Head to head
MCP vs Yelp Reviews Scraper - Extract Ratings & Data
Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.
No reviews yet
Web intelligence for AI agents: fetch, render, extract, research. x402 micropayments, no API keys.
Full listing
No reviews yet
Scrape Yelp business reviews easily — extract ratings, review text, reviewer names, dates, and…
Full listingThe short version
Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. Both score close on the safety scan (62 and 67 out of 100). MCP has noticeably more public adoption.
| MCP | Yelp Reviews Scraper - Extract Ratings & Data | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | C62/100 | C67/100 |
| Adoption | Growing | New |
| GitHub stars | 0 | – |
| Downloads / week | 47 | – |
| Runs where | Hosted (remote) | Hosted (remote) |
| Gateway-ready | Yes | Yes |
| Tools | — | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | MIT | — |
| Last release | 2026-09-17 | — |
| Category | Scraping and browsing | Scraping and browsing |