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islobodan

Crucher MCP

median

Read-onlyIdempotent

Compute the median of a list of numbers to determine the central value of a dataset.

Instructions

Median of numbers.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
numbersYes
timeoutNoCustom timeout in ms (100-60000, default: 3000)
Behavior2/5

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

Annotations already declare readOnlyHint, destructiveHint, idempotentHint. Description adds no behavioral context (e.g., handling of even counts, empty arrays, or return format).

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Very concise (3 words), but lacks structure and detail. It is front-loaded but insufficiently informative. Could be improved without adding verbosity.

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

Completeness1/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given 2 parameters including a timeout, and no output schema, the description is critically incomplete. Misses details on return format, error handling, and usage constraints. The tool's complexity demands more than a three-word phrase.

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

Parameters2/5

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

Two parameters exist: numbers (required) and timeout (optional with schema description). Description does not mention parameters or clarify their roles beyond what schema provides. Schema coverage is 50%, but description fails to compensate.

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?

Description 'Median of numbers.' clearly states the verb (compute) and resource (numbers), but lacks distinction from sibling tools like avg, std_dev, median is specific but not elaborated.

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?

No usage guidance provided. Does not specify when to use median vs. other statistical functions like avg or variance, nor any prerequisites or edge cases.

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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