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kroger_product_reviews

Read-only

Fetch one page of Kroger product-review items and the product's full star histogram using UPC and Page/PageSize. Reviewer display names are omitted. Use kroger_product or kroger_products to find the product.

Input Schema

NameRequiredDescriptionDefault
UPCYesKroger product UPC/id
PageNoOne-based review page
PageSizeNoReviews per page, 1-100

Output Schema

NameRequiredDescriptionDefault
dataYesThe tool result payload (shape varies per tool; see each tool's docs resource).

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed3 schema fields changed
    • addedInput schema / properties / Page / description
      Added value: +"One-based review page"
    • addedInput schema / properties / PageSize / description
      Added value: +"Reviews per page, 1-100"
    • addedInput schema / properties / UPC / description
      Added value: +"Kroger product UPC/id"
  2. First observed

TDQS

A4.3/5.0
Behavior4/5

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

Annotations cover the safety profile (readOnlyHint/openWorldHint), and the description adds genuinely useful non-annotation context: results are paginated ('one page'), the star histogram is returned in full, and reviewer display names are omitted (privacy behavior). It does not disclose rate limits or a page cap, keeping it short of a 5.

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?

Two sentences, front-loaded with the core action and return shape, followed by the routing hint. No filler; every clause carries information.

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?

With three well-documented params, full annotations, and an output schema that already defines return values, the description covers what an agent needs: what is fetched, how it paginates, the privacy caveat, and how to obtain the UPC.

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 description coverage is 100%, so UPC, Page, and PageSize are already documented in the schema; the baseline of 3 applies. The description references these names but adds no format or edge-case meaning beyond what the schema provides.

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?

States a specific verb ('Fetch'), a precisely scoped resource ('one page of Kroger product-review items'), and an additional returned artifact (the product's 'full star histogram'). An agent can immediately distinguish this from kroger_product/kroger_products, which are named as different-purpose tools.

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?

Explicitly routes the agent to the prerequisite step: 'Use kroger_product or kroger_products to find the product,' implying the UPC must be obtained elsewhere first. Pagination is framed via Page/PageSize, but there is no explicit 'when-not-to-use' or note about whether repeated pages re-fetch the histogram.

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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