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8 clients · secrets stay placeholders

JSON (mcpServers)Claude CodeCodexOpenCodeCursorVS CodeGemini CLIGoose

{
  "mcpServers": {
    "kdata": {
      "type": "http",
      "url": "https://ktrenz.com/api/mcp"
    }
  }
}

claude mcp add --transport http kdata https://ktrenz.com/api/mcp

[mcp_servers.kdata]
url = "https://ktrenz.com/api/mcp"

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "kdata": {
      "type": "remote",
      "url": "https://ktrenz.com/api/mcp",
      "enabled": true
    }
  }
}

{
  "mcpServers": {
    "kdata": {
      "type": "http",
      "url": "https://ktrenz.com/api/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=kdata&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8va3RyZW56LmNvbS9hcGkvbWNwIn0%3D"
}

{
  "servers": {
    "kdata": {
      "type": "http",
      "url": "https://ktrenz.com/api/mcp"
    }
  }
}

{
  "mcpServers": {
    "kdata": {
      "httpUrl": "https://ktrenz.com/api/mcp"
    }
  }
}

extensions:
  "kdata":
    enabled: true
    name: "kdata"
    type: streamable_http
    uri: "https://ktrenz.com/api/mcp"
    timeout: 300

Quality 79 / 100good

protocol75 · weight 25

warn
protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
n/a
protocol.statelessonly applies to 2026-07-28 servers
pass
protocol.transportstreamable HTTP
n/a
protocol.list_ttlonly applies to 2026-07-28 servers

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 hygiene71 · weight 30

pass
tools.descriptionsevery tool has a description
pass
tools.description_lengthdescriptions are concise
pass
tools.schemasevery tool has an object input schema
fail
tools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
fail
tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: get_artist_reach (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_release_reach (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); search_kdata (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
pass
tools.token_costabout 367 tokens to load every tool
pass
tools.api_dumptools are not a one-to-one API dump

stability100 · weight 15

pass
stability.changesno tool changes in 30 days
pass
stability.rug_pullno tool changed its meaning under the same name

dependenciesn/a · weight 15

n/a
deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

4 tools, about 367 tokens to load them all · tool set ee3e7294eb62 · checked 2026-10-20 10:03 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 79 / 100

no-repository

provenance55

liveness99

freshness85

hygiene80

+dns-namespace +website +reachable +uptime-98% ~updated-60d-ago -no-repository

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

Endpoints

remote	auth	reachable	uptime 30d	p50	protocol	last ok
`https://ktrenz.com/api/mcp` streamable-http	none	yes	98%	1037 ms	2025-11-25	2026-10-20

Tools (4)

`get_artist_reach`	An artist's measured reach across AI answer engines (which vendors cite them, answer-time vs training) + tracked releases + external demand (Naver + YouTube) with 7d momentum. Measured first-party by KTRENZ.
`get_release_reach`	A specific release's (comeback / MV / tour / chart announcement) measured AI-citation reach across answer engines. Measured first-party by KTRENZ.
`get_trending`	Top rising K-pop artists right now, ranked by 7-day VELOCITY (rate of change), not standing popularity. Blends Korea search momentum, YouTube upload traction, third-party media pickup and fan-challenge volume — all external to KTRENZ. Rank is the signal.
`search_kdata`	Search KTRENZ K-pop / K-culture entities (artists) by name; returns matches with slugs + reach-map URLs. Use the slug with get_artist_reach or get_release_reach.

Schemas: list_tools.

Similar MCP servers

Official server.json

{
  "name": "com.ktrenz/kdata",
  "title": "KTRENZ K-Data",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://ktrenz.com/api/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.0",
  "websiteUrl": "https://ktrenz.com/mcp",
  "description": "K-pop artists and releases: search, trending by 7-day velocity, and AI answer-engine reach."
}