Show HN: Google Maps Scraper MCP
A new tool called Google Maps Scraper MCP allows AI agents to perform structured business searches and data extraction directly from Google Maps. It provides developers with an API-based workflow to integrate local business listings, ratings, and contact information into their own applications.
Why it matters
This tool streamlines the process of gathering local market intelligence and prospecting data for AI-driven business research.
Connect your AI agent to synchronous business search and structured listing data through one secure MCP connection.
Get API Key View Setup Capabilities Connection Client setup Example prompts FAQ Built for your agent
Give your agent the same business data workflow you use in your workspace.
Search businesses Find businesses by keyword and location, with listing details your agent can organize and analyze.
Retrieve listing data Read available addresses, contact details, ratings, and review counts in structured result pages.
Use results directly Receive up to 20 businesses in structured JSON for research and applications.
Configure your client to use /api/mcp , then pass your API key in the authorization header.
POST https://gmapscrawl.com/api/mcp Authorization: Bearer <YOUR_API_KEY> Accept: application/json, text/event-stream Streamable HTTP — your client handles protocol negotiation.
Bearer API key authentication — configure secrets outside prompts.
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