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square_customers

Read-onlyIdempotent

List Square customers using an access token, with cursor pagination and sorting to retrieve customer records.

Instructions

List Square customers.

Input Schema

NameRequiredDescriptionDefault
limitNo
cursorNo
sort_fieldNo
sort_orderNo
access_tokenYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Addedv0.1.5

TDQS

C2.4/5.0
Behavior2/5

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

The annotations already declare readOnlyHint, idempotentHint, openWorldHint, and destructiveHint=false, covering the safety profile. The description adds no behavioral context beyond restating "List", such as pagination behavior, rate limits, authentication expectations, or result ordering; it merely repeats the action.

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?

The single sentence is front-loaded and free of bloat, so it is concise. However, it is under-specified rather than appropriately sized for a five-parameter listing tool, so it falls short of strong conciseness structure.

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?

For a list tool with five undocumented parameters, no output schema, and no pagination or sorting context, the description is not complete enough to guide correct invocation. The annotations cover safety, but the schema burden remains entirely on undocumented fields.

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?

The schema has five parameters with 0% description coverage, including limit, cursor, sort_field, sort_order, and access_token. The description does not mention any of them, their formats, or their effects, leaving all parameter semantics undocumented.

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 gives a specific verb and resource ("List Square customers"), which clearly distinguishes it from non-Square customer-list siblings like stripe_customers and shopify_customers. It does not differentiate from other Square tools such as square_payments or square_catalog_list, but the resource noun is unambiguous.

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 use this tool versus alternatives, no prerequisites, and no mention of whether this returns all customers or requires filtering. The agent is left to infer usage entirely from the name and schema.

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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