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mikz

SimpleShop MCP

by mikz

simpleshop_get_product_sales

Retrieve sales data for specified products using the 'who bought' export. Optionally include customer personal information and raw CSV.

Instructions

Return SimpleShop product sales using the 'who bought' export.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
product_idsYes
scopeNoapi_default
max_sales_rowsNoMaximum normalized sales rows returned per product.
include_customer_piiNoReturn buyer name/contact/address fields. Defaults to redacted.
include_raw_csvNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
productsYes
Behavior2/5

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

With no annotations, the description carries full burden for behavioral disclosure. It only says 'using the who bought export', which hints at a format but does not disclose side effects, permissions, rate limits, or whether it is read-only. Additional details like return structure or pagination are missing.

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 description is a single short sentence, which is concise and front-loaded. However, it omits important details that could be added without significant length, making it somewhat under-specified.

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?

Given the tool has 5 parameters and an output schema, the description should explain the overall behavior, scope options, and what the 'who bought' export entails. It does not, leaving the agent with insufficient context to use the tool correctly.

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

Parameters2/5

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

Schema description coverage is only 40%, with two parameters having descriptions. The tool description adds no additional meaning to any parameters, failing to compensate for the undocumented ones such as product_ids, scope, and include_raw_csv.

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 'Return' and the resource 'SimpleShop product sales', and references the specific 'who bought export' mechanism. This distinguishes it from sibling tools which deal with documents or products.

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 is provided on when to use this tool versus alternatives or when not to use it. The description only states what it does without any contextual recommendations.

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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