Is it legit? Reviews trust checker

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Scores whether a business's Google Maps reviews are genuine. Your agent collects them, we judge.

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https://legitreviews.ai/mcp

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begin_submission

Reserves a submission and returns an upload_url. POST the complete JSON payload (format from describe_review_source) to it from your own environment or the user's browser; the HTTP response is the trust report. The URL is a secret that completes the submission under YOUR identity whoever posts to it, so the POST needs no key. Alternatively feed the same submission_id to submit_reviews in inline chunks. Pending submissions expire after 2 hours (or are closed as superseded when you one-shot the same place instead).

platformstring, required

urlstring

Alternative to place_id: a Google Maps place link (long /maps/place/… URL or ?cid= link). Share short-links cannot be resolved; open them first.

agentstring

Your agent/product name, recorded as the submission's provenance (e.g. 'Muse', 'Claude Code').

place_idstring

Google's feature id for the place (0x…:0x…, the '!1s' segment of a /maps/place URL).

expected_reviewsinteger

The review count the listing shows, if known.

This tool isn't marked read-only, so it may change something on the server or in an account you connected.

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Tools (7)

begin_submission

Argument	Type	Description
url	string	Alternative to place_id: a Google Maps place link (long /maps/place/… URL or ?cid= link). Share short-links cannot be resolved; open them first.
agent	string	Your agent/product name, recorded as the submission's provenance (e.g. 'Muse', 'Claude Code').
place_id	string	Google's feature id for the place (0x…:0x…, the '!1s' segment of a /maps/place URL).
platform*	string
expected_reviews	integer	The review count the listing shows, if known.

Input schema (JSON)

{
  "type": "object",
  "required": [
    "platform"
  ],
  "properties": {
    "url": {
      "type": "string",
      "description": "Alternative to place_id: a Google Maps place link (long /maps/place/… URL or ?cid= link). Share short-links cannot be resolved; open them first."
    },
    "agent": {
      "type": "string",
      "description": "Your agent/product name, recorded as the submission's provenance (e.g. 'Muse', 'Claude Code')."
    },
    "place_id": {
      "type": "string",
      "description": "Google's feature id for the place (0x…:0x…, the '!1s' segment of a /maps/place URL)."
    },
    "platform": {
      "enum": [
        "google-maps"
      ],
      "type": "string"
    },
    "expected_reviews": {
      "type": "integer",
      "description": "The review count the listing shows, if known."
    }
  }
}

check_place

Call first. Resolves a Google Maps link or place_id and reports whether a trust result is cached, how fresh it is, and a recommendation: use the cached result, or collect and submit the reviews (also when a cached single-source result would benefit from your corroboration). Never contacts Google.

read-only

Argument	Type	Description
url	string	Alternative to place_id: a Google Maps place link (long /maps/place/… URL or ?cid= link). Share short-links cannot be resolved; open them first.
place_id	string	Google's feature id for the place (0x…:0x…, the '!1s' segment of a /maps/place URL).

Input schema (JSON)

{
  "type": "object",
  "required": [],
  "properties": {
    "url": {
      "type": "string",
      "description": "Alternative to place_id: a Google Maps place link (long /maps/place/… URL or ?cid= link). Share short-links cannot be resolved; open them first."
    },
    "place_id": {
      "type": "string",
      "description": "Google's feature id for the place (0x…:0x…, the '!1s' segment of a /maps/place URL)."
    }
  }
}

describe_review_source

Read this BEFORE scraping. Returns, per platform, the exact submission format: identity fields for the listing, the per-review fields (required vs optional; everything required is visible on the review card), where each lives on the platform's pages, the sort-by-newest and 500-most-recent rules, an example payload, and how to deliver it. Without a platform it lists the supported platforms. Only Google Maps exists today.

read-only

Argument	Type	Description
platform	string	Platform to describe (default: all).

Input schema (JSON)

{
  "type": "object",
  "required": [],
  "properties": {
    "platform": {
      "enum": [
        "google-maps"
      ],
      "type": "string",
      "description": "Platform to describe (default: all)."
    }
  }
}

finalize_submission

For a submission fed by inline chunks: validates, scores, stores and returns the report. For one already uploaded to its upload_url: returns the stored report. Pending with nothing uploaded yet: says so.

Argument	Type	Description
submission_id*	string

Input schema (JSON)

{
  "type": "object",
  "required": [
    "submission_id"
  ],
  "properties": {
    "submission_id": {
      "type": "string"
    }
  }
}

get_place_trust

The cached fraud analysis for a place: verdict (looks_legit / not_sure / past_manipulation / inflated / manipulated) with its label and a one-sentence summary, letter grade, 0-100 trust score, the adjusted rating credible reviewers actually give (vs the headline average), reviewer-mix tiers, review-injection statistics, cross-business duplicate-review evidence, red flags, and provenance. Cache only: on a miss, collect and submit the reviews (see check_place).

read-only

Argument	Type	Description
url	string	Alternative to place_id: a Google Maps place link (long /maps/place/… URL or ?cid= link). Share short-links cannot be resolved; open them first.
place_id	string	Google's feature id for the place (0x…:0x…, the '!1s' segment of a /maps/place URL).

Input schema (JSON)

{
  "type": "object",
  "required": [],
  "properties": {
    "url": {
      "type": "string",
      "description": "Alternative to place_id: a Google Maps place link (long /maps/place/… URL or ?cid= link). Share short-links cannot be resolved; open them first."
    },
    "place_id": {
      "type": "string",
      "description": "Google's feature id for the place (0x…:0x…, the '!1s' segment of a /maps/place URL)."
    }
  }
}

list_scored_places

The ranked directory of places already analyzed for review fraud, best adjusted rating first (what the site's home and city pages show). 25 per page. Optional city or curated-list filter; the response lists the available cities/lists and their counts.

read-only

Argument	Type	Description
city	string	Limit to one city's places (a slug from the `cities` field of a previous response).
list	string	Limit to one curated list's places.
page	number	Page number, 0-based.

Input schema (JSON)

{
  "type": "object",
  "required": [],
  "properties": {
    "city": {
      "type": "string",
      "description": "Limit to one city's places (a slug from the `cities` field of a previous response)."
    },
    "list": {
      "enum": [
        "hcmc-foodies"
      ],
      "type": "string",
      "description": "Limit to one curated list's places."
    },
    "page": {
      "type": "number",
      "description": "Page number, 0-based."
    }
  }
}

submit_reviews

Submit the review feed inside the tool call. Without submission_id this is a one-shot submission of the whole payload (fine up to about 150 reviews). For more, call begin_submission, then send chunks of up to 150 reviews each with the same submission_id and final=false; send final=true with the last chunk (the identity fields may arrive with any chunk). Use this only when you cannot POST to the upload_url yourself (no page fetch, no curl): retyping reviews you already hold in a page or script is slow and error-prone. Returns the trust report when finalized.

Argument	Type	Description
cid	string	Decimal cid from a ?cid= link, when placeId is unknown.
lat	number
lon	number
name	string
sort	string	The order collected in: 'newest' (required for a window) or 'relevant'.
agent	string	Your agent/product name, recorded as the submission's provenance (e.g. 'Muse', 'Claude Code').
final	boolean	With submission_id: true when this is the last chunk (default true).
capped	boolean	True when deliberately stopped at 5000+ reviews of a much larger listing.

{ "type": "object", "required": [], "properties": { "cid": { "type": "string", "description": "Decimal cid from a ?cid= link, when placeId is unknown." }, "lat": { "type": "number" }, "lon": { "type": "number" }, "name": { "type": "string" }, "sort": { "type": "string", "description": "The order collected in: 'newest' (required for a window) or 'relevant'." }, "agent": { "type": "string", "description": "Your agent/product name, recorded as the submission's provenance (e.g. 'Muse', 'Claude Code')." }, "final": { "type": "boolean", "description": "With submission_id: true when this is the last chunk (default true)." }, "capped": { "type": "boolean", "description": "True when deliberately stopped at 5000+ reviews of a much larger listing." }, "address": { "type": "string" }, "mapsUrl": { "type": "string" }, "placeId": { "type": "string", "description": "Google feature id 0x…:0x…" }, "reviews": { "type": "array", "items": { "type": "object", "required": [ "rating", "author", "authorReviewCount" ], "properties": { "date": { "type": "string", "description": "The relative date as displayed, in English ('3 months ago', 'Edited 2 weeks ago'; translate it to that form yourself if your Google is not in English). Required unless timestamp is given." }, "text": { "type": "string", "description": "Original-language text; omit for star-only reviews." }, "author": { "type": "string", "description": "Reviewer display name as shown." }, "rating": { "type": "integer", "maximum": 5, "minimum": 1 }, "source": { "type": "string", "description": "Platform the card attributes the review to, on listings that show several (hotels). Send Google reviews only; others are dropped." }, "language": { "type": "string" }, "reviewId": { "type": "string", "description": "Optional: Google's review id (data-review-id on the card)." }, "authorUrl": { "type": "string", "description": "Optional: the reviewer's /maps/contrib/<id> link." }, "timestamp": { "type": [ "number", "string" ], "description": "Optional: exact posting time, epoch µs/ms/s, when you have it (row[0][1][2])." }, "photoCount": { "type": "integer" }, "isLocalGuide": { "type": "boolean" }, "ownerResponse": { "type": "object", "properties": { "date": { "type": "string" }, "text": { "type": "string" } } }, "editedTimestamp": { "type": [ "number", "string" ], "description": "Optional: last-edit time in the same units (row[0][1][3]), when present." }, "authorPhotoCount": { "type": "integer" }, "authorReviewCount": { "type": "integer", "description": "Lifetime review count shown under the name ('12 reviews')." } } } }, "complete": { "type": "boolean", "description": "True only if the review list reached its end; false for a newest-first window of the 500 most recent reviews (at least 200)." }, "platform": { "enum": [ "google-maps" ], "type": "string", "description": "Which review source the data follows (describe_review_source)." }, "pulledAt": { "type": "string", "description": "ISO 8601 datetime of collection (relative dates are resolved against it)." }, "listedRating": { "type": "number", "description": "The star rating Google displays." }, "listedReviews": { "type": "integer", "description": "The review count Google displays on the listing." }, "submission_id": { "type": "string", "description": "From begin_submission (omit for a one-shot submission)." }, "ratingHistogram": { "type": "array", "items": { "type": "integer", "minimum": 0 }, "maxItems": 5, "minItems": 5, "description": "The five-bar rating histogram next to the star rating, as review counts for 1, 2, 3, 4 and 5 stars IN THAT ORDER (Google draws 5 stars first; reverse what you read). Each bar's accessibility label or tooltip has the exact count. Required with a window or capped feed." } } }

Is it legit? Reviews trust checker

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Is it legit? Reviews trust checker

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begin_submission

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Tools (7)

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