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Pullwire

Amazon Product Reviews

amazon-reviews
Read-only

Get the reviews embedded on an amazon.com product page by ASIN or URL: rating, title, date, verified purchase, helpful votes and full text. No login, no browser. Costs 1 credit per result; failed items are free.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "products": "<products>"
    },
    "name": "amazon-reviews"
  }
}

Input Schema

NameRequiredDescriptionDefault
productsYesOne entry per product (ASIN or amazon.com product URL).
maxResultsNoStop after this many reviews in total across all products. Empty: no extra cap.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.5/5.0
Behavior5/5

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

Beyond the read-only, non-destructive, open-world annotations, it discloses that no login or browser is required, that each result costs one credit, and that failed items are free. These are concrete operational and billing details that help the agent anticipate access requirements and cost.

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

Conciseness5/5

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

The opening sentence front-loads the action, source, accepted identifiers, and returned fields. The brief login/browser and billing statements each add distinct useful information without filler or redundancy.

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

Completeness5/5

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

Although there is no output schema, the description identifies the available review fields and limits expectations to reviews embedded on the product page. Combined with the detailed input schema and safety annotations, its access and billing disclosures leave no material gap for correct selection and invocation.

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%, and the schema already documents ASIN/URL syntax, per-product review limits, batching, and the global maxResults cap. The description's ASIN/URL wording mostly repeats that information, while the per-result pricing adds only limited interpretive context, so the high-coverage baseline applies.

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

Purpose5/5

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

The description uses a specific verb and resource: retrieving reviews embedded on an amazon.com product page by ASIN or URL. That narrow scope, together with the enumerated review fields, distinguishes it from amazon-products and the generic scrape sibling without relying on the title alone.

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 clearly establishes when to use the tool: when embedded Amazon product-page reviews are needed and the agent has an ASIN or product URL. It does not explicitly say when not to use it or name an alternative for other Amazon data or reviews beyond the embedded page.

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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