Skip to main content
Glama
northfieldzz

Python MCP Server Blueprint

by northfieldzz

calculate_square

Computes the square of an integer, returning the squared value for mathematical calculations and data processing.

Instructions

与えられた数値の2乗を計算する。

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
xYes2乗する整数値

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
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 states only the core operation without discussing side effects, return format, or edge cases. For a pure integer square function, the behavior is essentially fully described, and an output schema exists, but no additional behavioral context is added.

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

Conciseness5/5

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

The description is a single, clear sentence that immediately conveys the tool's purpose with no unnecessary words or redundancy.

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

Completeness5/5

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

Given the tool's simplicity (one parameter, output schema present), the description and schema together provide all essential information. No additional context is needed.

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?

The input schema already fully describes the parameter 'x' with a clear description ('integer value to square'). The tool description adds no further details about the parameter, so it relies on the schema's 100% coverage.

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 clearly states the operation 'calculate the square of the given number' with a specific verb and resource, and it differentiates itself from the sibling tool 'greet_user' by being a mathematical operation.

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 guidance is provided on when to use this tool versus alternatives. There is no mention of context, prerequisites, or exclusions. The only sibling tool is unrelated, but the description does not offer any usage direction.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/northfieldzz/python_mcp_server_blueprint'

If you have feedback or need assistance with the MCP directory API, please join our Discord server