LeoWorks Korea & AliExpress Data Tools (via Apify MCP)
Ten Apify actors for Korean and cross-border e-commerce data, exposed as tools through the official Apify MCP server (hosted by Apify). This repository holds no server code — it only describes a preconfigured server URL so MCP directories can list it.
Ask your agent things like "Where does 브리츠 공식몰 rank for 무선이어폰 on Naver Shopping?" or "What do buyers complain about in this AliExpress listing?" and it runs the right actor and reads the results. Each call runs on your Apify account and is billed per result at the actor's price; Apify's free $5 monthly credit covers small tests.
Server URL (streamable HTTP)
https://mcp.apify.com/?tools=leoworks/naver-shopping-rank-tracker,leoworks/naver-blog-brand-monitor,leoworks/naver-ai-briefing-monitor,leoworks/korean-review-classifier,leoworks/kbeauty-ranking-review-monitor,leoworks/aliexpress-reviews-classifier,leoworks/aliexpress-search-scraper,leoworks/social-comment-classifier,leoworks/japanese-review-classifier,leoworks/spanish-review-classifier
Auth: Authorization: Bearer <APIFY_TOKEN> (Apify Console → Settings → API & Integrations), or leave the header out to sign in with OAuth. Keep only the tools you need in ?tools=.
Claude Code
claude mcp add --transport http apify "<server URL>" --header "Authorization: Bearer YOUR_APIFY_TOKEN"
Claude Desktop / Cursor (mcp.json)
{ "mcpServers": { "apify": { "url": "<server URL>", "headers": { "Authorization": "Bearer YOUR_APIFY_TOKEN" } } } }
Tools
| Tool | What it does | Price |
|---|---|---|
leoworks--naver-shopping-rank-tracker | Where a product, URL or store ranks in Naver Shopping for Korean keywords, daily, no login | $3 / 1,000 keyword checks (+$0.50 / 1,000 competitor rows) |
leoworks--naver-blog-brand-monitor | Naver Blog posts about a brand, each labelled sponsored vs self-paid with evidence, sentiment, brand mentions | $4 / 1,000 posts + $1 / 1,000 judgments |
leoworks--naver-ai-briefing-monitor | What Naver's AI briefing answers for a keyword, which sources it cites, and whether your brand and rivals are mentioned or recommended | $3 / 1,000 queries + $12 / 1,000 briefings captured |
leoworks--korean-review-classifier | Complaint type, sentiment and purchase motive for any Korean review dataset (Coupang, Olive Young, Naver) — no scraping, no prompts | $0.50 / 1,000 reviews |
leoworks--kbeauty-ranking-review-monitor | K-beauty bestseller rankings (Olive Young Global, Amore Mall) with rank changes, plus reviews with complaint labels | $2 / 1,000 ranking rows · $1 / 1,000 reviews · $0.50 / 1,000 classifications |
leoworks--aliexpress-reviews-classifier | AliExpress product reviews with English translation, stars, country, SKU, photos, and optional complaint/sentiment labels | $1.50 / 1,000 reviews + $0.50 / 1,000 classifications |
leoworks--aliexpress-search-scraper | AliExpress search results per keyword (rank, price, sold count, rating, ads flagged) and your products' keyword rank over time | $2 / 1,000 results · $3 / 1,000 rank checks |
leoworks--social-comment-classifier | Instagram, TikTok, Facebook and YouTube comments from any comment scraper's dataset, labelled purchase intent, question, complaint, request, praise or spam, plus sentiment | $0.50 / 1,000 comments |
leoworks--japanese-review-classifier | Complaint type, sentiment and purchase motive for Japanese reviews (Rakuten, Amazon.co.jp or any review dataset) | $0.50 / 1,000 reviews |
leoworks--spanish-review-classifier | Complaint type, sentiment and purchase motive for Spanish reviews (MercadoLibre, AliExpress or any review dataset) — beta | $0.50 / 1,000 reviews |
Full details, output fields and limits: each actor's page at apify.com/leoworks · overview: leoworks.kr/tools.
Independent tools — not affiliated with NAVER, AliExpress/Alibaba, Olive Young, Amorepacific, Rakuten, MercadoLibre, Meta, TikTok or YouTube. Names are used only to describe data sources.