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allbirds_products

Read-only

Returns normalized products from Allbirds's (https://www.allbirds.com) public product catalog. The storefront URL is fixed server-side. Valid empty result pages return 200 with an empty products array. limit: Maximum products to return. Default 50, maximum 250. page: 1-based page number, default 1. Use allbirds_product to get a Allbirds product.

Input Schema

NameRequiredDescriptionDefault
pageNo1-based page number, default 1.
limitNoMaximum products to return. Default 50, maximum 250.

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. First observed

TDQS

A3.6/5.0
Behavior4/5

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

Annotations already declare readOnlyHint and openWorldHint, so the safety profile is covered. The description still adds a non-obvious behavioral fact the agent needs: valid empty pages return HTTP 200 with an empty products array, plus the fixed server-side storefront URL. It omits rate limits and pagination-iteration guidance.

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

Conciseness3/5

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

Purpose is front-loaded, but the paragraph pads itself by restating the two schema parameter descriptions verbatim, and the final sibling sentence is grammatically broken. Adequate but with clearly redundant material.

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?

For a simple two-parameter list tool with an output schema and safety annotations already present, the description covers purpose, parameter bounds, and the empty-result behavior an agent would otherwise misread as an error. The main gap is the missing boundary against allbirds_collection_products.

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 both parameters are fully documented in the schema. The description merely repeats the limit and page definitions verbatim ("Default 50, maximum 250", "1-based page number, default 1") without adding format or interaction meaning, so the baseline of 3 applies.

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?

States a specific verb and resource ("Returns normalized products from Allbirds's public product catalog") and names the single-product sibling it is not. However, it does not distinguish itself from allbirds_collection_products, which also returns product listings, so sibling differentiation is incomplete.

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

Usage Guidelines3/5

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

The closing line "Use allbirds_product to get a Allbirds product" points at one alternative, but gives no condition for when to prefer this catalog-wide listing over allbirds_collection_products, allbirds_page, or allbirds_search_suggest. Usage is implied rather than stated.

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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