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Crawlora MCP

allbirds_product

Read-only

Allbirds product detail by handle (pinned to https://www.allbirds.com).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
handleYesRequired. Product handle (URL slug).

Output Schema

TableJSON 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

B3.3/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and openWorldHint=true, so safety is covered. The description adds the useful data-source fact that results are 'pinned to https://www.allbirds.com', indicating live site data, but says nothing about caching, freshness, or failure behavior for a missing handle.

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?

One sentence, front-loaded with the action and resource, zero filler. Nothing can be trimmed without losing the data-source pin.

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

Completeness3/5

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

An output schema exists so return values needn't be described, and annotations cover the safety profile; the single param is fully documented. What's missing is routing context among the many allbirds_* siblings and any note on handle sourcing (e.g. from allbirds_search_suggest or product listings).

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% and the single 'handle' param is documented as a required URL slug, so the schema carries the semantics. The description's 'by handle' merely restates that, adding no format examples or constraints.

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+resource ('product detail') plus the identifying key ('by handle'), so an agent knows this fetches one Allbirds product rather than listing them. It does not name any sibling, but the resource scope is unambiguous against allbirds_products/allbirds_collection_products.

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

Usage Guidelines2/5

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

There is no when-to-use or when-not-to-use guidance. With ten allbirds_* siblings, the description never says to use this for a single product and allbirds_products or allbirds_collection_products for browsing/listing, leaving routing to inference from the name alone.

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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