Hometeam MCP Server
Provides an AI-queryable directory of Black-owned businesses in South Florida, allowing users to search by category, neighborhood, and specialty. It enables seamless discovery of localized businesses and services through natural language tools and real-time MongoDB integration.
README
Hometeam MCP Server
The Hometeam MCP server exposes an AI-queryable directory of Black-owned businesses in South Florida.
It runs as a separate Node.js service in mcp-server/ and connects to the same MongoDB as the main backend.
Features
- MCP tools for business search, details, categories, neighborhoods, draft classes, and specialty matching
- Stdio transport for Claude Desktop
- HTTP/SSE transport for remote clients
- Usage logging in MongoDB (
mcpusages) for analytics and future billing - API-key middleware scaffold for free/paid tier rate limits
Available Tools
search_businesses
- Search active businesses by keyword, category slug, neighborhood slug, county, and sort.
get_business_details
- Fetch full details for one business by slug or fuzzy name.
list_categories
- List all categories with name, slug, and description.
list_neighborhoods
- List all neighborhoods, optionally filtered by county.
get_latest_draft_class
- Return the most recent published Draft Class and businesses in that class.
find_by_specialty
- Smart natural-language matching for needs like “box braids”, “catering”, “tax prep”.
Setup
- Install dependencies:
cd mcp-server
npm install
- Configure environment:
cp .env.example .env
- Set your
MONGO_URIin.env.
Run (Stdio / Claude Desktop)
npm run start:local
Claude Desktop config sample is in claude_desktop_config.json.
Claude Desktop config
Add the hometeam block from claude_desktop_config.json into your Claude Desktop MCP config, then restart Claude Desktop.
Run (HTTP/SSE)
npm start
Health check:
curl http://localhost:3001/health
Endpoints:
GET /ssePOST /messages?sessionId=<id>
Deploy to Heroku (HTTP/SSE)
# Login and create app
heroku login
heroku create hometeam-mcp
# Config vars
heroku config:set NODE_ENV=production
heroku config:set MONGO_URI="your_mongodb_atlas_uri"
heroku config:set MCP_SERVER_NAME="hometeam-directory"
heroku config:set MCP_SERVER_VERSION="1.0.0"
heroku config:set CORS_ORIGIN="*"
# Deploy
git push heroku main
# Logs
heroku logs --tail --app hometeam-mcp
Heroku runs httpServer.js via Procfile. The stdio server.js is for local Claude Desktop only.
After deploy:
curl https://hometeam-mcp.herokuapp.com/
curl https://hometeam-mcp.herokuapp.com/health
Claude Desktop SSE config:
{
"mcpServers": {
"hometeam": {
"type": "sse",
"url": "https://hometeam-mcp.herokuapp.com/sse"
}
}
}
Free vs Paid tier (beta scaffold)
- Free tier: IP-based rate limit (
MCP_FREE_DAILY_LIMIT, default100/day) - Paid tier: API-key based higher limit (
MCP_PAID_DAILY_LIMIT, default10000/day) - API keys are allowlisted via
MCP_API_KEYS(comma-separated) - During beta, missing key still receives free-tier access
Usage Logging
Every tool call logs:
- tool name
- sanitized input
- businesses returned
- api key (if present)
- source (
claude-desktop/http) - response time
- timestamp
Collection: mcpusages
Example prompts
- “Find me a Black-owned restaurant in Lauderhill.”
- “Tell me more about Keisha’s Kitchen.”
- “What categories are available on Hometeam?”
- “What neighborhoods in Broward are covered?”
- “What new businesses just joined Hometeam?”
- “I need someone to do box braids near Miramar.”
Fair Use
- Be respectful of daily limits.
- Heavy scraping and abusive automated traffic are not supported.
- Rate limits and key enforcement will be tightened for paid API launch.
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