ghl_payment_integration_provider_create

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

Beyond annotations, the description adds critical behavioral context: the endpoint requires a marketplace-app token and specifies the OAuth scope (payments/integration.write). It also indicates the underlying providers (Authorize.net, NMI). This is valuable information not present in annotations.

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?

The description is relatively concise and front-loaded with the purpose. However, it includes redundant phrasing (e.g., 'Use this endpoint') and technical details (endpoint, version) that could be streamlined.

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?

The description covers purpose and authentication, but it does not describe the expected response format or possible errors. Since there is no output schema, the agent lacks information about what the tool returns after creation.

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 input schema has 100% description coverage for all properties. The description does not add any additional parameter details beyond what the schema already provides, which meets the baseline expectation of 3.

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 clearly states the tool creates a white-label integration provider built on Authorize.net or NMI. It uses specific verbs and resources, but lacks explicit differentiation from sibling tools like ghl_payment_custom_provider_create or ghl_payment_integration_provider_list.

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 does not provide guidance on when to use this tool versus alternatives. There is no mention of when not to use it or which sibling tools to consider for different scenarios.

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