LeoWorks Korea & AliExpress Data Tools

io.github.illeev1.0.0Updated Oct 6, 2026

Naver Shopping rank, Korean reviews, K-beauty rankings and AliExpress data as AI agent tools.

VerifiedStreamable HTTPWeb executableData & AnalyticsWeb Search & ScrapingBusiness & Commerce

Overview

AI-generated overview

Gives an assistant Korean and cross-border e-commerce data tools: Naver Shopping ranks, Korean review classification, K-beauty rankings and AliExpress scraping.

What it does
A preconfigured connection to the official Apify MCP server that exposes seven Apify actors as tools. They cover Naver Shopping keyword rank tracking, Naver Blog brand monitoring with sponsored-post labelling, Naver AI briefing capture, Korean review classification, K-beauty bestseller ranking and review monitoring, AliExpress review classification with translation, and AliExpress search scraping with rank tracking. Each tool runs on the user's Apify account and returns structured results the assistant can read.
When to use it
Useful for Korean and cross-border e-commerce research: checking where a product or store ranks on Naver Shopping, seeing what Naver's AI briefing says about a brand, classifying Korean or AliExpress reviews by complaint and sentiment, or tracking K-beauty bestseller rankings. Worth adding when an assistant needs this market data on demand rather than manual exports.
Requirements
Remote streamable HTTP endpoint at mcp.apify.com; no local runtime or package. An Apify account is required, with either an Apify API token supplied as the Authorization header (Bearer token) or OAuth sign-in. Network access to the Apify endpoint. Usage is billed per result on the Apify account.
Before you install
Every tool call runs on the user's Apify account and is billed per result at the actor's price, so costs scale with volume; the free monthly credit only covers small tests. The Authorization header carries an Apify API token, which should be kept out of shared configuration. The tools collect public data from Naver, AliExpress, Olive Young and Amore Mall; the provider states it is independent and not affiliated with those sites.

Installation

In SourceWeft

  1. Open LeoWorks Korea & AliExpress Data Tools in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "leoworks-data-tools": {
      "type": "http",
      "url": "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"
    }
  }
}

README

LeoWorks Korea & AliExpress Data Tools (via Apify MCP)

Seven 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

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)

json
{ "mcpServers": { "apify": { "url": "<server URL>", "headers": { "Authorization": "Bearer YOUR_APIFY_TOKEN" } } } }

Tools

ToolWhat it doesPrice
leoworks--naver-shopping-rank-trackerWhere 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-monitorNaver 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-monitorWhat 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-classifierComplaint 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-monitorK-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-classifierAliExpress 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-scraperAliExpress 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

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 or Amorepacific. Names are used only to describe data sources.

Source: README.md at commit 9c1f6bd

Tools

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Version history

1
  1. v1.0.0LatestOct 6, 2026