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Amazon SP-API MCP

by ailumia

Discover Amazon SP-API operations

discover_operations
Read-onlyIdempotent

Search the Amazon SP-API registry to find operations by query, version, domain, or access level. Identify available API operations before describing or invoking them.

Instructions

Search the version-aware Amazon SP-API registry. Use this before describe_operation or invoke_operation.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
queryNo
accessNo
domainNo
versionNo
includeDeprecatedNo
Behavior3/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, covering safety. The description adds that it is 'version-aware' and part of a registry search, but doesn't disclose any additional behaviors like result format or pagination. With no output schema, more detail would be beneficial, but the description is consistent 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?

Two concise sentences: the first states the purpose, the second gives usage guidance. No unnecessary words or repetition of schema information.

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?

Despite 6 parameters and no output schema, the description only provides a brief purpose and usage order. It doesn't explain search behavior, parameter meanings, or return values. This is insufficient for the tool's complexity and leaves agents guessing.

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

Parameters2/5

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

Schema description coverage is 0% and the description mentions none of the six parameters (limit, query, access, domain, version, includeDeprecated). The agent must rely solely on parameter names and types, which is insufficient for a search tool with these filters. The description's 'version-aware' hint only tangentially relates to the version parameter.

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 searches the version-aware Amazon SP-API registry, using the verb 'search' and specifying the resource. It also distinguishes itself by instructing to use it before describe_operation or invoke_operation, differentiating it from sibling tools.

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 explicitly says 'Use this before describe_operation or invoke_operation', providing a clear usage sequence. It doesn't mention when not to use it or alternative tools beyond that, but it does give direct contextual guidance for ordering.

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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