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PhiDuyAnhMCP SERVER

Google Maps Reviews MCP Server

Give it a Google Maps link and a number of reviews, and it scrapes them for summarising and can save them to a spreadsheet.

by PhiDuyAnh ↗Site Crawling & Scraping InfrastructureCommunity

LABSCO SUMMARY

One job, done through a real browser.

Google Maps has no public reviews API, so browser automation is the only route, and keeping the surface to "fetch N reviews for this place" is the right scope for a scraper. Expect the usual fragility that comes with it, and note that the Excel export is what makes the results useful beyond a single conversation.

What it is

A small scraping server for Google Maps reviews. You hand the assistant the Maps link for a place and say how many reviews to pull; it drives a browser through Playwright to collect them, and the reviews come back for summarising. Collected reviews can also be written to an Excel file.

What you get

Scraping a chosen number of reviews from a place's Google Maps page so an assistant can summarise them, and saving the collected reviews to an Excel file for use elsewhere. The author lists retrieval-augmented search and stored review sets as intended additions rather than current behaviour.

Requirements

Nothing — no account, no key. uv for dependency management, with uv sync from a clone; the package is google-maps-reviews-mcp (version 0.2.0). Playwright needs its system dependencies installed with playwright install-deps. The documented client entry points at your virtualenv's Python and the server.py file, over stdio.

Setup effort

Build from source

See installation options