Skip to main content
Glama
KuudoAI

Amazon Selling Central MCP

by KuudoAI

ExternalFulfillmentInventory_batchInventory

Batch check inventory availability for external fulfillment with up to 10 requests per run, providing stock levels for outbound channels via Amazon SP-API.

Instructions

Catalog entry. Runs in your Kuudo deployment, not here. Make up to 10 inventory requests.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observedv1.0.0

TDQS

C2.5/5.0
Behavior2/5

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

With no annotations, the description carries the full burden of disclosing behavior. It does disclose that the tool runs in the Kuudo deployment and that it can make up to 10 inventory requests, which is useful. But it never says whether these are reads or writes, what side effects occur, how partial failures are handled, or what the response looks like.

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

Conciseness3/5

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

The description is short and not bloated, but 'Catalog entry.' is filler that does not earn its place. The useful information is buried after that opening phrase, so the structure is not as front-loaded as it should be.

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?

For a tool with no annotations, no output schema, and an open-ended input schema, this description is incomplete. It leaves the request semantics, expected payload, response format, and operational behavior largely unspecified, so an agent cannot confidently invoke it correctly.

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?

The input schema declares zero named properties but allows additional properties, so the actual payload is essentially undocumented. The description hints at a 'up to 10 requests' constraint but does not describe the shape, required fields, or batching structure of an inventory request. The zero-parameter baseline raises the score slightly, but the open additionalProperties schema shifts some burden back to the description.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a verb and resource: 'Make up to 10 inventory requests.' However, it does not explain what an inventory request is or how this tool relates to the many inventory-related siblings, and the opening phrase 'Catalog entry' adds no operational clarity. It is clearer than a tautology but remains vague about the tool's exact role.

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, no exclusions, and no reference to sibling tools. 'Runs in your Kuudo deployment, not here' is a deployment-location clue, not a usage condition. An agent gets little help deciding between this and other inventory/catalog tools.

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

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/KuudoAI/amazon-selling-partner-mcp'

If you have feedback or need assistance with the MCP directory API, please join our Discord server