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calculate_freelancer_tax

Complete freelancer tax: SE tax, QBI deduction, federal + state income tax. Returns quarterly payment. Uses latest CDN data.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
stateNoUS state abbreviation (e.g. CA, NY, TX)
grossIncomeYesGross freelance income
filingStatusNoTax filing statussingle
businessExpensesNoDeductible expenses

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.8/5.0
Behavior4/5

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

No annotations are present, so the description takes on the full behavioral burden. It discloses that the tool returns a quarterly payment figure and that it uses 'latest CDN data,' which adds a data-freshness trait beyond the schema. It does not discuss assumptions or limitations, but for a non-mutating calculator the disclosed behavior is reasonably informative.

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?

The description is short and front-loaded: it states what the tool calculates, then the output, then the data source. Every piece adds some value, though the phrase 'CDN data' is vague enough that it slightly weakens the polish and prevents a 5.

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?

Given that there is no output schema, the description should explain return behavior more fully, and it only says 'Returns quarterly payment.' It also leaves the tax year, output breakdown, and how optional inputs affect the state-tax portion implicit. For a tax calculator of this complexity, the description is minimally adequate but not complete on its own.

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 lists tax components but does not add field-level meaning beyond the schema, such as how businessExpenses interact with grossIncome or whether state is required for state tax calculation. The schema already carries the parameter documentation reasonably well.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description opens with 'Complete freelancer tax' and enumerates SE tax, QBI deduction, and federal/state income tax, clearly identifying both the operation and its scope. Saying 'Returns quarterly payment' gives the caller the result type, which also helps distinguish this tool from narrower siblings like calculate_se_tax or calculate_quarterly_tax.

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 is implied that this is the comprehensive freelancer tax calculator, but the description never explicitly says when to use it over siblings like calculate_se_tax, calculate_quarterly_tax, or calculate_1099k_tax. The agent must infer the boundary from the word 'complete' and the tool name rather than being told the decision rule.

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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