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Black Label Bots Website MCP

list_products

Everything an agent can buy from Black Label Bots, with Stripe-verified prices, billing terms, delivery and live availability.

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.5/5.0
Behavior3/5

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

With no annotations, the description carries the full behavioral burden. It does usefully disclose what the returned data contains (Stripe-verified prices, billing terms, delivery details, live availability), which is meaningful context beyond a bare list. However, it says nothing about auth requirements, result size, pagination, or caching freshness despite advertising 'live availability'.

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?

A single dense sentence that front-loads the resource ('everything an agent can buy from Black Label Bots') and then enumerates the value-add fields. No filler, nothing redundant.

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 zero-parameter read tool with no output schema and no annotations, the description compensates reasonably by naming the data fields the agent will receive in place of a return schema. It would be stronger with a note on when to reach for it before create_checkout, but nothing critical is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The tool takes zero parameters, so there is nothing for the description to explain and the baseline of 4 applies. The description correctly does not invent parameter behavior.

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?

The description clearly identifies the resource as the purchasable catalog from Black Label Bots ('everything an agent can buy'), which reads as a product listing despite the verb 'list' appearing only in the name. It is distinguishable from the checkout and page siblings by resource, though it never explicitly names what it does versus those alternatives.

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 guidance on when to call this versus siblings, though the pairing with create_checkout implies a browse-then-buy flow that the description leaves to inference. No prerequisites, no ordering advice, no exclusions are 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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