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Get store statistics

printful_get_statistics
Read-only

Sales, costs, profit and order-count reports for a period of at most 6 months. Printful: GET /reports/statistics.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
date_toYesEnd date, YYYY-MM-DD (max 6 months after date_from).
currencyNo3-letter currency, or display_currency for the account's display currency (default: store currency).
store_idNoStore id (numeric) for an ACCOUNT-level token; overrides PRINTFUL_STORE_ID. Not needed with a store-level token.
date_fromYesStart date, YYYY-MM-DD.
report_typesYesReports to include, e.g. ["sales_and_costs_summary", "profit", "total_paid_orders"].

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / $schema
      Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
  2. First observed

TDQS

A3.6/5.0
Behavior3/5

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

readOnlyHint=true already establishes this is a safe read. The description adds the 6-month window constraint, but says nothing about rate limits, pagination, or how the multiple report_types are combined in a response; with annotations covering the safety profile, this is an adequate but thin addition.

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 sentences, front-loaded with the payload content and followed by the endpoint. Every clause carries information; nothing is padded.

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 report tool with a fully documented schema and no output schema, the description covers what is retrieved and the period constraint. Return shape for the various report_types is left unspecified, but that is a minor gap given the schema's 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 the baseline is 3. The description only restates the 6-month period limit that date_to's schema description already gives, adding no format or semantics beyond the schema.

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 names the concrete data returned — sales, costs, profit and order-count reports — which is more informative than a bare 'get statistics'. It clearly distinguishes this reporting tool from siblings like printful_list_orders or printful_estimate_order_costs, though it never explicitly differentiates itself from them.

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?

It states one real usage constraint (period of at most 6 months) and implies the reporting context, but gives no when-to-use versus alternatives such as printful_estimate_order_costs or printful_list_orders, and no prerequisites about account- vs store-level tokens.

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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