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NuGet Package Intelligence — .NET Package Health (AI)

nuget_package_intelligence
Read-only

Analyze NuGet packages for downloads, version history, and maintenance. Analyze NuGet packages for downloads, version history, and maintenance. Ensure dependency safety with AI risk insights.

Input Schema

NameRequiredDescriptionDefault
inputNoInput for NuGet Package Intelligence — .NET Package Health (AI). See https://apify.com/noniner/nuget-package-intelligence.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

C2.9/5.0
Behavior3/5

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

The annotations already declare readOnlyHint=true and openWorldHint=true, so the safety profile is largely covered. The description adds that the tool produces 'AI risk insights' for dependency safety, but it does not disclose limits, data freshness, rate behavior, or what the analysis returns beyond that phrase.

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

Conciseness2/5

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

The first sentence is duplicated verbatim, which is wasted space in an already short description. The useful information is front-loaded, but the repetition undermines structure and efficiency.

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

Completeness3/5

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

For a single-input, no-output-schema analysis tool with read-only and open-world annotations, the description conveys the broad purpose and risk-insight angle. However, it does not explain how to invoke it meaningfully or what the input object should contain, relying entirely on the external Apify link.

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?

There is one input object and schema coverage is reported as 100%, but the schema description only points to an external URL and gives no internal parameter meaning. The description likewise adds no detail about what to put in the input object, leaving the schema baseline of 3 appropriate.

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 a specific verb and resource: analyzing NuGet packages for downloads, version history, and maintenance. The NuGet-specific resource distinguishes it from sibling package-intelligence tools like npm_package_intelligence and pypi_package_intelligence, though the description does not explicitly name those alternatives.

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 on when to use this tool instead of the many other package-intelligence siblings. It also gives no prerequisites, input expectations, or conditions under which the AI risk insights are appropriate.

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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