get_report_queries_ad_user_licenses

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

No annotations are present, so the description carries the full behavioral burden. It establishes a read-only GET operation via 'Retrieve' and the endpoint, and vaguely mentions filters and pagination, but it says nothing about required authentication, what data is returned, pagination semantics, or error behavior.

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

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

Two short sentences with the purpose front-loaded. Slightly awkward phrasing ('licenses Calls') and the second sentence is generic boilerplate, but there is no wasted content.

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

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

An output schema exists, so return values are covered, but an agent still cannot invoke this tool correctly. It is not told which route IDs are valid, what filters/pagination options exist, which headers are required, or whether any path parameters are mandatory. Among dozens of similar report-query tools, this description is too generic to be complete.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The schema has 0% description coverage, so the description must compensate, but it only re-states the obvious: path_params holds route IDs, query holds filters/pagination, headers holds required headers. These are essentially the dictionary definitions of the parameter names, not useful semantics for actually invoking this endpoint. The body parameter is not mentioned at all.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Does the description clearly state what the tool does and how it differs from similar tools?

The description opens with 'Retrieve ad user licenses' and names the exact endpoint, making the verb-resource pairing clear. It does not explicitly compare itself to any sibling, but the resource is specific enough to distinguish it from most of the many report-query tools.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides no guidance on when to choose this tool over alternatives. It gives a generic 'how to fill the request' instruction but no context about use cases, preconditions, or what makes this endpoint different from siblings like get_report_queries_ad_roles or get_report_queries_azure_licenses.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.