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Convert between JSON and CSV

json_csv_convert

Convert between JSON rows and CSV. json_to_csv takes columns and rows, up to 5000 flat objects, and stores result.csv; csv_to_json takes data, the CSV text, and stores result.json. delimiter is a comma, a semicolon or a tab. spreadsheet_safe guards cells a spreadsheet would run as formulas. The result is stored for 24 hours and the answer has its storage_id and storage_url. No API key, no account and no sign up: call it directly.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataNocsv_to_json only.
rowsNojson_to_csv only.
columnsNojson_to_csv only.
delimiterNo
directionYes
spreadsheet_safeNojson_to_csv only.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A4.3/5.0
Behavior4/5

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

Goes beyond the annotations (readOnlyHint=false, destructiveHint=false) by disclosing the 5000-flat-object cap, the 24-hour result retention, that the response carries storage_id and storage_url, and crucially that no API key or account is needed. These are real operational facts an agent must plan around; only error/failure behavior is left unstated.

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 dense paragraph that is front-loaded with the core purpose before mode details, limits, and storage behavior. Nearly every clause carries information, though the delimiter enumeration duplicates the schema enum and could be trimmed.

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 correctly compensates by describing the return payload (storage_id, storage_url) and retention window. It covers inputs, limits, delimiter options, and auth posture for a 6-parameter tool, leaving only edge-case/error behavior unspecified.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

With schema coverage at 67%, the description usefully clarifies parameter roles the schema only tags as 'json_to_csv only' or 'csv_to_json only', and explains spreadsheet_safe beyond the schema as guarding cells a spreadsheet would execute as formulas. The delimiter enumeration (comma/semicolon/tab) merely restates the enum, keeping it short of a 5.

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?

States a specific verb and resource ('Convert between JSON rows and CSV') and enumerates both operating modes with the inputs each consumes (json_to_csv takes columns and rows; csv_to_json takes data). An agent can immediately tell what the tool does and which direction to pick, with no sibling in the list (convert_timestamp, encode_data) overlapping this function.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description effectively routes the agent by mapping each direction to its required input ('json_to_csv takes columns and rows', 'csv_to_json takes data, the CSV text'), so the choice is unambiguous. It lacks explicit exclusions or a stated 'use X instead' comparison, but for a self-contained converter that is a minor gap.

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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