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ambaloo

invoiceninja-mcp

by ambaloo

list_clients

Retrieve a list of clients with pagination and optional search by name or email.

Instructions

List all clients with optional search filter

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
per_pageNoResults per page
pageNoPage number
filterNoSearch filter (name, email, etc.)
Behavior2/5

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

Without annotations, the description carries the full burden. It does not mention pagination behavior, rate limits, mutability, or any side effects, despite the schema indicating pagination parameters. The behavioral impact of the 'filter' parameter is also unclear.

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

Conciseness4/5

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

The description is a single concise sentence, which is efficient. However, it is too brief to cover necessary context, slightly reducing its effectiveness.

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

Completeness2/5

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

Given the tool has 3 parameters, no output schema, and no annotations, the description is insufficient. It fails to mention return format, sorting, or pagination details, leaving the agent without critical information for effective use.

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?

Schema coverage is 100%, so the descriptions in the input schema already detail each parameter. The tool description adds no additional meaning beyond stating the filter is optional. Baseline 3 is appropriate as the description does not degrade but also does not enhance.

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 clearly states the action (List) and resource (clients) with an optional search filter. It is specific enough to distinguish from tools like create_client or delete_client, but does not explicitly differentiate from search_clients, which could cause confusion.

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 versus alternatives like search_clients. The description lacks any context about preferred use cases or exclusions.

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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