Booyah Index MCP — SE Asia Business Directory¶
What It Is¶
Booyah Index MCP (sarapab-th/booyah-index-mcp) provides an AI-readable directory of 3,520 local businesses across 14 Southeast Asian cities — Bangkok, Singapore, Bali, Kuala Lumpur, Ho Chi Minh City, and more. Market researchers, expansion teams, and travel operators can search and analyze local business landscapes without scraping or manual research.
Tools Available¶
| Tool | Description |
|---|---|
| Business search | Search by category, city, name, or keyword |
| City browse | List businesses by city with category filters |
| Detail lookup | Full business profiles with location, hours, ratings |
Quick Start¶
npx mcp-remote https://getbooyah.com/api/mcp
Business Use Cases¶
- Market entry research: "How many coffee shops with 4+ star ratings are there in Chiang Mai?"
- Competitive landscape: "List all co-working spaces in Kuala Lumpur with their ratings and price ranges"
- Supplier discovery: "Find Thai food product suppliers in Bangkok for export to the US"
- Travel planning ops: "Top 10 rated restaurants in Singapore's Chinatown under $30/person"
Limitations¶
- SE Asia only: 14 cities, no coverage outside Southeast Asia
- Static directory: Not real-time — data freshness depends on Booyah's update cycle
- Limited depth: 3,520 businesses across 14 cities averages ~250/city