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KashFlow MCP by usefulapi

Get profit and loss

kashflow_get_profit_and_loss
Read-only

The profit and loss report for a date range: turnover, cost of sales, gross profit, expenses and net profit, with the lines of each section. SOAP GetProfitAndLoss.

Input Schema

NameRequiredDescriptionDefault
end_dateYesEnd of the period, yyyy-mm-dd.
start_dateYesStart of the period, yyyy-mm-dd.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.5/5.0
Behavior3/5

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

The annotations already declare readOnlyHint=true, openWorldHint=true, and destructiveHint=false, so the safety profile is covered. The description adds useful context about the report's contents and the fact it returns the lines of each section, but it does not add behavioral details like data freshness, permissions, or pagination. This is a modest value-add beyond structured fields.

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 sentences, front-loaded with the resource and scope. The trailing 'SOAP GetProfitAndLoss' is a small implementation detail rather than agent-facing guidance, but it is brief and does not bloat the definition.

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?

With no output schema, the description compensates by listing the report's sections and noting that each section's lines are included, giving the agent a reasonable expectation of the return shape. Inputs are fully documented by the schema, and annotations cover safety; only exact response field formats remain unspecified, which is a minor gap.

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%, and the schema itself documents both parameters with yyyy-mm-dd format. The description only restates that the report is for a 'date range' and adds no syntax, boundary, or interpretation details beyond the schema. Baseline 3 is appropriate when the schema carries parameter semantics.

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 a specific verb-resource pair (profit and loss report) and enumerates the report's sections (turnover, cost of sales, gross profit, expenses, net profit), which clearly distinguishes it from a generic 'get report'. It does not explicitly contrast itself with sibling financial reports such as get_balance_sheet or get_trial_balance, so an agent must infer the difference from the section list.

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?

Usage is implied by the phrase 'for a date range' and the required start_date/end_date parameters, but the description offers no explicit guidance on when to choose this report versus get_balance_sheet, get_trial_balance, or get_kpis. No exclusions or prerequisites are stated.

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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