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List Customers

list_customers
Read-onlyIdempotent

List customers.

Input Schema

NameRequiredDescriptionDefault
pageNo
per_pageNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

D1.9/5.0
Behavior2/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false, and openWorldHint=false, so the safety profile is fully covered elsewhere. The description contributes nothing beyond that — no mention of default page size implications, result caps, or ordering.

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

Conciseness2/5

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

It is short, but conciseness here is the result of under-specification rather than efficiency — a single four-word sentence that carries no information the name doesn't already convey.

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

Completeness2/5

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

With no output schema, the description should say what a customer record contains and how results are paginated, but it does neither. For a list endpoint with undefined return shape, this leaves the agent unable to anticipate the response.

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

Parameters1/5

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

Schema description coverage is 0% for both parameters (page, per_page), and the description says nothing about them. An agent gets no guidance on pagination semantics, defaults, or maximum page size, so the schema's bare titles are the only signal.

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

Purpose2/5

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

"List customers" merely restates the tool name and title; it adds no verb nuance, scope, or distinguishing detail versus siblings like list_contacts, list_leads, or get_customer. It is a tautology with no sibling differentiation.

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 indication of when to use this tool rather than list_contacts or get_customer, nor any note about filtering, sorting, or pagination expectations. The agent is left to infer usage entirely from the name.

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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