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ailumia

Amazon SP-API MCP

by ailumia

Invoke an Amazon SP-API operation

invoke_operation
Destructive

Execute Amazon SP-API operations with stable account selection. Preview via dry-run; confirm required for writes. Supports multiple accounts.

Instructions

Execute an operation using a stable account name. Multiple-account configurations require accountName. Writes require confirm=true unless dryRun=true.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
bodyNo
pathNo
queryNo
dryRunNo
confirmNo
headersNo
accountNameNoStable configured account name; optional only when one account is configured
operationIdYes
Behavior4/5

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

Annotations already indicate destructive=true, but the description adds valuable context about the confirm and dryRun mechanism, which is not in the annotations. It also clarifies the accountName requirement, enhancing transparency about when the tool can be safely invoked. No contradictions with annotations.

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 two sentences long, front-loaded with the primary purpose, and every sentence adds value. It avoids redundancy with the schema and annotations, making it concise and well-structured.

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?

For a complex tool with 8 parameters, nested objects, and no output schema, the description is adequate but has gaps. It gives key invocation rules but does not explain how to obtain operationId, construct body/path/query, or handle errors. The sibling tools may help fill these gaps, but the description itself is not fully complete.

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 description coverage is only 13%, so the description must compensate. It explains accountName ('stable configured account name; optional only when one account is configured') and the semantics of confirm and dryRun. However, it leaves operationId, body, path, query, headers, and other parameters undocumented, leaving significant room for misinterpretation.

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 the tool's function: 'Execute an operation using a stable account name.' This is a specific verb+resource combination that differentiates it from sibling tools like list_accounts, discover_operations, and describe_operation. The title 'Invoke an Amazon SP-API operation' reinforces the purpose without ambiguity.

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

Usage Guidelines4/5

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

The description provides clear conditions: 'Multiple-account configurations require accountName' and 'Writes require confirm=true unless dryRun=true.' These give explicit prerequisites for using the tool correctly. However, it does not explicitly mention when not to use this tool or name alternative tools for similar scenarios, so it stops short of a 5.

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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