6 endpoints · 4 vendors · Reviews & Apps

Yelp: 6 endpoints, pay per call

App stores and review sites — what people rate, and what they say. Served by Litescrape, Crawl4AI, SerpApi, Bright Data; every call priced individually, from $0.001. One key or one wallet, charged only on success.

Get a key See all 6 endpoints Search within

Works in

Claude Cursor Codex LangChain CrewAI

What your agent can now do

Yelp, one prompt away

Agent

read yelp reviews ✓
reviews of a yelp business ✓
one yelp business ✓

⛩

Toll402 → Yelp

POST /v1/p/litescrape.yelp.business.reviews200 · $0.001
POST /v1/p/crawl4ai.yelp.business.reviews200 · $0.001
POST /v1/p/crawl4ai.yelp.business.profile200 · $0.001688

Set up

Use Yelp from Claude Code, Cursor or any agent

Give this to your agent
In your agent's chat
$set up Toll402 — https://toll402.dev/llms.txt
Or add the MCP server yourself
Claude Code
$claude mcp add --transport http toll402 https://toll402.dev/mcp

Or call it straight over HTTP

curl -X POST https://toll402.dev/v1/p/litescrape.yelp.business.reviews -H 'x-toll402-key: tk_…' -H 'content-type: application/json' \
  -d '{"place_id":"dDz2erKJ_Z2HMur0tQ_iJA","yelp_domain":"www.yelp.com","hl":"en","rating":"5,4"}'

All Yelp endpoints 6

Endpoint	Vendor	7 days	Price / call
`litescrape.yelp.business.reviews` Read Yelp reviews. Returns public reviews for one Yelp business in `reviews` (Litescrape · Yelp)	Litescrape	—	$0.001	spec
`crawl4ai.yelp.business.reviews` Reviews of a Yelp business. The recommended reviews on a Yelp business's page, in Yelp's order, one row per review: stars, date, text, the reviewer's name, home	Crawl4AI	—	$0.001	spec
`crawl4ai.yelp.business.profile` One Yelp business. One business on Yelp as one row: name, rating and review count, price range, categories, phone, website, address, neighborhoods and map point	Crawl4AI	—	$0.001688	spec
`serpapi.x.yelp-search` Yelp business search by description and location. Live Yelp business listings for a description and location (SerpApi · Yelp)	SerpApi	—	$0.01875	spec
`litescrape.yelp.business.search` Search Yelp businesses. Returns Yelp businesses in `organic_results` (Litescrape · Yelp)	Litescrape	—	$0.001	spec
`brightdata.x.yelp-businesses` Yelp business profile by page URL. Yelp businesses overview (Bright Data · Yelp)	Bright Data	—	$0.001875	spec

Vendor rate + 25%. Litescrape docs · Crawl4AI docs · SerpApi docs · Bright Data docs