Review Page Ratings Summary with Pros and Cons

omnial/review-page-ratings-and-pros-cons

Given the URL of a public page that carries ratings and reviews for an item, returns the item's name (and its author, for a book), its average star rating, its total ratings and written-review counts, how many ratings fall at each of 1 to 5 stars, and a generated summary of reviewer sentiment with short lists of commonly mentioned pros and cons. Individual reviews are not returned.

activeper callv1

Price

Up to $0.406 per call; you pay what the call used

The price shown is the price you pay. No monthly minimum. Top-ups start at $5.

Data source

The requested web page

Data from the web page you request.

Use it

Five steps: search, inspect, learn, run, settle. No per-tool setup; your agent reaches this tool through the meta-tools it already has.

agent

// 1. search: find the tool
omnial_search({ query: "what you need" })

// 2. inspect: price and input schema
omnial_inspect({ tool: "omnial/review-page-ratings-and-pros-cons" })

// 3. learn: read the usage guide at runtime
omnial_learn({ tool: "omnial/review-page-ratings-and-pros-cons" })

// 4. run: price the exact call first, then run it
omnial_execute({ tool: "omnial/review-page-ratings-and-pros-cons", input: { /* see input_schema */ }, dry_run: true })
omnial_execute({ tool: "omnial/review-page-ratings-and-pros-cons", input: { /* ... */ } })

// 5. settle: the call is charged when it finishes, nothing to do

Not connected yet? Point your MCP client at https://mcp.eden-engine.com/mcp, then copy a config for your client.

Pricing

Every charge this tool can incur.

Charge	Price
Per call	$0.406

Updated: Oct 14, 2026

Input and output schemas

Input schema

input_schema.json

{
  "type": "object",
  "required": [
    "url"
  ],
  "properties": {
    "url": {
      "type": "string",
      "minLength": 1,
      "description": "The full address of a public page that shows the item's ratings and reviews. Some sites that forbid automated access are refused without being fetched."
    }
  },
  "additionalProperties": false
}

Output schema

output_schema.json

{
  "type": "object",
  "properties": {
    "author": {
      "type": "string",
      "description": "The author, when the item is a book."
    },
    "common_cons": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Short generated phrases naming what reviewers commonly criticise."
    },
    "common_pros": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Short generated phrases naming what reviewers commonly praise."
    },
    "product_name": {
      "type": "string",
      "description": "The item's name as shown on the page."
    },
    "review_count": {
      "type": "number",
      "description": "The number of written reviews, a subset of the ratings."
    },
    "total_ratings": {
      "type": "number",
      "description": "The total number of star ratings."
    },
    "average_rating": {
      "type": "number",
      "description": "The average star rating, out of 5."
    },
    "sentiment_summary": {
      "type": "string",
      "description": "A generated one- or two-sentence summary of overall reviewer sentiment."
    },
    "rating_distribution": {
      "type": "object",
      "properties": {
        "1_star": {
          "type": "number"
        },
        "2_star": {
          "type": "number"
        },
        "3_star": {
          "type": "number"
        },
        "4_star": {
          "type": "number"
        },
        "5_star": {
          "type": "number"
        }
      },
      "description": "How many ratings were given at each star level."
    }
  },
  "description": "The item's ratings and a summary of its reviews, as returned after shaping."
}