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AMZScout Skill + MCP - bringing real Amazon research data into Claude, ChatGPT, Cursor, OpenClaw and other MCP clients

0 starsOthers Updated Aug 6, 2026
ai-agentamazonamazon-fbaamazon-sellerchatgptclaudecrewaicursorecommercemcpmcp-servermodel-context-protocolopenclawproduct-researchamazon-researchcompetitive-analysiskeyword-researchmarket-researchamazon-ppcamazon-product-research

Documentation

Official AMZScout Skill + MCP for AI

AMZScout Skill + MCP
License
MCP Compatible
Hosted Service
AI Ready
Amazon Research

Connect your AI to real Amazon marketplace data with the official AMZScout Skill + MCP.

Get your API key here: https://learn.amzscout.net/amazon-product-api-for-ai-agents

Connection

This is a remote (hosted) MCP server — Streamable HTTP transport. Point your MCP client at the endpoint below; there is nothing to install.

  • MCP endpoint (Streamable HTTP): `https://chatbot.amzscout.net/mcp`
  • Transport: `streamable-http` (a legacy SSE endpoint is also available at `https://chatbot.amzscout.net/mcp/sse`)
  • Authentication: send your AMZScout API key as the `Authorization: Bearer ` header (or `?key=` in the URL). Get a key at https://learn.amzscout.net/amazon-product-api-for-ai-agents
json
{
  "mcpServers": {
    "amzscout": {
      "type": "streamable-http",
      "url": "https://chatbot.amzscout.net/mcp",
      "headers": { "Authorization": "Bearer YOUR_AMZSCOUT_API_KEY" }
    }
  }
}

Unlike a traditional MCP server that simply exposes APIs, AMZScout combines live marketplace data with proprietary analytical algorithms developed specifically for Amazon research. Instead of returning raw marketplace data, it delivers structured marketplace intelligence that AI assistants can immediately use to answer Amazon-related questions more accurately.

Whether you're validating product ideas, researching competitors, discovering keywords, optimizing listings, or building PPC campaigns, AMZScout helps your AI make data-driven decisions based on real Amazon marketplace data - not assumptions.

> [!IMPORTANT]

> AMZScout provides AI-powered marketplace analysis based on Amazon marketplace data. AI-generated responses are intended for informational purposes only. Please review the Disclaimer section below for important legal information.


Table of Contents


Features

  • 📊 Real Amazon marketplace data
  • 🔍 Product opportunity discovery
  • 📈 Niche validation
  • 🏆 Competitor analysis
  • 🔑 Keyword research
  • ✍️ Listing optimization
  • 🎯 PPC strategy generation
  • 💰 Sales estimates
  • 📉 Historical marketplace trends
  • 💵 Pricing analysis
  • 🤖 AI-ready structured responses
  • 🧠 Marketplace intelligence powered by AMZScout
  • ⚡ Fast responses optimized for AI workflows

Supported AI Clients

Officially supported AI clients:

  • Claude
  • ChatGPT (Plus and higher)
  • Cursor
  • CrewAI
  • OpenClaw

> Other MCP-compatible AI clients are also supported.


Supported Amazon Marketplaces

AMZScout provides marketplace data across all major Amazon marketplaces:

  • 🇺🇸 United States
  • 🇨🇦 Canada
  • 🇲🇽 Mexico
  • 🇧🇷 Brazil
  • 🇬🇧 United Kingdom
  • 🇩🇪 Germany
  • 🇫🇷 France
  • 🇮🇹 Italy
  • 🇪🇸 Spain
  • 🇦🇺 Australia
  • 🇯🇵 Japan
  • 🇮🇳 India
  • 🇦🇪 United Arab Emirates
  • 🇸🇦 Saudi Arabia

Supported Capabilities

CapabilitySupported
Product Research
Product Discovery
Niche Validation
Competitor Analysis
Keyword Research
Listing Optimization
PPC Strategy
Sales Estimates
Pricing Analysis
Historical Marketplace Trends
AI-ready Structured Responses

Available Tools

Full documentation for every tool is available in `/tools`.

Core Assistant

ToolDescription
`amzscout-agent`All-in-one natural-language Amazon research assistant that automatically selects the appropriate research workflow.

Product Research

ToolDescription
`amzscout_analyze_product`Retrieve complete marketplace data and insights for a single ASIN.
`amzscout_compare_products`Compare 2–5 Amazon products side by side.
`amzscout_analyze_product_set`Analyze and aggregate metrics across 2–100 ASINs.
`amzscout_search_products`Search Amazon products by keyword using marketplace data.
`amzscout_find_by_brand`Retrieve products published under a specific Amazon brand.

Market & Niche Research

ToolDescription
`amzscout_analyze_niche`Analyze demand, competition, pricing, and market health for a niche.
`amzscout_compare_niches`Compare multiple Amazon niches side by side.

Keywords & SEO

ToolDescription
`amzscout_get_keywords`Discover SEO and PPC keywords with marketplace metrics.

Knowledge & Utilities

ToolDescription
`amzscout_search_knowledge`Search the AMZScout knowledge base.
`amzscout_recommend_tool`Recommend the most appropriate AMZScout tool for a specific use case.
`amzscout_usage`View your remaining token balance and usage statistics.

Use Cases

AMZScout Skill + MCP helps AI agents perform real Amazon marketplace research across every stage of the selling journey.

Use CaseDescription
🔍 Product DiscoveryFind promising product opportunities using real marketplace data.
📊 Niche ValidationEvaluate demand, competition, pricing, and seasonality before launching.
🏆 Competitor ResearchAnalyze competing products, identify strengths and weaknesses, and benchmark performance.
🔑 Keyword ResearchDiscover high-value keywords, search intent, and long-tail opportunities.
✍️ Listing OptimizationImprove titles, bullet points, descriptions, and keyword coverage.
📈 PPC PlanningBuild launch and optimization strategies using keyword and competitor data.
💰 Pricing AnalysisCompare prices, estimate sales potential, and identify pricing opportunities.
📉 Market IntelligenceAnalyze historical trends, emerging niches, and marketplace dynamics.

How It Works

Most MCP servers simply expose APIs and return raw marketplace data.

AMZScout adds an intelligence layer between Amazon marketplace data and your AI assistant.

AMZScout MCP data includes comprehensive Amazon product metrics, including estimated sales, revenue, pricing, profitability, listing quality, and competition-related data such as the number of sellers, seller types (FBA/FBM/Amazon), seller countries, and review counts.

It also includes up to two years of historical price, sales, and revenue data, along with keyword metrics such as monthly search volume, cpc, and organic keyword rankings.

Traditional MCP

text
AI Agent
      │
      ▼
 MCP Server
      │
      ▼
 Amazon Marketplace Data

The AI receives raw marketplace data and must interpret everything independently.

AMZScout Skill + MCP

text
AI Agent
      │
      ▼
 AMZScout Skill
      │
      ▼
 AMZScout MCP
      │
      ▼
 Amazon Marketplace Data

Before marketplace data reaches the AI, the built-in AMZScout Skill evaluates marketplace signals using proprietary analytical algorithms.

Instead of raw data, your AI receives structured marketplace intelligence, including:

  • Product insights
  • Market validation
  • Competitor analysis
  • Keyword opportunities
  • Pricing insights
  • PPC insights
  • Actionable business guidance

Prompt Library

These prompts work in ChatGPT, Claude, Cursor, CrewAI, OpenClaw, and other MCP-compatible AI clients.

Product Research

  • Find profitable Amazon product opportunities with low competition.
  • Suggest products under $40 that are lightweight and easy to source.
  • Compare these product ideas and recommend the best one to launch.
  • Find products with increasing demand and low competition.

Niche Validation

  • Validate this Amazon niche.
  • Is this niche saturated?
  • Analyze historical demand and seasonality.
  • Estimate the difficulty of entering this market.

Competitor Analysis

  • Analyze ASIN B0XXXXXXXX.
  • Compare this product against its top competitors.
  • Identify competitor strengths and weaknesses.
  • Find similar products with higher estimated sales.

Keyword Research

  • Find the best keywords for this product.
  • Group keywords by search intent.
  • Suggest long-tail keyword opportunities.
  • Build a keyword strategy for a new listing.

Listing Optimization

  • Review my Amazon listing.
  • Improve my product title.
  • Rewrite my bullet points.
  • Suggest missing keywords.
  • Optimize this listing for search visibility.

PPC Strategy

  • Build a launch PPC strategy.
  • Recommend campaign structure.
  • Suggest keyword bidding priorities.
  • Find ASINs for product targeting campaigns.

Pricing & Profitability

  • Estimate monthly sales.
  • Analyze pricing trends over the past two years.
  • Compare pricing with competitors.
  • Estimate revenue potential.

Market Intelligence

  • Show historical sales trends.
  • Compare the US and UK marketplaces.
  • Find fast-growing Amazon niches.
  • Identify emerging product opportunities.

Quick Start

Getting an API Key

Visit:

https://learn.amzscout.net/amazon-product-api-for-ai-agents

Choose the token plan that best fits your needs:

PlanPriceIn-depth Research SessionsUsage PeriodRecommended for
1M Tokens$39100+30 daysGetting started and light usage
5M Tokens~~$195~~ $99500+30 daysRegular AI workflows
20M Tokens~~$780~~ $1992,000+30 daysHigh-volume usage and AI agents

After completing your purchase, you'll receive an email containing:

  • Your personal API Key
  • Installation instructions for all supported AI clients

Use your API Key to connect AMZScout Skill + MCP to your preferred AI client and start researching Amazon with real Amazon marketplace data.


Installation Guides

AI ClientInstallation Guide
ChatGPThttps://learn.amzscout.net/how-to-install-skill-to-chatgpt
Claudehttps://learn.amzscout.net/how-to-install-skill-to-claude
Cursorhttps://learn.amzscout.net/how-to-install-skill-to-cursor
CrewAIhttps://learn.amzscout.net/how-to-install-skill-to-crewai

MCP Server

Server URL

text
https://chatbot.amzscout.net/mcp

Authentication

text
API Key

Support

If you have questions about installation, configuration, or using AMZScout Skill + MCP, we're happy to help.

📧 support@amzscout.net


Documentation

Complete documentation, installation guides, tutorials, and additional resources are available at:

  • https://learn.amzscout.net/amazon-product-api-for-ai-agents
  • https://learn.amzscout.net/how-to-install-skill-to-ai-agent
  • `/tools`

Disclaimer

Data available through this service and AI-generated outputs are provided for informational purposes only and do not constitute professional or business advice.

Your use of the AI agent is governed by your agreement with its provider. AMZScout is not affiliated with, endorsed by, or sponsored by Amazon or the AI agent provider.

While AMZScout strives to provide accurate and up-to-date marketplace data, users are responsible for independently verifying information before making business decisions.

Your use of this service is at your own risk.


License

This repository is licensed under the MIT License.

> [!NOTE]

> This repository contains documentation and integration examples only. The AMZScout Skill + MCP service is proprietary software provided as a hosted service by AMZScout.

Frequently asked questions

What is amzscout-skill-mcp?

amzscout-skill-mcp is AMZScout Skill + MCP - bringing real Amazon research data into Claude, ChatGPT, Cursor, OpenClaw and other MCP clients

How do I install amzscout-skill-mcp?

Open the GitHub repository and follow its README. Most MCP servers are added to your client's MCP config, then called by your agent.

Is amzscout-skill-mcp open source?

Yes — it is hosted on GitHub at https://github.com/amzscout-corp/amzscout-skill-mcp.

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