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Labs64

Labs64/NetLicensing-MCP

netlicensing_list_products

Lists all products in your NetLicensing account, with support for optional server-side filtering by properties such as active status.

Instructions

List all products in the NetLicensing account.

Args: filter: Optional server-side filter expression (e.g. 'active=true')

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
filterNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior2/5

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

No annotations are present, so the description bears full responsibility for behavioral disclosure. It only states the basic operation without mentioning whether the action is idempotent, read-only, requires authentication, or if there are any side effects or limits like pagination.

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 extremely concise with two sentences and a one-line parameter breakdown. The main action is front-loaded, and every sentence adds value without superfluous text.

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?

The tool has a simple purpose and one optional parameter. The description, though brief, covers the essential functionality for a listing operation. With an output schema assumed present, return values need not be detailed. However, it could mention if pagination or limits apply, but this is not critical.

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?

The schema has 0% description coverage, but the description adds a meaningful explanation for the `filter` parameter: 'Optional server-side filter expression (e.g. 'active=true')'. This provides an example and clarifies its optional nature, adding value beyond the schema's type definition.

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 'List all products in the NetLicensing account', specifying the verb (list), resource (products), and scope (all). It is easily distinguishable from sibling tools like netlicensing_create_product or netlicensing_get_product by resource name.

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 (e.g., netlicensing_get_product for a single product, or netlicensing_create_product to create one). There are no when-to-use or when-not-to-use indications.

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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