liangdabiaoCommunity·11 Agent Skills Included

amazon-sorftime-research-MCP-skill

Amazon product research, competitor analysis, and listing building toolkit

Automates Amazon market research, competitor teardown, keyword mining, review analysis, and listing creation using Sorftime, SellerSprite, Sif, and Xiyou data services. Scores product categories with a five-dimension model, classifies 2000+ keywords into ad-ready groups, and extracts customer pain points from reviews. Generates ready-to-use Markdown reports, Excel sheets, and HTML dashboards so sellers make sourcing and advertising decisions faster.

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npx skills add liangdabiao/amazon-sorftime-research-MCP-skill --all -g -y

Available:

Tells the AI agent how to connect to the Sorftime MCP data service, route user requests to the correct analysis skill, handle SSE responses and encoding issues, and save reports in the proper formats.

All Skills in This Repository (11)

Pure Emerald Level Indicators

📦 In Repo

liangdabiao

category-selection

Analyze Amazon categories and generate Markdown, Excel, and HTML reports.

sif-amazon-research

Evaluate ASIN or keyword market viability using Sif MCP data.

keyword-research

Analyze keyword data from Sorftime MCP into eight-dimension taxonomy reports, CSVs, and HTML dashboards.

product-research

Coordinates Amazon product research from data collection to decision scoring.

review-analysis

Categorize 1-3 star Amazon reviews into pain-point types and generate improvement recommendations.

amazon-analyse

Analyze Amazon competitor listings via Sorftime MCP tools and generate Markdown reports.

keyword-research

Collects and classifies Amazon keywords via Sorftime MCP API into eight categories with reports.

product-research

Conducts Amazon product research via Sorftime MCP with LLM-driven analysis and dashboard reports.

amazon-listing-builder

Generates Amazon listings through an eight-step keyword, evidence, and compliance workflow.

review-analysis

Analyzes Amazon negative reviews via Sorftime API to classify pain points and generate improvement reports.

xiyou-insight

Analyze Amazon competitor traffic and advertising strategies via Xiyou Insight MCP tools.

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Frequently Asked Questions

FAQPage Schema

How to install amazon-sorftime-research-MCP-skill?▼

Run `npx skills add liangdabiao/amazon-sorftime-research-MCP-skill --all -g -y` in your terminal to install all skills globally. You will also need a Sorftime API key added to your .mcp.json file.

How to analyze an Amazon competitor listing with AI?▼

Use the amazon-analyse skill with a command like /amazon-analyse B07PWTJ4H1 US. It pulls product details, reviews, traffic keywords, and trends, then saves a full competitor report as a Markdown file.

How to find profitable Amazon product categories?▼

The category-selection skill scores any category on market size, growth, competition, entry barriers, and profit margin. Run /category-select "Sofas" US to get a scored report with Excel and HTML dashboards.

Can it build Amazon keyword lists for PPC ads?▼

Yes. The keyword-research skill collects 2000+ keywords per product and sorts them into 8 groups including negative words, brand words, and scenario words, ready to paste into your ad campaigns.

Do I need coding skills to use these Amazon research skills?▼

No. You just type plain commands like /product-research or /review-analysis with an ASIN or keyword, and the AI agent handles all data collection and report writing.