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unleashed-software

List customers

unleashed_list_customers
Read-only

List customers, optionally filtered by code or name prefix, currency or modification date. Unleashed: GET /Customers/{page}.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pageNoPage number (1-based). Default 1.
orderByNoSort column.
currencyNoOnly customers with exactly this currency code, e.g. NZD.
pageSizeNoRecords per page, 1-1000. Unleashed default is 200.
customerCodeNoOnly customers whose code starts with this.
customerNameNoOnly customers whose name starts with this.
modifiedSinceNoOnly records created or modified since this UTC date (YYYY-MM-DD).
includeObsoleteNoInclude obsolete customers.

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?

readOnlyHint=true already establishes the safe read-only profile, so the description's burden is lower. It adds that results are page-based via 'GET /Customers/{page}' and that filters exist, but says nothing about pagination size, total counts, or result shape.

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?

Two tight sentences with the core action and filter set front-loaded, and the endpoint reference placed last. Nothing wastes space.

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?

For an 8-parameter list tool with no output schema, the description covers the essentials but omits return shape and pagination semantics that would help an agent interpret results. It is adequate but leaves clear gaps.

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 all 8 parameters are already documented in the schema. The description paraphrases a subset of filters (code, name prefix, currency, modification date) without adding syntax or format details beyond what the schema provides, so the baseline 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 clear verb (List) and resource (customers) and names the filterable fields, so an agent understands it retrieves multiple customers. It does not explicitly distinguish itself from the sibling unleashed_get_customer, though 'List' vs 'get' is reasonably self-evident.

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?

The description mentions that filtering is optional but gives no guidance on when to use this list tool versus unleashed_get_customer for a single record. There are no exclusions or prerequisites stated; usage is only implied.

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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