Pangolinfo Amazon MCP

Amazon AI MCP is an MCP server that gives any AI agent live access to Amazon marketplace data through 19 ready-to-use tools. Instead of building scrapers or wiring up brittle APIs, developers connect their agent to a single streamable-HTTP endpoint and get structured Amazon intelligence on demand.

Key capabilities include product search and detail lookup (titles, prices, BSR, variations), Best Sellers Rank tracking across categories and niches, customer review mining with sentiment and themes, seller and brand competitive research, category-tree navigation for niche discovery, and keyword trend analysis showing what is rising on Amazon.

Every tool returns clean, agent-ready JSON, so an agent can recommend products, monitor competitors, spot niches, or automate sourcing decisions without human intervention. It is built for autonomous AI agents first — not a dashboard for humans.

The product is available as a hosted MCP endpoint and the server code is open source on GitHub. If you are shipping a shopping assistant, market-research bot, or e-commerce copilot, Amazon AI MCP is the data layer that keeps your agent grounded in real Amazon data.