MCP for Amazon data: connecting an agent to the API
MCP for Amazon data: connecting an agent to the API
Setting up the remote MCP server in Claude Code, Cursor or ChatGPT, what the tools expose, how billing works through an agent, and what to put in the prompt.
Amazon's Official Selling Partner MCP: What It Covers and What It Does Not
Amazon now publishes an official MCP connector and twelve seller Skills. This post lists what they can read and change in your own account, how writes are gated, and which questions still need market data from somewhere else.
An E-commerce Data API for AI Agents: Six Things an Agent Needs That a Human Developer Does Not
A developer reads the documentation once and writes code. An agent decides what to call on every run, from whatever the tool list tells it. This post covers six things a data API has to provide for that to work, with examples from a live MCP server, and one default that trips agents up.
Remote MCP: Query Amazon Data From ChatGPT Without Pasting a Key
The browser OAuth path, for clients that cannot run a local installer. Client support matrix, a first prompt that verifies the connection without spending credits, and what revoking a connection actually does.
Querying Amazon Data in Claude Code Without Writing Code
Two integration paths, the first prompt you can copy, and how to confirm real data came back. No code, and no endpoint paths to memorize.
Why General-Purpose LLMs Get Amazon Data Wrong, and Three Limits That Remain After You Connect Real Data
A model inventing ASINs, prices, and sales figures is structural, not a glitch. Here is why — and the three boundaries that still apply once a real data API is wired in.