Local & MapsLive

Yelp API for AI agents

Search Yelp businesses by keyword and location, then read business details, hours, amenities, full reviews with ratings, and photos.

Using ChatGPT, Claude Code or another client? See the setup steps

Agent workflows

Use Yelp records as evidence, not glue code.

UnifAPI keeps the public Yelp surface discoverable through MCP and callable over HTTP. Agents can inspect the schema, fetch only the records needed for the task, and return the result with request, pagination, and billing metadata intact.

Find and rank local businesses by rating, review count, price range and category for lead or market research.

Summarize what customers praise and criticize from a business's full Yelp reviews and owner replies.

Compare competitors' hours, amenities and photos in one local market.