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Tillhub MCP by usefulapi

Sales per hour or day

tillhub_sales_aggregate
Read-only

Sales and revenue aggregated per hour or per day between two points in time. GET /api/v0/analytics/{account}/aggregates/sales.

Input Schema

NameRequiredDescriptionDefault
endYesEnd of the period. ISO 8601 date (2026-10-01) or date-time (2026-10-01T00:00:00Z).
startYesStart of the period. ISO 8601 date (2026-10-01) or date-time (2026-10-01T00:00:00Z).
precisionNoInterval size (default day).
next_queryNonext_query from the previous reply to get the following page. It already contains the filters, so the other arguments are ignored.
branch_numberNoBranch number (not the id).

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.9/5.0
Behavior2/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false, and openWorldHint=true, so the safety profile is covered. The description adds nothing behavioral beyond that: it does not mention pagination behavior, result caps, or that filters are carried inside next_query. It essentially restates what the annotations and schema already provide.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two short sentences, front-loaded with the operation and its cadence; nothing is padded. The trailing endpoint reference is mildly redundant but useful for API-oriented agents.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

There is no output schema, so the description should at least sketch what the aggregate response contains or how paging works. It never mentions the pagination contract implied by next_query or the branch scoping, leaving meaningful gaps for a reporting tool.

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 start, end, precision, next_query, and branch_number are all documented in the schema itself. The description adds no additional semantic detail (e.g. default precision behavior, whether next_query invalidates other args), so it earns the baseline 3 rather than more.

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+scope: sales and revenue aggregated per hour or per day over a time window. The API endpoint is included. However, with siblings like tillhub_revenue_sum and tillhub_transactions_report present, the description never explains how this aggregation differs from those, so differentiation is left to the agent.

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?

There is no guidance on when to use this tool versus tillhub_revenue_sum, tillhub_transactions_report, or tillhub_top_products, which all touch revenue. The description also omits any prerequisite or pagination flow context (e.g. that next_query yields the following page).

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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