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Hiboutik MCP by usefulapi

List customers

hiboutik_list_customers
Read-only

List customers (newest id first) with name, email, phone, country, loyalty points and store credit. Personal data of the shop's customers. GET /customers/.

Input Schema

NameRequiredDescriptionDefault
pageNoVendor page number from 1 (default 1); a page holds up to 250 rows. Continue with the previous reply's next_page.
limitNoRows returned per call, 1-250 (default 50). Large replies are cut by the server, so keep it small.
offsetNoRow to start from inside the vendor page (default 0). Continue with the previous reply's next_offset.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior4/5

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

Annotations already cover safety (readOnlyHint=true, destructiveHint=false, openWorldHint=true), so the bar is lower. The description still adds real context: the sort order, the exact fields returned, the sensitivity of the data, and the underlying GET /customers/ endpoint. It omits truncation behavior, but the schema's limit param already warns that large replies are cut server-side.

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 short sentences, zero filler, with the resource, ordering, and field list front-loaded before the endpoint reference. Every phrase carries information.

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 read-only list tool with no output schema, the description supplies the return fields, ordering, and data-sensitivity note, and the schema handles pagination fully. Only the list-vs-search routing is left ambiguous.

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 coverage is 100% and each of page/limit/offset has a precise description including defaults, bounds, and the next_page/next_offset continuation pattern. The description adds nothing about pagination or params, so 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 specific verb+resource ('List customers') and enumerates the returned fields (name, email, phone, country, loyalty points, store credit) plus sort order (newest id first), which is well beyond a restatement of the title. It does not explicitly distinguish itself from hiboutik_search_customers or hiboutik_get_customer, leaving the list-vs-search-vs-fetch boundary to inference.

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?

No guidance on when to prefer this over hiboutik_search_customers (filtered lookup) or hiboutik_get_customer (single record). The only contextual note, 'Personal data of the shop's customers,' reads as a sensitivity flag rather than a usage rule.

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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