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amazon-sorftime-research-MCP-skill

by liangdabiao856PythonUpdated 2026-07-08

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Claude Code

Amazon Sorftime Research MCP Skill is a comprehensive agent skill suite for Amazon cross-border e-commerce analysis and product selection. It integrates Sorftime, Sif, XiYou Insight, and SellerSprite MCP servers to provide nine core skills covering competitor ASIN analysis, category selection, keyword research, review analysis, product research, traffic diagnostics, and listing optimization. Designed for Claude Code and similar AI assistants, it enables automated data collection, multi-dimensional analysis, and actionable reports with visual dashboards to support seller decision-making across 14 Amazon marketplaces.

Key Features

Nine specialized skills: ASIN competitor analysis, category selection scoring, keyword depth research with 8-dimensional classification, review sentiment analysis, product research workflow, Sif market validation, XiYou traffic gap analysis, SellerSprite full-funnel research, and listing builder with Cosmo/Alexa semantic optimization
Five-dimensional category scoring model evaluating market size, growth potential, competition intensity, entry barriers, and profit margins
Keyword research with 1,500+ term collection, intelligent classification into negative/brand/material/scenario/attribute/function/core/other categories, and ad strategy guidance
Six-dimensional review pain-point analysis framework identifying electronic failures, structural issues, design flaws, material problems, description mismatches, and service/logistics issues with risk thresholds
Multi-format reporting: Markdown analysis reports, Excel data tables, interactive HTML dashboards with ECharts visualizations, and structured JSON data exports
Support for 14 Amazon marketplaces (US, UK, DE, FR, JP, CA, AU, etc.), 6 TikTok sites, and 1688 supplier cost analysis
43 SellerSprite MCP tools for product research, market analysis, competitor monitoring, keyword mining, traffic analysis, and 16 tactical selection strategies
Eight-step listing builder workflow from layered keyword library to QA design, with compliance checks, semantic coverage validation, and conversion logic audits

Use Cases

  • 01Amazon sellers analyzing competitor ASINs to identify traffic keywords, review pain points, pricing trends, and TikTok influencer strategies
  • 02Product researchers evaluating category opportunities with automated top-100 product analysis and five-dimensional scoring to guide market entry decisions
  • 03PPC managers building negative keyword lists, scenario-based ad groups, and broad match expansion strategies from 8-dimensional keyword classification
  • 04Listing optimizers diagnosing traffic gaps, compliance issues, semantic coverage deficiencies, and conversion bottlenecks using Cosmo/Alexa semantic algorithms
  • 05Market analysts discovering blue-ocean opportunities through ABA trend analysis, low-monopoly keyword detection, and seasonal pre-positioning strategies
  • 06Cross-border e-commerce teams conducting full-funnel research from supplier cost analysis (1688) to traffic diagnostics (XiYou) and ad budget transparency (SellerSprite)

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amazon-sorftime-research-MCP-skill — FAQ

What is Amazon Sorftime Research MCP Skill?+

It is a collection of nine Claude Code agent skills that integrate Sorftime, Sif, XiYou, and SellerSprite MCP servers to provide comprehensive Amazon product research, competitor analysis, keyword research, review analysis, and listing optimization for cross-border e-commerce sellers.

How do I install and configure this skill?+

Clone the repo into your Claude Code skills directory, obtain a Sorftime API key from sorftime.com/zh-cn/mcp, and add the MCP server configuration with your API key to .mcp.json. Then use commands like /amazon-analyse {ASIN} {SITE} to trigger the skills.

Which AI clients does this work with?+

This skill suite is designed for Claude Code CLI and other Claude-based code agents that support the MCP protocol and custom skills.

Do I need API keys or paid subscriptions?+

Yes, you need a valid Sorftime API key to access the MCP server endpoints. The skill also references Sif, XiYou Insight, and SellerSprite MCP servers, which may require separate API keys or subscriptions.

What Amazon marketplaces are supported?+

The skills support 14 Amazon marketplaces: US, UK, DE, FR, ES, IT, JP, CA, AU, IN, MX, BR, AE, and SA, plus 6 TikTok sites and 1688 for supplier cost analysis.

Is this skill free to use?+

The skill code itself is open-source under MIT License, but it requires paid API access to Sorftime and potentially other MCP data services (Sif, XiYou, SellerSprite) to function.

How do I install amazon-sorftime-research-MCP-skill?+

Open the source repository on GitHub and follow its README. amazon-sorftime-research-MCP-skill is a skill — MCP Agents Market links you directly to the official repo.

Is amazon-sorftime-research-MCP-skill free?+

amazon-sorftime-research-MCP-skill is an open-source project hosted on GitHub. Check the repository for its license and any usage requirements.

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