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LeoWorks Review & Lead Data Tools

R0· no sign-in

Review classifiers & lead data for Google Maps, Naver and AliExpress — via Apify MCP

v1.3.0 · active · repository · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality88good
Trust97of 100
Uptime, 30 days100%
Latency p5079 ms

Connect

8 clients · secrets stay placeholders
{
  "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,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",
      "headers": {
        "Authorization": "Bearer ${LEOWORKS_DATA_TOOLS_TOKEN}"
      }
    }
  }
}
claude mcp add --transport http leoworks-data-tools 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 --header "Authorization: Bearer ${LEOWORKS_DATA_TOOLS_TOKEN}"
[mcp_servers.leoworks-data-tools]
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,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"
bearer_token_env_var = "LEOWORKS_DATA_TOOLS_TOKEN"

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "leoworks-data-tools": {
      "type": "remote",
      "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,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",
      "enabled": true,
      "headers": {
        "Authorization": "Bearer {env:LEOWORKS_DATA_TOOLS_TOKEN}"
      }
    }
  }
}
{
  "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,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",
      "headers": {
        "Authorization": "Bearer ${LEOWORKS_DATA_TOOLS_TOKEN}"
      }
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=leoworks-data-tools&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vbWNwLmFwaWZ5LmNvbS8%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"
}
{
  "servers": {
    "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,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",
      "headers": {
        "Authorization": "Bearer ${LEOWORKS_DATA_TOOLS_TOKEN}"
      }
    }
  }
}
{
  "mcpServers": {
    "leoworks-data-tools": {
      "httpUrl": "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",
      "headers": {
        "Authorization": "Bearer ${LEOWORKS_DATA_TOOLS_TOKEN}"
      }
    }
  }
}
extensions:
  "leoworks-data-tools":
    enabled: true
    name: "leoworks-data-tools"
    type: streamable_http
    uri: "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"
    headers:
      "Authorization": "Bearer ${LEOWORKS_DATA_TOOLS_TOKEN}"
    timeout: 300

Placeholders to fill from your own secret store: ${LEOWORKS_DATA_TOOLS_TOKEN}. The registry never accepts secret values.

Quality 88 / 100good

protocol88 · weight 25
  • pass
    protocol.modernsupports 2026-07-28 (server/discover)
  • pass
    protocol.statelessanswers without a session
  • pass
    protocol.transportstreamable HTTP
  • warn
    protocol.list_ttltools/list carries no ttlMs, so clients re-fetch it
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygienen/a · weight 30
  • n/a
    tools.descriptions, tools.description_length, tools.schemas, tools.annotations, tools.directory_hints, tools.token_cost, tools.api_dumptool list unknown (behind auth, not probed, or empty)
stabilityn/a · weight 15
  • n/a
    stability.changes, stability.rug_pulltool list unknown
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

Tool list unknown · checked 2026-10-20 11:08 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 97 / 100

provenance90
liveness100
freshness100
hygiene100

+repository +namespace-matches-repo +website +reachable +uptime-100% +updated-2d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
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 streamable-httpnoneyes100%79 ms2026-07-282026-10-20

Tools (0)

No tools observed. Tools appear once a credential-free probe can list them.

Schemas: list_tools.

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Official server.json
{
  "name": "io.github.illee/leoworks-data-tools",
  "title": "LeoWorks Review & Lead Data Tools",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "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,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",
      "type": "streamable-http",
      "headers": [
        {
          "name": "Authorization",
          "isSecret": true,
          "description": "Bearer <APIFY_TOKEN> — Apify Console → Settings → API & Integrations (or use OAuth sign-in)"
        }
      ]
    }
  ],
  "version": "1.3.0",
  "repository": {
    "url": "https://github.com/illee/leoworks-data-tools-mcp",
    "source": "github"
  },
  "websiteUrl": "https://leoworks.kr/tools/",
  "description": "Review classifiers & lead data for Google Maps, Naver and AliExpress — via Apify MCP"
}