Amazon Data MCP

Amazon Data MCP is a Model Context Protocol (MCP) server that lets your AI pull live Amazon (plus WIPO and PACER) data programmatically—no scraping, manual API calls, or extra installs. After a one-line configuration, your MCP-compatible AI can query structured product and marketplace information through standard tool-calling.

The server exposes 19 Amazon data tools through a single endpoint using streamable HTTP and bearer-token authentication. You can retrieve product listings, customer review data, Best Sellers Rank information, seller profiles, category hierarchies, and support keyword search and trend-style queries in JSON format that’s ready for agent reasoning.

To speed up setup, it includes preset workflows: drop in a prompt and run a pipeline. Examples cover a single-ASIN 360° audit, a blue-ocean keyword scan, a trademark infringement check that chains WIPO + PACER, AI traffic entry analysis for keywords, a full seller catalog from a seller ID, and offline store coverage using POI data.

It’s intended for teams building systems that need reliable, frequent, multi-dimensional Amazon data access from AI agents. Access is remote only, and you’ll need an API key; there is free testing and billing is per call, with no charge for failures (“pay as you go”). A “no install” setup is available, since the MCP runs as a server.

What is the Amazon Data MCP?

It’s an MCP server that provides live Amazon marketplace data to your AI via tool calls. It also includes WIPO and PACER data tools for trademark and litigation lookup workflows.

How do I connect to the server?

Configure the MCP client with the server URL (mcp.pangolinfo.com/mcp) and authenticate using a bearer token in the header. Install is not required because it’s remote only.

What kinds of data can my AI query?

You can query product listings, customer reviews, Best Sellers Rank data, seller profiles, category hierarchies, and keyword-related demand/competition style insights. Responses are returned as structured JSON for agent consumption.

What preset workflows are available?

You can run ready-made pipelines such as Single-ASIN 360° Audit, Blue-Ocean Keyword Scan, Trademark Infringement Check (WIPO+PACER), AI Traffic Entry Analysis, Full Seller Catalog, and Offline Store Coverage.

What does free testing and per-call billing mean?

There’s free testing available, and billing is per call (“pay as you go”). Failures are not charged, so you only pay when calls succeed.

Which MCP-compatible AI tools can use it?

Any MCP-compatible AI client can connect, since the integration is done through the MCP tool-calling interface rather than a custom client-specific integration.