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osint-terminal

Pypiproject

pypiproject

PyPI Project: PyPI version/license/links

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
qNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.6/5.0
Behavior2/5

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

There are no annotations, so the description carries the full burden of behavioral disclosure. It reveals only that it relates to PyPI version, license, and links, but it does not state that it performs a lookup, what source it queries, whether it returns the latest version, or what happens when q is empty. The behavioral profile is minimal and mostly inferred.

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?

The description is concise and front-loads the core resource name before the colon, but it is more of a label fragment than a complete explanation. It earns some credit for brevity while leaving important semantic gaps unfilled.

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?

The existence of an output schema makes it acceptable that the description does not fully document return values, but the description still leaves usage conditions and parameter interpretation undocumented. For a single-parameter tool with no annotations and no usage guidance, the description is not complete enough to guide correct invocation.

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?

The schema defines only one 'q' parameter with zero description coverage, so the tool description must compensate. The word 'Project' in the description implies that 'q' identifies the project/package name, but that mapping is implied rather than stated, and there is no guidance about accepted formats or the effect of the empty default.

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 states the resource ('PyPI Project') and identifies the returned content ('version/license/links'), so an agent can tell that this tool provides core project metadata for PyPI packages. However, it is a noun phrase rather than an imperative verb phrase, and it does not explicitly distinguish itself from the sibling tools 'pypi' or 'pypistats'.

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 guidance about when to use this tool instead of sibling tools like 'pypi' or 'pypistats', no prerequisites, and no mention of what kind of input is expected. The usage context must be entirely inferred from naming and the single parameter.

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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