{"serverId":"mcp-registry/com.ktrenz/kdata","tools":[{"name":"get_artist_reach","fixed":{"name":"get_artist_reach","description":"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.","inputSchema":{"type":"object","required":["slug"],"properties":{"slug":{"type":"string","description":"Artist slug (from search_kdata), e.g. \"rescene\"."}}},"annotations":{"readOnlyHint":true},"title":"Artist reach map"},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":114,"tokensAfter":114},{"name":"get_release_reach","fixed":{"name":"get_release_reach","description":"A specific release's (comeback / MV / tour / chart announcement) measured AI-citation reach across answer engines. Measured first-party by KTRENZ.","inputSchema":{"type":"object","required":["slug"],"properties":{"slug":{"type":"string","description":"Release slug (from an artist's releases), e.g. a comeback slug."}}},"annotations":{"readOnlyHint":true},"title":"Release reach map"},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":101,"tokensAfter":101},{"name":"get_trending","fixed":{"name":"get_trending","description":"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.","inputSchema":{"type":"object","properties":{"limit":{"type":"integer","description":"How many (1–30, default 15)."}}},"annotations":{"readOnlyHint":true},"title":"Trending artists by velocity"},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":115,"tokensAfter":115},{"name":"search_kdata","fixed":{"name":"search_kdata","description":"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.","inputSchema":{"type":"object","required":["query"],"properties":{"limit":{"type":"integer","description":"Max results (1–25, default 10)."},"query":{"type":"string","description":"Name or partial name (e.g. \"RESCENE\", \"aespa\")."}}},"annotations":{"readOnlyHint":true},"title":"Search K-pop entities"},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":122,"tokensAfter":122}],"toolsChanged":4,"tokensSaved":0,"todo":[],"note":"Deterministic fixes. Changes marked verify need a human look before shipping (renames, inferred annotations, inferred types, removed text). Parameter descriptions in `todo` need to be written by someone who knows the API."}