MCP Google Maps Places Scraper
Search Google Maps and get one row per place: phone, website, address, rating, and hours.
Description from the maker (original English)
Location facts for property and business listings: drive times, people within 2 hours, nature.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
You need
Which app do you use?
Pick your app above. We remember it, so next time the button says “Install in …”.
Works in Claude on the web, desktop and mobile:
https://listing-location-toolkit.nerolabs.workers.dev/mcpRun this in your terminal
claude mcp add --transport http listing-location-toolkit https://listing-location-toolkit.nerolabs.workers.dev/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"listing-location-toolkit": {
"url": "https://listing-location-toolkit.nerolabs.workers.dev/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"listing-location-toolkit": {
"type": "http",
"url": "https://listing-location-toolkit.nerolabs.workers.dev/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://listing-location-toolkit.nerolabs.workers.dev/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Tool names and descriptions exactly as the server reported them on Nov 10, 2026. The maker wrote them, not us; we show them as plain text.
list_capabilitiesFree. Lists every tool, the data sources and licences, the coverage (US and UK) and the limits. No inputs.
listing_location_packEverything for one address in one call: drive times to the nearest town, cities and airports; people living within a 1, 2 and 4 hour drive (US Census 2020 or WorldPop 2020 UK); nearby lakes, rivers, coast, mountains, national parks and attractions with distances and drive minutes
who_can_reachHow many people live within each drive time of an address, for example 1, 2 and 4 hours. US: 2020 Census block group populations. UK: WorldPop 2020 1 km grid. Drive times from the OSRM router on OpenStreetMap roads (minutes scaled to match Google Maps usual traffic). Returns the
drive_timesDrive minutes and road miles from an address to up to 20 places. Give destinations as names ("Utica, NY", "Manchester Airport") or {name, lat, lon}; leave them out to get the nearest town, nearest big cities and nearest airports automatically. OSRM router on OpenStreetMap roads,
nearby_natureNotable named places near an address, grouped: lakes and reservoirs, rivers, coast and beaches, islands, mountains, national parks, parks and nature reserves, golf, ski and marinas, museums and attractions. Each with miles, direction and (by default) drive minutes. Says when the
plot_sizeArea of a site in acres, hectares, square feet and square metres, plus its perimeter. Pass a polygon (from a county parcel map, a deed plan or a drawing) for an exact figure, or just an address or lat and lon to measure the OpenStreetMap outline of the place at that point (for ex
map_imageLinks for a listing map: a US aerial photo of the site as a PNG (USGS National Map imagery, public domain, any width from 100 m to 5 km), a USGS topo map PNG, and Google Maps and OpenStreetMap links. In the UK only the map links are returned for now. Instant, no outside calls.
locate_addressTurns an address or UK postcode into latitude and longitude, with the matched address and the source (US Census Geocoder, postcodes.io or Nominatim). Use it to check the pin before the other tools.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 10, 2026
The registry name was verified with the GitHub account Nero-Engine, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Responded in 374 ms (HTTP 200)
No sign-in needed
Read 8 tool descriptions and found no hidden instructions to the AI
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 3 of 3 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (0.1.0) reached the registry today.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: MCP Google Maps Places Scraper, ApexCharts, Tripomatic Trip Planner
Servers in the same category from other makers, sorted by stars.
Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Search Google Maps and get one row per place: phone, website, address, rating, and hours.
Generates and validates configs for ApexCharts charts, grid, gantt, tree, sankey, stock and maps.
Plan trips with Tripomatic: search places, build day-by-day itineraries and edit your trips.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
Location facts for property and business-for-sale listings, written ready to paste, with sources. Give it an address in the US or UK and it answers the questions buyers ask: how far to the nearest town, cities and airports, how many people live within a 1, 2 or 4 hour drive, what lakes, coast, mountains, national parks and attractions are nearby, whether the site is on the water, how big the plot is, and where to get an aerial photo.
Built for AI agents working for estate agents, business brokers and their teams. No install, no API key, no signup. Connect by URL and call it.
https://listing-location-toolkit.nerolabs.workers.dev/mcp
Free to use during launch.
Map APIs hand back raw numbers. A listing needs sentences like "About 1.9 million people live within a 2 hour drive" with a source a buyer's adviser can check. The people count is the hard part: public drive-time services stop at 60 minutes, and a drive-time population report from the big analytics vendors costs about $50 each. This server does it in one call for the US and UK.
| Tool | What it does |
|---|---|
listing_location_pack | Everything for one address in one call: drive times, people within 1, 2 and 4 hours, nearby nature and attractions, waterfront and national park checks, mapped site size, map links, listing_lines to paste, and sources. 10 to 25 seconds. |
who_can_reach | People living within each drive time (up to 4 bands, 15 minutes to 5 hours). US Census 2020 block groups, WorldPop 2020 for the UK. |
drive_times | Drive minutes and road miles to up to 20 places, or automatically to the nearest town, big cities and airports. |
nearby_nature | Notable lakes, rivers, coast, islands, mountains, national parks, parks, golf, ski, marinas, museums and attractions, with miles, direction and drive minutes. Measures the real distance to the shore or park boundary. |
plot_size | Acres, hectares, square feet and perimeter of a parcel polygon you pass, or of the mapped outline at the address. |
map_image | US aerial photo and topo map PNG links for the site (USGS, public domain), plus Google Maps and OpenStreetMap links. |
locate_address | Address or UK postcode to latitude and longitude, with the source. |
list_capabilities | Coverage, data sources and licences, limits. |
Claude Code
claude mcp add --transport http listing-location-toolkit https://listing-location-toolkit.nerolabs.workers.dev/mcp
Claude Desktop / claude.ai: Settings, Connectors, Add custom connector, paste the URL above.
Cursor, Windsurf, VS Code and other MCP clients
{
"mcpServers": { "listing-location-toolkit": { "url": "https://listing-location-toolkit.nerolabs.workers.dev/mcp" } } }
Call listing_location_pack with {"address": "7090 State Route 80, Cooperstown, NY 13326"} (a lakeside inn on Otsego Lake). The listing_lines that came back, live, 09-11-2026:
[
"Drive times: Utica 46 min, Albany 1 hr 21 min, Syracuse 1 hr 39 min, New York City 3 hr 43 min and John F. Kennedy International Airport (JFK) 3 hr 57 min.", "About 380,000 people live within a 1 hour drive, about 2.5 million within 2 hours and about 30 million within 4 hours (US Census 2020).", "Waterfront: on the edge of Otsego Lake (within 170 m of the water).", "Parks, nature reserves and protected land: Glimmerglass State Park (1.0 miles, 15 min drive), Betty and Wilbur Davis State Park (9.7 miles, 29 min drive) and Gilbert Lake State Park (18 miles, 48 min drive).", "Museums, castles and attractions: Fenimore Art Museum (5.7 miles, 8 min drive), National Baseball Hall of Fame and Museum (6.8 miles, 10 min drive) and Arkell Museum (18 miles, 32 min drive)." ]
The full answer also carries each drive time with road miles and raw router minutes, the people count per band with its method, the nearby places by category with direction and distance, map links and a sources list. For a lakeside test in England, try {"address": "LA22 9HA"} (Lake District).
edge_km, measured to the shore or boundary from its OpenStreetMap outline.| Data | Source | Licence |
|---|---|---|
| US population | US Census Bureau, 2020 Census centers of population by block group | Public domain |
| UK population | WorldPop 2020, 1 km, UN adjusted | CC BY 4.0 |
| Roads and drive times | OpenStreetMap via the OSRM router | ODbL |
| Nearby places | Wikidata | CC0 |
| Shorelines, park boundaries, site outlines | OpenStreetMap via Nominatim | ODbL |
| US addresses | US Census Geocoder | Public domain |
| UK postcodes | postcodes.io (Ordnance Survey and ONS open data) | OGL |
| US aerial and topo images | USGS The National Map | Public domain |
Every answer carries its own sources list, so the credit lines can go straight into the listing.
Up to 4 drive bands per call, each 15 minutes to 5 hours. Up to 20 destinations (6 by name). Nearby search up to 40 miles. Polygons up to 5,000 points. The people count and the nearby place list cover the US and UK; drive times and plot size work anywhere roads are mapped.
Addresses are answered in memory and never stored by this server. To find the pin, the address is sent to the geocoder named in the answer (US Census Geocoder, postcodes.io or Nominatim), and coordinates are sent to the router and Nominatim. To see which tools get used, each call records the tool name, whether it succeeded, the client name your app reports, the country and a one-way hashed caller ID. Your addresses, your arguments and your IP address are never kept in that log.
Built by Nero Labs.