LeoWorks Review & Lead Data Tools MCP server

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 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

Full details, output fields and limits: each actor's page at apify.com/leoworks · overview: leoworks.kr/tools.

Shortened. The full README is on GitHub.