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make_csv

Array of objects or arrays to a CSV file (UTF-8 with BOM, Excel-safe). (cost: 1 credit)

Input Schema

NameRequiredDescriptionDefault
rowsNoarray, required
filenameNostring

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.1/5.0
Behavior3/5

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

No annotations are supplied, so the description carries the full burden. It does disclose two useful behaviors (UTF-8 with BOM, Excel-safe) and a cost of 1 credit, but it omits what the tool actually returns (file path, URL, or attachment), where the file is written, and what happens when filename is omitted.

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?

A single front-loaded clause plus a parenthetical cost note – no waste. However, it is compressed to the point of being a fragment rather than a sentence, which slightly hurts readability.

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

Completeness2/5

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 must explain the return value and file destination, and it does neither. For a file-producing tool, the agent cannot tell whether it gets a path, a download URL, or inline content after calling it.

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 coverage is 100%, so the baseline is 3. The description adds the meaningful detail that rows may be an array of objects (implying header derivation), but this actually conflicts with the schema, which types rows as an array of strings or a bare string; filename is left entirely unexplained beyond its type.

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 the conversion (array data to a CSV file) and the output format, which distinguishes it from the make_xlsx, make_docx, and make_print_html siblings. The phrasing is telegraphic (no explicit verb such as 'Convert'), but the resource and result are unambiguous.

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 when-to-use guidance: it doesn't say to prefer make_xlsx for a spreadsheet, or make_print_html for printable output, nor when CSV is the right choice. No prerequisites or constraints are given.

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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