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sakshsiw

Amazon SP-API MCP Server

by sakshsiw

explore-sp-api-catalog

Browse Amazon SP-API categories and endpoints, or retrieve specific endpoint parameters. Use it to find the API details needed for your selling partner integration.

Instructions

Get information about SP-API endpoints and parameters

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
refNoExtract specific nested object using dot notation (e.g., 'Order.ShippingAddress')
depthNoControl nested object expansion depth. When NOT specified, defaults to 'full' (complete expansion). REQUIRED: Must be either a number (0, 1, 2, 3, etc.) for specific depth levels, or the string 'full' for complete expansion. Invalid values like null, undefined, or empty strings will cause errors. IMPORTANT: Omit this parameter entirely for full expansion - do NOT pass null or undefined.full
categoryNoCategory to explore
endpointNoSpecific endpoint to get details for
listEndpointsNoList all available endpoints
listCategoriesNoList all available categories

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

C2.9/5.0
Behavior2/5

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

No annotations are provided, so the description carries the full behavioral burden. It only says 'Get information' and discloses nothing about read-only safety, response format, limits, or how the listEndpoints/listCategories flags interact with category/endpoint.

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?

A single, front-loaded sentence with no filler. It is efficient, though arguably under-specified rather than optimally sized for a six-parameter tool.

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?

With six parameters, no annotations, and no output schema, the agent needs more than 'Get information about SP-API endpoints and parameters.' The description leaves the catalog-browsing workflow (how to list categories/endpoints, what the ref/depth options apply to) entirely to the schema.

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 100%, so the schema already documents all six parameters (including dot-notation ref, depth semantics, and category/endpoint). The description adds no parameter meaning beyond that, so the baseline of 3 applies.

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?

States a clear verb-and-resource: retrieve information about SP-API endpoints and parameters. It implicitly contrasts with the execute-* siblings (exploration vs execution), though it never names them or explicitly draws that line.

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?

No when-to-use, when-not-to-use, or alternative-tool guidance. The description does not tell the agent whether this should be called before execute-sp-api, or how it relates to execute-external-api.

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