MH

Maps Harvest

com.mapsharvest/maps-harvest

Local business data from Google Maps: ratings, reviews, businesses without a website.

Yes, your AI can use this right now.Answered a live MCP handshake in 340 ms with no sign-in needed and exposes 3 tools.

Connect it

Settings → Connectors → Add custom connector
URL: https://www.mapsharvest.com/mcp

3 tools, verified live

Pulled straight from the server with tools/list on 2026-10-17.
get_local_market_snapshotread-only

Snapshot of one type of local business in one city, from Google Maps listings: how many listings the sample holds, the average star rating, the typical review count, the share without a website, the share showing a phone number, and up to 10 example businesses (name, address, rating, website; phone numbers are masked). Covers common business types in major cities of the United States, United Kingd

find_businesses_without_websiteread-only

Local businesses of one type in one city whose Google Maps listing shows no website: up to 10 of them (name, address, rating; phone numbers are masked), plus the share of sampled listings without a website. Useful for finding businesses that may need a website. When a city or business type is not covered, the result lists what is.

list_available_marketsread-only

Business types and cities that have snapshots. Pass a business type to get its cities, a country to narrow either list, or nothing for an overview.

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