Reference Source · MCP server health

io.github.illee/leoworks-data-tools

4 endpoints on the official MCP registry. Probed daily.

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

needs credentials

Last 30 probes
Last seen healthynot once, in the days we have probed
Completed sessions— of the last 7 probes · 0% of the last 30
Handshake latencymedian 41 ms, 95th 62 ms
Tools listed—
Protocol answered—
Transportstreamable-http
Last detailHTTP 401

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

needs credentials

Last 30 probes
Last seen healthynot once, in the days we have probed
Completed sessions— of the last 7 probes · 0% of the last 30
Handshake latencymedian 57 ms, 95th 1041 ms
Tools listed—
Protocol answered—
Transportstreamable-http
Last detailHTTP 401

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,leoworks/google-maps-review-classifier,leoworks/google-maps-lead-qualifier,leoworks/amazon-review-classifier,leoworks/job-posting-classifier,leoworks/company-website-classifier

needs credentials

Last 30 probes
Last seen healthynot once, in the days we have probed
Completed sessions0% of the last 7 probes · 0% of the last 30
Handshake latencymedian 3704 ms, 95th 3704 ms
Tools listed—
Protocol answered—
Transportstreamable-http
Last detailHTTP 401

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,leoworks/google-maps-review-classifier,leoworks/google-maps-lead-qualifier,leoworks/amazon-review-classifier,leoworks/job-posting-classifier,leoworks/company-website-classifier,leoworks/naver-place-review-classifier,leoworks/google-maps-review-health-check

needs credentials

Last 30 probes
Last seen healthynot once, in the days we have probed
Completed sessions0% of the last 7 probes · 0% of the last 30
Handshake latencymedian 42 ms, 95th 776 ms
Tools listed—
Protocol answered—
Transportstreamable-http
Last detailHTTP 401

Embed the badge

[![MCP](https://referencesource.org/mcp-health/badge/io-github-illee-leoworks-data-tools.svg)](https://referencesource.org/mcp-health/server/io-github-illee-leoworks-data-tools/)

The badge shows the most recent probe. It is generated from the same file this page is, updates once a day, and needs no key. This entry publishes 4 endpoints, and the badge reports the best result among them — the question a badge answers is whether a client can reach this project at all, and one dead spare URL is not a reason to call the project down. The per-endpoint verdicts are above, each with its own link.

What was actually measured

One HTTP POST carrying a JSON-RPC initialize, and if that succeeds, a tools/list. Nothing here is a score, a rating or a judgement about whether the server is any good — only whether an ordinary MCP client could complete a session with it on the day we asked. “Needs credentials” is not a fault: it means the endpoint wants an account, which is a perfectly reasonable thing for it to want.

The tool contract row is a digest of what tools/list returned — each tool's name, description and input schema, hashed — so that a rename, a newly-required field or a rewritten description can be spotted even though none of them breaks the connection. We keep the digests and nothing else: no tool name, description or schema of anybody's is stored or republished here, which is also why this can say that a contract moved and by how much, but not what it now says.

The method and the daily totals · every server we probe, A–Z · feed.json · licence · corrections and removals: [email protected]