A side-by-side look at the MCP Ecommerce Platform Profiler and LeoWorks Korea & AliExpress Data Tools MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.
Verdict: choose MCP Ecommerce Platform Profiler for e-commerce work as a local process; choose LeoWorks Korea & AliExpress Data Tools for e-commerce. You can also run both side by side in one mcpServers block.
APIFY_TOKEN.APIFY_TOKEN.leoworks--naver-shopping-rank-tracker, leoworks--naver-blog-brand-monitor, leoworks--naver-ai-briefing-monitor.Rows where the two servers differ are marked.
| Spec | L LeoWorks Korea & AliExpress Data Tools | |
|---|---|---|
| Category | E-Commerce | E-Commerce |
| Quality signal | 43/100 · Fair | 48/100 · Fair |
| Install command | Confirmed | Not confirmed yet |
| Transport | Local subprocess (stdio) | — |
| Auth | Not declared | API key required |
| Pricing | Not declared | BYOK (pay the provider) |
| Required env vars | APIFY_TOKEN | APIFY_TOKEN |
| Verified owner | Community listing | Community listing |
| GitHub stars | 0 | 0 |
| Directory activity | 0 views 0 installs 0 upvotes | 0 views 0 installs 0 upvotes |
| Tools | Not listed | 10 |
| Full listing | View MCP Ecommerce Platform Profiler | View LeoWorks Korea & AliExpress Data Tools |
No tool names declared yet. Check the project README from the listing page.
leoworks--naver-shopping-rank-trackerWhere a product, URL or store ranks in Naver Shopping for Korean keywords, daily, no loginleoworks--naver-blog-brand-monitorNaver Blog posts about a brand, each labelled sponsored vs self-paid with evidence, sentiment, brand mentionsleoworks--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 recommendedleoworks--korean-review-classifierComplaint type, sentiment and purchase motive for any Korean review dataset (Coupang, Olive Young, Naver) — no scraping, no promptsleoworks--kbeauty-ranking-review-monitorK-beauty bestseller rankings (Olive Young Global, Amore Mall) with rank changes, plus reviews with complaint labelsleoworks--aliexpress-reviews-classifierAliExpress product reviews with English translation, stars, country, SKU, photos, and optional complaint/sentiment labelsleoworks--aliexpress-search-scraperAliExpress search results per keyword (rank, price, sold count, rating, ads flagged) and your products' keyword rank over timeleoworks--social-comment-classifierInstagram, TikTok, Facebook and YouTube comments from any comment scraper's dataset, labelled purchase intent, question, complaint, request, praise or spam, plus sentimentleoworks--japanese-review-classifierComplaint type, sentiment and purchase motive for Japanese reviews (Rakuten, Amazon.co.jp or any review dataset)leoworks--spanish-review-classifierComplaint type, sentiment and purchase motive for Spanish reviews (MercadoLibre, AliExpress or any review dataset) — betaPaste either block (or both) into your client config, e.g. claude_desktop_config.json or ~/.cursor/mcp.json. We only show a config when the install command is confirmed.
{
"mcpServers": {
"mcp-ecommerce-platform-profiler": {
"command": "npx",
"args": [
"-y",
"@mambalabsdev/mcp-ecommerce-platform-profiler"
],
"env": {
"APIFY_TOKEN": "YOUR_APIFY_TOKEN_HERE"
}
}
}
}
No confirmed install command for LeoWorks Korea & AliExpress Data Tools yet — follow the setup steps linked from its listing page rather than a guessed package name.