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get_cash_flow

Get income, expenses, and net cash flow for a period with configurable granularity (monthly/biweekly/weekly). Returns period-by-period breakdown plus totals with savings rate.

Input Schema

NameRequiredDescriptionDefault
endDateYesPeriod end date (ISO 8601). Required.
accountIdNoFilter by specific account ID
startDateYesPeriod start date (ISO 8601). Required.
categoryIdsNoFilter by category IDs
granularityNoTime granularity. Default: monthly

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.2/5.0
Behavior3/5

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

No annotations are provided, so the description carries the full burden. It usefully discloses the return shape (period-by-period breakdown, totals, savings rate), which is real value given there is no output schema. However, it says nothing about read-only safety, permissions, or rate limits for what is evidently a read query.

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 tight sentences with the resource and scope front-loaded and zero filler. Could be slightly tighter by folding the parenthetical enum restatement, but nothing is wasted.

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 annotations and no output schema, the description compensates by describing the return contents (breakdown, totals, savings rate), which is the key missing structured info. It is complete enough to call the tool correctly, with the usage-guidance gap the main shortfall.

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 all five parameters are already documented. The description restates the granularity options (monthly/biweekly/weekly) which are already in the enum, and adds no syntax or semantics beyond the schema. Baseline 3 applies.

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?

Clear verb+resource: 'Get income, expenses, and net cash flow for a period' with configurable granularity. Distinguishes itself by aggregating income + expenses + net flow, but does not name any sibling such as get_expenses_for_period or get_spending_by_categories, so an agent must infer the boundary.

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?

The description implies a per-period reporting use case but gives no explicit when-to-use, when-not-to-use, or alternatives. With siblings like get_expenses_for_period and get_spending_by_categories in the same family, the agent gets no routing guidance.

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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