Get business trends
get_business_trendsRead aggregate trend and time-series metrics for a period.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| period | No | 30d |
get_business_trendsRead aggregate trend and time-series metrics for a period.
| Name | Required | Description | Default |
|---|---|---|---|
| period | No | 30d |
Changes observed during successful MCP inspections.
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
The annotations already provide readOnlyHint=true and openWorldHint=false, and the description's 'Read' is consistent with those. The description adds no further behavioral context such as data freshness, pagination, or availability, so it neither strongly enhances nor contradicts the annotation coverage.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is a single, front-loaded sentence with no filler. Every word contributes to the core meaning, and it avoids redundancy with the title aside from the essential 'trends' context.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
The tool is simple (one optional enum parameter) and the annotations cover safety, but there is no output schema and the description only vaguely promises 'aggregate trend and time-series metrics.' That is usable but not detailed enough to fully prepare an agent for the exact response shape or metric types.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
With 0% schema description coverage, the description should compensate for parameter meaning, but 'for a period' only restates the parameter name without adding detail about allowed values, default behavior, or how the period controls aggregation. The schema's enum/default already supplies most of the meaningful parameter information.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description names a specific verb and resource: 'Read aggregate trend and time-series metrics for a period.' It clearly indicates a read-only reporting tool and distinguishes itself from an overview or profile by the trend/time-series focus, though it does not explicitly contrast the sibling tools.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
No guidance is given about when to choose this tool over get_business_overview or get_shop_profile. The phrase 'for a period' only implies a time-bound context, but there are no explicit exclusions, prerequisites, or alternative routing.
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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