpServers": {
    "stoop": {
      "command": "npx",
      "args": [
        "mcp-remote",
        "https://stoop-mcp-server.stoop.workers.dev/mcp"
      ]
    }
  }
}

Restart Claude Desktop. You're done.

Verify It Works

Ask Claude any of these:

"I need a plumber in Miami"
"My AC stopped working, it's 95 degrees"
"Emergency! Pipe burst in my basement"
"Find an electrician near Coral Gables for a panel upgrade"

What Stoop Searches

Trade	Coverage	License Type
Plumbing	234 providers	FL CFC License
Electrical	230 providers	FL EC License
HVAC	175 providers	FL CAC License

All providers are in the Miami-Dade and Broward County metro area. Data sourced from Google Places, Yelp Fusion, and the Florida Department of Business and Professional Regulation (DBPR).

MCP Tools

Stoop exposes 4 tools via the Model Context Protocol:

Tool	Description
`service_search`	Search for providers by trade, location, urgency, and budget
`provider_profile`	Get detailed info on a specific provider (license, hours, reviews)
`home_profile`	Store your home details to improve future matches
`job_history`	View your past searches and contacts

How Ranking Works

Providers are scored on a 100-point scale:

Factor	Points	Notes
Active FL license	30	Verified against DBPR
Star rating	0–20	Scaled from Google/Yelp rating
Review count	0–15	Log scale, caps at ~150 reviews
Proximity	0–15	1 point per mile closer
Availability	10	Assumed available in v1
Price match	10	Within your budget
Emergency boost	+15	For urgent requests only

Tech Stack

Runtime: Cloudflare Workers (global edge)
Database: Supabase PostgreSQL + PostGIS
Intent Parsing: Keyword-first with Claude Sonnet fallback
Data Sources: Google Places API, Yelp Fusion API, FL DBPR
UI Components: React 19 MCP App cards with text/markdown fallback
Monorepo: Turborepo with shared TypeScript packages

Current Coverage

Miami metro only (Miami-Dade + Broward County). Three trades: HVAC, Plumbing, Electrical.

More cities and trades coming based on demand.

Privacy

Your search queries are stored for analytics (improving results)
No personal information is sent to the LLM — only the query text
Provider data comes from public sources (Google, Yelp, state licensing databases)
You can request data deletion at any time

Contributing

This is an early-stage product. Issues and feedback welcome at github.com/oliverhpage/stoop/issues.

License

MIT