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yelp_reviews: GET /

hasdata_yelp_reviews_getPlaceReviews
Read-only

Get Yelp Place Reviews

Fetches the review feed of a single Yelp business by Yelp ID, with sorting (relevance, date, rating, elites), filtering by star rating, language and free-text query, and cursor pagination. To page, either step start by num, or resend the pagination.nextPageToken of the previous response as the nextPageToken parameter, keeping the other filters unchanged, until pagination.hasNextPage is false. The response reports the page it returned as pagination.start and pagination.num, matching the parameter names. Each review returns the author profile (name, location, review/friend/photo counts, Elite status), full text with language, star rating, timestamp, attached photos and videos, reader reactions, review tags (check-ins, first review, reservation and payment flags) and the owner reply when present. The response also carries the business review totals broken down by rating and by language. Use to monitor customer sentiment over time, mine complaints for a competitor, track how a business responds to negative reviews, or build rating-distribution and review-velocity datasets.

Input Schema

NameRequiredDescriptionDefault
numNoNumber of reviews to return per page. The maximum is 49. Defaults to 49 for the recommended feed and to 10 when `notRecommended` is set. The response echoes it back as `pagination.num`.
queryNoNote: Yelp ignores the `rating` filter while searching, so a query returns matching reviews of every star rating. Free-text query to search within the reviews of the place.
startNoResult offset for pagination. It skips the given number of reviews, so the step matches `num` (e.g., 0, 49, 98 for the recommended feed, or 0, 10, 20 when `notRecommended` is set). The response echoes it back as `pagination.start`. Cannot be combined with `nextPageToken`.
domainNoYelp domain to use. Default is `www.yelp.com`.
ratingNoNote: Yelp ignores this filter when `query` is set, so a search returns matching reviews of every star rating. Filters the reviews by star rating. Possible values are 5, 4, 3, 2 and 1. To return only five-star reviews, set it to `5`. To include several ratings, pass them comma-separated, for example `5,4,3`. When omitted, reviews with any rating are returned.
sortByNoThe order in which the reviews are returned. Defaults to relevanceDesc.
placeIdYesThe Yelp ID of the place. For example, '-4ofMtrD7pSpZIX5pnDkig'. Yelp IDs can be obtained from the Yelp Search Scraper API.
languageCodeNoLanguage of the reviews to return, as a two-letter code (e.g., 'en', 'es', 'fr'). Defaults to en.
nextPageTokenNoOpaque cursor for the next page, taken verbatim from `pagination.nextPageToken` of the previous response. It carries both the offset and the page size, so passing it alone continues the feed where the last response ended. Keep the other filters (`sortBy`, `rating`, `languageCode`, `query`, `notRecommended`) identical across pages. Use either this or `start`, not both. Paginate until `pagination.hasNextPage` is false.
notRecommendedNoReturns the reviews Yelp does not currently recommend (filtered out of the main feed by its recommendation software) instead of the recommended ones. These reviews carry no photos, videos or reactions, and are paginated ten at a time. Defaults to false.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / properties / domain / enum
      Previous value: -[
      -  "www.yelp.com",
      -  "www.yelp.co.uk",
      -  "www.yelp.ca",
      -  "www.yelp.com.au",
      -  "ms.yelp.my",
      -  "www.yelp.cz",
      -  "www.yelp.dk",
      -  "www.yelp.de",
      -  "www.yelp.at",
      -  "de.yelp.ch",
      -  "en.yelp.be",
      -  "en.yelp.com.hk",
      -  "en.yelp.my",
      -  "www.yelp.co.nz",
      -  "en.yelp.com.ph",
      -  "www.yelp.ie",
      -  "www.yelp.com.sg",
      -  "en.yelp.ch",
      -  "www.yelp.com.ar",
      -  "www.yelp.cl",
      -  "www.yelp.es",
      -  "www.yelp.com.mx",
      -  "fil.yelp.com.ph",
      -  "fr.yelp.be",
      -  "fr.yelp.ca",
      -  "www.yelp.fr",
      -  "fr.yelp.ch",
      -  "www.yelp.it",
      -  "it.yelp.ch",
      -  "nl.yelp.be",
      -  "www.yelp.nl",
      -  "www.yelp.no",
      -  "www.yelp.pl",
      -  "www.yelp.com.br",
      -  "www.yelp.pt",
      -  "fi.yelp.fi",
      -  "sv.yelp.fi",
      -  "www.yelp.com.tr",
      -  "www.yelp.co.jp",
      -  "zh.yelp.com.hk",
      -  "www.yelp.com.tw"
      -]New value: +[
      +  "www.yelp.com",
      +  "www.yelp.co.uk",
      +  "www.yelp.ca",
      +  "www.yelp.com.au",
      +  "ms.yelp.my",
      +  "www.yelp.cz",
      +  "www.yelp.dk",
      +  "www.yelp.de",
      +  "www.yelp.at",
      +  "de.yelp.ch",
      +  "en.yelp.be",
      +  "en.yelp.com.hk",
      +  "en.yelp.my",
      +  "www.yelp.co.nz",
      +  "en.yelp.com.ph",
      +  "www.yelp.ie",
      +  "www.yelp.com.sg",
      +  "en.yelp.ch",
      +  "www.yelp.com.ar",
      +  "www.yelp.cl",
      +  "www.yelp.es",
      +  "www.yelp.com.mx",
      +  "fil.yelp.com.ph",
      +  "fr.yelp.be",
      +  "www.yelp.fr",
      +  "fr.yelp.ch",
      +  "www.yelp.it",
      +  "it.yelp.ch",
      +  "nl.yelp.be",
      +  "www.yelp.nl",
      +  "www.yelp.no",
      +  "www.yelp.pl",
      +  "www.yelp.com.br",
      +  "www.yelp.pt",
      +  "fi.yelp.fi",
      +  "sv.yelp.fi",
      +  "www.yelp.com.tr",
      +  "www.yelp.co.jp",
      +  "zh.yelp.com.hk",
      +  "www.yelp.com.tw"
      +]
  2. Added

TDQS

A3.9/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already establish read-only, non-destructive, open-world access, and the description adds real behavioral context: cursor vs. offset paging, the requirement to keep other filters fixed across pages, the hasNextPage termination condition, and the fact that notRecommended reviews lack photos/videos/reactions. No rate limits or auth requirements are mentioned.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

It is front-loaded with purpose, then pagination mechanics, then the response shape, then use cases. It is longer than average but each block carries information; the closing use-case list is the most expendable part.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With ten parameters and no output schema, the description does the right thing by describing the returned review fields, business rating/language totals, and pagination echo fields. Combined with the exhaustive schema, an agent has what it needs to call it correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the schema already documents every parameter in detail, including the rating/query interaction and the start vs. nextPageToken exclusivity. The description mostly restates these at a higher level (sort modes, star filter, language, free-text, cursor), adding little beyond the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description names a specific verb and resource ("Fetches the review feed of a single Yelp business by Yelp ID") and enumerates the supported sorting and filtering axes. It is clearly distinct from a place-details or search tool, though it does not name the siblings explicitly.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It gives concrete usage contexts at the end (sentiment monitoring, competitor complaint mining, owner-response tracking, rating-distribution datasets) and a precise pagination procedure. It stops short of stating when to prefer the sibling search or place-details tools instead.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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