Yelp Fusion AI MCP

Official

yelp_agent (natural-language business search and Q&A)

Details

Vendor

Yelp

Type

Official

Category

Reviews, calls and leads

Endpoint

No public remote endpoint

none (local; can run streamable-http yourself)

Auth

Yelp Fusion AI API key

Transport

stdio (default), streamable-http, sse

Spec version

Not stated by the vendor

Code repo

https://github.com/Yelp/yelp-mcp

Official MCP registry

Not listed

HasData and others listed

Tools

yelp_agent (natural-language business search and Q&A)

Our live check

Result

No public endpoint

What came back

No public endpoint

Publisher

Matches the vendor

github.com/Yelp

Docs read

Oct 3, 2026

We send one MCP initialize call and nothing else. A 401 that points to OAuth counts as live: the server answers, and you sign in to use it.

Notes

Consumer-side search, not a business-owner review tool.

Source

https://github.com/Yelp/yelp-mcp