GMapsScraper.AI
Remote MCP server (HTTPS + Bearer token) that lets AI agents search Google Maps and get structured business data. GMapsScraper.AI extracts business leads from Google Maps (phones, emails, ratings, reviews, photos) to CSV/JSON, with a REST API and MCP server. Free plan.
문서
Google Maps Search
Search business listings by keyword, language, and location.
Google Maps Reviews
Fetch reviews for a place by URL or fid.
Google Maps Photos
Retrieve place photos and videos by URL or fid.
One endpoint, one auth header
Configure your client to talk to /api/mcp, then pass Authorization: Bearer YOUR_API_KEY.
POST https://gmapsscraper.ai/api/mcp
Authorization: Bearer YOUR_API_KEY
MCP-Protocol-Version: 2024-11-05
Supported endpoint
Streamable HTTP MCP at /api/mcp.
Auth
Bearer API key authentication.
Quick setup
Copy the snippet for your client and connect to the same MCP endpoint.
Codex
Add the server from the command line.
codex mcp add gmapsscraper --url https://gmapsscraper.ai/api/mcp --bearer-token-env-var YOUR_API_KEY
Claude Code
Register the remote HTTP server with a single command.
claude mcp add --transport http gmapsscraper https://gmapsscraper.ai/api/mcp --header "Authorization: Bearer YOUR_API_KEY"
Cursor
Add this to `.cursor/mcp.json` or `~/.cursor/mcp.json`.
{
"mcpServers": {
"gmapsscraper": {
"url": "https://gmapsscraper.ai/api/mcp",
"headers": {
"Authorization": "Bearer YOUR_API_KEY"
}
}
}
}
Use cases
If you want to let an AI assistant or internal tool search Google Maps, this MCP server gives you a simple way to do it.
AI assistants
Let ChatGPT, Claude, or Cursor call Google Maps tools directly.
Lead generation
Search businesses, review results, and collect public contact data faster.
Internal tools
Add Google Maps search to dashboards, admin panels, or ops workflows.
Product integrations
Build a clean MCP connection layer into your SaaS or agent product.
FAQ
Everything you need to know about connecting Google Maps Scraper to MCP clients.
What is Google Maps Scraper MCP?
It is an MCP server that exposes Google Maps search, reviews, and photos tools through a Streamable HTTP endpoint.
How do I connect?
Point your MCP client to /api/mcp and send your API key in the Authorization Bearer header.
What clients are supported?
Any client that supports Streamable HTTP MCP can connect, including MCP Inspector, OpenAI, Claude, and Cursor.
What is the best integration design?
Keep the MCP server as a thin tool layer, use one API key per environment, and route tasks by tool type.
Ready to connect MCP?
Use Google Maps Scraper MCP to let your assistant search places, read reviews, and fetch photos.
Need the underlying API details? View API reference