Nicheloom

The opportunity tracker for new startups.

Google Maps Scraper MCP

Get picks like this daily. The day's top launches, AI/tech news, and a weekly opportunity spotlight — straight to your inbox.

This is 1 of 215 launches in Model Context Protocol developer tooling — see how it stacks up on momentum and crowding →

210 other launches read as similar to this one →

Details

External ID
49940653
Source
HN
Company
—
Product
Google Maps Scraper MCP
Website domain
gmapscrawl.com
Launched
Oct. 3, 2026
Cohort
—
Upvotes
10
Upvotes percentile
0.5564516129032258
Tags
—
Fetched at
Oct. 7, 2026, 5:01 p.m.
Updated at
Oct. 7, 2026, 5:01 p.m.

Description

Connect your AI agent to synchronous business search and structured listing data through one secure MCP connection.

Enrichment

Niche
Model Context Protocol developer tooling
Vertical
Horizontal
Function
Dev tools
Audience
Developer
AI stance
AI-native
Project type
Hobby / open-source project
Normalized one-liner
model context protocol scraper for google maps
Manually corrected
False

Could you build this?

Partial While the MCP interface wrapper itself is trivial, maintaining a reliable, synchronous Google Maps scraper requires anti-scraping evasion and residential proxy infrastructure at scale.

What it would actually take: The service needs an MCP server written in TypeScript or Python exposed via standard transports, backed by a robust scraping engine. The difficult component is bypassing Google's strict rate limits, CAPTCHAs, and fingerprinting using headless browser clusters (Playwright), proxy rotators (BrightData/Oxylabs), and continuous maintenance to adapt to Google Maps UI/API DOM changes.

Discussion

5 comments analyzed.

Competitors mentioned: OpenStreetMap, Google Maps API

Concerns raised: Ugly UI design, Risk of provoking Google to restrict API access, Requiring Google login to scrape Google Maps, Scraping instead of using official APIs

Competitors

Other products that read as similar to this one — 210 launches clear the similarity bar, closest 8 shown.

Attention rank: #108 of 211 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 337 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a dev tools tool for Sales yet.