Yelp Fusion API

Business search and discovery API providing access to Yelp's database of 8M+ local businesses including restaurants, hours, reviews, photos, and ratings.

Evaluated Mar 06, 2026 (0d ago) vcurrent
Homepage ↗ Other restaurants local-business reviews search rest-api graphql food
⚙ Agent Friendliness
62
/ 100
Can an agent use this?
🔒 Security
72
/ 100
Is it safe for agents?
⚡ Reliability
76
/ 100
Does it work consistently?

Score Breakdown

⚙ Agent Friendliness

MCP Quality
0
Documentation
82
Error Messages
78
Auth Simplicity
90
Rate Limits
80

🔒 Security

TLS Enforcement
100
Auth Strength
70
Scope Granularity
40
Dep. Hygiene
72
Secret Handling
78

HTTPS enforced; API key auth is simple but no scopes or granular permissions — treat as all-or-nothing access

⚡ Reliability

Uptime/SLA
70
Version Stability
80
Breaking Changes
78
Error Recovery
76
AF Security Reliability

Best When

An agent needs to recommend or surface local restaurant and business information from a trusted, user-generated review database with minimal setup.

Avoid When

You need transactional capability (ordering, reservations), require more than 500 requests/day on the free tier, or need data freshness guarantees.

Use Cases

  • Recommending nearby restaurants or businesses based on location and category
  • Surfacing business details (hours, phone, address, rating) in a concierge agent
  • Fetching user reviews to inform dining decisions
  • Building local business search into travel or lifestyle apps
  • Filtering restaurants by cuisine, price range, open hours, or distance

Not For

  • Making reservations (use OpenTable API for that)
  • Real-time menu or pricing data
  • Delivery ordering (use DoorDash or Uber Direct for that)
  • Programmatic review submission

Interface

REST API
Yes
GraphQL
Yes
gRPC
No
MCP Server
No
SDK
No
Webhooks
No

Authentication

Methods: api_key
OAuth: No Scopes: No

Simple API key passed as Bearer token in Authorization header. Easy for agents — no token refresh needed.

Pricing

Model: freemium
Free tier: Yes
Requires CC: No

Free tier is generous for prototyping and low-volume agents. Paid tiers require business partnership negotiation — no self-serve upgrade path.

Agent Metadata

Pagination
offset
Idempotent
Full
Retry Guidance
Documented

Known Gotchas

  • 500 requests/day free tier is easily exhausted in chatty agent loops — cache aggressively
  • Search results capped at 1000 total (offset + limit), pagination stops at 1000
  • No real-time data: business hours and info can lag actual business state
  • GraphQL endpoint has different rate limits than REST and is less documented
  • Display requirements: must show Yelp branding when displaying Yelp data per ToS

Alternatives

Full Evaluation Report

Detailed scoring breakdown, competitive positioning, security analysis, and improvement recommendations for Yelp Fusion API.

$99

Scores are editorial opinions as of 2026-03-06.

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