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@yawlabs/lemonsqueezy-mcp

by YawLabs

ls_list_products

Read-onlyIdempotent

Retrieve a paginated list of products, with optional filtering by store ID.

Instructions

List all products, optionally filtered by store. Results are paginated — check meta.page in the response for currentPage, lastPage, and total.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
storeIdNoFilter by store ID
includeNoComma-separated related resources to include (e.g. 'store,variants')
pageNumberNoPage number (1-indexed)
pageSizeNoResults per page (1-100)
Behavior4/5

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

Annotations already indicate read-only, non-destructive, idempotent, and open-world behavior. The description adds value by explaining pagination mechanics (check meta.page for currentPage, lastPage, total), which is not covered by annotations.

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?

The description is two sentences, front-loaded with the core purpose, and every sentence adds relevant information without redundancy.

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?

Given all parameters are documented in schema and annotations cover safety, the description sufficiently describes the tool's functionality and pagination. However, it could mention the structure of the response items for full completeness.

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 each parameter is well-documented in the schema. The description only hints at storeId filtering and pagination, but does not add new meaning beyond what the schema already provides.

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

Purpose5/5

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

The description clearly states the action (list) and resource (products), and adds filtering and pagination details. It distinguishes itself from sibling list tools by specifying the resource explicitly.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides context on when to use (list products with optional store filter) but lacks explicit guidance on when not to use or alternatives among the many sibling list tools.

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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