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Labs64

Labs64/NetLicensing-MCP

netlicensing_get_licensee

Retrieve a specific licensee's information by providing their unique licensee number.

Instructions

Get a specific licensee (customer).

Args: licensee_number: Licensee identifier (e.g. 'I001')

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
licensee_numberYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior2/5

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

No annotations provided, and the description only says 'Get'. Does not disclose read-only nature, error behavior on missing licensee, or any authentication requirements.

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?

Extremely concise with only two sentences, no redundant information. Front-loads the main purpose.

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?

Output schema exists, so return values are covered. However, description lacks mention of error cases or additional context about the licensee data retrieved.

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?

Adds meaning beyond schema by labeling licensee_number as 'Licensee identifier' and providing example 'I001', which is helpful despite 0% schema description coverage.

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?

Clearly states 'Get a specific licensee (customer)' which is a specific verb+resource. Distinguishes from list tools but not from other get tools for different resources.

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 on when to use this tool versus alternatives like netlicensing_list_licensees or other get tools. Context of use is not provided.

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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