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Labs64

Labs64/NetLicensing-MCP

netlicensing_list_transactions

List all transactions in your NetLicensing account, with optional filtering by status or other criteria to narrow results.

Instructions

List all transactions in the account.

Args: filter: Optional server-side filter expression (e.g. 'status=CLOSED')

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 provided, so the description must fully disclose behavioral traits. It implies a read-only operation (list) but lacks details on authentication, rate limits, pagination, or potential side effects. This is insufficient for a tool with zero annotation coverage.

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 a front-loaded purpose sentence followed by a clean parameter explanation. Every word serves a purpose; no wasted text.

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?

Given the presence of an output schema, return value details are not needed. However, for a list tool, missing information about pagination, ordering, or result limits reduces completeness. It's adequate but not thorough.

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?

Schema description coverage is 0%, but the description adds meaning to the single parameter 'filter' by explaining it as an optional server-side filter expression and providing an example. This goes beyond the schema's raw type and default.

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 transactions in the account.' The verb 'List' and resource 'transactions' are specific, and the scope 'in the account' distinguishes it from tools like 'get_transaction' or 'create_transaction'.

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. There is no mention of prerequisites, use cases, or when not to use it. The optional filter parameter is noted but not in the context of choice.

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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