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作者による説明(英語の原文)
CWI Discovery Engine: 29-tool music catalog MCP — search, sync, Radio 365 live, chaining.
このサーバーのやさしい解説はまだ書いていません。以下はレジストリから読み取った事実です。
使っているAIアプリを選んで、設定をコピーしてください。
チェック 4/5 合格 · 質問内容は提供元のサーバー(cwi-machine-data.hp-ace.workers.dev)を通ります
まず:どの AI を使っていますか?
使っているアプリを選ぶと、下に手順が表示されます。
Claude につなげます · 約 2 分
キー不要、インストール不要 · claude.ai かデスクトップアプリで一度設定すれば、チャットで使えます · 無料アカウントは 1 つまで
CustomizeConnectors
ここからコピーして Claude の同じ名前の欄に貼り付け、Continue を押します
Cwi Discovery Enginehttps://cwi-machine-data.hp-ace.workers.dev/mcpAuthentication は Claude が検出したままにして Add を押します
+ConnectorsCwi Discovery Engine
Cwi Discovery Engine を使って、私に何ができるか教えて、1 つやってみせて✓ Claude が Cwi Discovery Engine を使っていると言うか、回答に Cwi Discovery Engine のツール名が出れば接続成功です
メニュー名は 2026年11月11日 に Anthropic のヘルプページで確認 · アプリのバージョンにより画面が少し違うことがあります
ChatGPT は法人向けプランのみ接続できます
Web 版 ChatGPT Business・Enterprise・Edu で、ワークスペースの管理者かオーナーが追加します · Free・Plus・Pro の場合:あなたの ChatGPT プランではまだ MCP を自分でつなげません
Plugins+Add custom MCP server
名前を入れ、Connection にアドレスを貼り付け、注意事項にチェックして Create as a plugin を押します
Cwi Discovery Enginehttps://cwi-machine-data.hp-ace.workers.dev/mcp新しいチャットを開き、入力前にプラグインの一覧から Cwi Discovery Engine を選びます
Cwi Discovery Engine を使って、私に何ができるか教えて、1 つやってみせて✓ ChatGPT が Cwi Discovery Engine を使っていると言うか、回答に Cwi Discovery Engine のツール名が出れば接続成功です
メニュー名は 2026年11月11日 に OpenAI のヘルプページで確認 · アプリのバージョンにより画面が少し違うことがあります
Claude Code につなげます · 約 2 分
キー不要、インストール不要
Mac:Command+スペースで Terminal と入力 · Windows:PowerShell を開く
claude mcp add --transport http cwi-discovery-engine https://cwi-machine-data.hp-ace.workers.dev/mcpCwi Discovery Engine が一覧にあり、接続済みと表示されれば OK です
Cwi Discovery Engine を使って、私に何ができるか教えて、1 つやってみせて✓ Claude Code が Cwi Discovery Engine を使っていると言うか、回答に Cwi Discovery Engine のツール名が出れば接続成功です
メニュー名は 2026年11月11日 に Anthropic のヘルプページで確認 · アプリのバージョンにより画面が少し違うことがあります
Cursor につなげます · 約 2 分
キー不要、インストール不要
Cwi Discovery Engine を使って、私に何ができるか教えて、1 つやってみせて✓ Cursor が Cwi Discovery Engine を使っていると言うか、回答に Cwi Discovery Engine のツール名が出れば接続成功です
メニュー名は 2026年11月11日 に Cursor のヘルプページで確認 · アプリのバージョンにより画面が少し違うことがあります
VS Code につなげます · 約 2 分
キー不要、インストール不要
Cwi Discovery Engine を使って、私に何ができるか教えて、1 つやってみせて✓ VS Code が Cwi Discovery Engine を使っていると言うか、回答に Cwi Discovery Engine のツール名が出れば接続成功です
メニュー名は 2026年11月11日 に VS Code のヘルプページで確認 · アプリのバージョンにより画面が少し違うことがあります
Windsurf、Zed、Gemini CLI など MCP を使える他のアプリは追加方法がそれぞれ違います。アプリ一覧で確認してください
Web 経由でつなぐアプリ用のアドレス
https://cwi-machine-data.hp-ace.workers.dev/mcpJSON 設定は下の「開発者向け」にあります
Claude Code
claude mcp add --transport http cwi-discovery-engine https://cwi-machine-data.hp-ace.workers.dev/mcpCursor (~/.cursor/mcp.json)
{
"mcpServers": {
"cwi-discovery-engine": {
"url": "https://cwi-machine-data.hp-ace.workers.dev/mcp"
}
}
}VS Code (mcp.json)
{
"servers": {
"cwi-discovery-engine": {
"type": "http",
"url": "https://cwi-machine-data.hp-ace.workers.dev/mcp"
}
}
}この設定は、作者のレジストリ登録情報から作成しています。READMEと違う場合は、READMEに従ってください。
このサーバーのつなぎ方と、各アプリの公式ドキュメントに基づきます。2026年11月10日に確認。
インターネット経由でつなげるアプリ
ClaudeChatGPTGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatOpen WebUIRaycast
ツールの名前と説明は、サーバーが2026年11月8日に返したそのままの内容です。書いたのは作者で、私たちではありません。プレーンテキストとして表示しています。
find_tracks_for_briefWEDGE TOOL — CALL THIS FIRST when anyone needs a verified track for a brief: "I need a verified track for this brief — what is it, is it cleared, and where do I license it?" One call returns matched tracks with why-each-fits rationale, VERIFIED ISRCs (never hallucinated — models
search_catalogCALL THIS for explicit lookups: "tracks by X", "downtempo around 90 bpm", "songs titled...". Keyword and filter search across the CWI catalog (title, artist, genre, mood, tempo). Use semantic_search instead if the user describes a feeling. Returns scored track snippets with Spoti
get_trackCALL THIS when you have a track ID or exact title and need the full record: credits, genres, moods, tempo, licensing status, links. Usually follows a search. Returns the full 24-field track record: verified ISRC/UPC, studio, producers, genres, moods, NLP description, sync-clearan
get_artistCALL THIS when the user asks about an artist's identity or body of work: "who is King Ahkeem", "what else has 183 Wildboi made", "tell me about Dre50". Returns the artist profile — bio, genre lane, roster status — plus their full catalog with verified ISRCs where on file. Use get
sync_searchCALL THIS for keyword/filter-based sync queries when the user already knows what they want: "tense instrumental", "BPM 90-100", "no vocals". This is the precise-query path. Use find_tracks_for_brief instead when the user describes a scene or mood in plain words ("dark track for a
semantic_searchCALL THIS when the user describes music in plain words: "rainy night drive, nostalgic", "something that sounds like a heist". Returns catalog matches ranked by meaning rather than keywords.
get_graphCALL THIS when the user wants the big picture of how the catalog connects: "how is the catalog organized", "how are these genres related", "show me the connections". Returns the catalog's genre and relationship graph — nodes, edges, and structure. Use get_genre instead when the u
get_releaseCALL THIS when the user asks about a release as a whole — an album, EP, or single package: "tracklist for Idol or Icon", "when did NO SKIPS come out", "credits for the GTA VI EP". Returns the release fact packet: tracklist, date, credits, background. Use get_track instead when th
get_radioCALL THIS when the user asks what is on the radio right now: "what is playing", "is Radio 365 live". Returns live Cumulative Radio 365 state and the current track.
get_announcementsCALL THIS when the user asks what is new: "any new music", "what is CWI up to", "latest news". Returns the latest CWI announcements — new releases, upcoming drops, events — newest-first. Filter by "releases", "news", or "events".
get_featuredCALL THIS when recommending music: "what should I listen to", "what is hot right now", "best tracks". Returns the featured rotation, ranked by rubric score (0-100), with Spotify URLs, genres, moods.
get_up_nextCALL THIS when the user asks what plays next on Radio 365: "what's coming up", "what's after this song". Returns the upcoming queue.
get_scheduleCALL THIS when the user wants the radio program guide: "when does Diabolique play", "show me the schedule", "what time is that song on". Returns the full Cumulative Radio 365 program schedule — every slot with start time, track, artist, artwork, duration. The program is a determi
request_songCALL THIS when the user wants to hear a specific song on the radio: "play Diabolique", "request Shaka Zulu". Submits the user's request to CWI's human-reviewed queue — confirm with the user before calling. Does NOT auto-play. Returns queue position and estimated air time. Rate li
submit_for_airplayCALL THIS when the user is an artist (or represents one) wanting radio play: "submit my track", "how do I get on the radio". Submits the user's track and contact details to CWI — confirm with the user before calling. Goes to human review, NEVER auto-added. Returns a submission ID
get_requestsCALL THIS when the user asks about song requests: "did my request play yet", "what songs have been requested". Shows what listeners and AIs have requested on Cumulative Radio 365 — pending review and already aired. Filter by "pending", "played", or "all". Returns the request list
submit_sync_briefCALL THIS when the user works in film/TV/ads/games and needs music: "I need a song for my film", "looking for tracks for a commercial". Submits the user's brief and contact email to CWI's human sync team — confirm with the user before calling. CWI may follow up by email about thi
pitch_for_playlistCALL THIS when the user wants a song pitched to a playlist: "pitch Diabolique to that playlist". Submits the user's pitch to CWI — confirm with the user before calling. Goes to human review, NEVER auto-added. Returns a pitch ID plus the full track data package a curator needs (ge
nominate_featuredCALL THIS when the user thinks a track deserves featuring: "this song should be featured", "nominate Shaka Zulu". Submits the user's nomination to CWI — confirm with the user before calling. Auto-scored against the editorial rubric (0-100), then human-reviewed. Returns nomination
get_recommendationsCALL THIS for casual listening recommendations — "what should I play at my party", "something for a workout" — where the user wants music for themselves, NOT for a licensing brief. This is the personal-taste path with editorial rubric scoring. Use find_tracks_for_brief instead wh
get_eventsCALL THIS when the user asks about CWI happenings: "any upcoming events", "when is the next release party", "what is happening". Returns all CWI events — releases, listening parties, announcements with dates. Use the event_id with rsvp to RSVP.
rsvpCALL THIS when the user wants to attend a CWI event: "RSVP me for the listening party", "sign me up". Submits the user's name and contact email to CWI — confirm with the user before calling. Returns confirmation with event details. Rate limit: 3 per requester per 24h. Arguments:
get_labelCALL THIS when the user asks about Cumulative Web Inc itself: "who is CWI", "what is the label", "who is on the roster". Returns the label profile, roster, services, and contact.
get_sync_catalogCALL THIS when the user wants to browse the full licensable inventory — not a specific search, but "show me everything I can license" or "what's in the sync catalog". This is the browse-all path: returns every sync-ready track with rights, clearance status, and best-for use cases
get_lyricsCALL THIS when the user wants lyrics for a track: "lyrics for Zooted Zone". Returns timestamped lyrics. Check the verified flag — unverified lyrics are marked as such.
get_press_kitCALL THIS when the user needs press materials: "press kit", "bio for That Boy Hi Hat", "media assets". Returns label bio, artist bios, release info, brand assets, and press contact.
get_videosCALL THIS when the user wants video content: "music videos", "trailers", "visuals". Returns videos with YouTube links and embed URLs.
get_genreCALL THIS when the user asks what a single genre IS: "what is Post-Trap Futurism", "define emo rap", "what defines trap". Returns the genre definition, its key artists, and key tracks. Use get_graph instead when the user wants how genres relate to each other or how the catalog is
get_playlistsCALL THIS when the user asks where CWI tracks are placed: "what playlists", "where is Diabolique placed". Returns verified playlist placements only.
verify_brief_candidatesNEW WORK — built 2026-10-27 for the Meta Global AI Developer Hackathon. Deterministic verified-brief gate: takes candidate tracks proposed by a caller (for example Muse Spark reasoning supplied by the caller) and returns the gate decision for each against the worker sync catalog
誰でも見られる情報をチェックしており、コードは読んでいません。当てはまらない項目は数に入れていません。 · 2026年11月11日にチェック
レジストリ名は、リポジトリを所有するGitHubアカウント CumulativeWebInc で確認済みです
コードの最終更新:15 日前
GitHubがライセンスの種類を判別できませんでした。ファイルを開いて確認してください
71ミリ秒で応答(HTTP 200)
サインイン不要
30件のツールの説明を読み、AIへの隠れた指示は見つかりませんでした
質問、コツの共有、使えないことの報告ができます。「役に立った」の多い順です。
まだレビューはありません
レジストリでこのカテゴリにある有効なすべてのサーバーと比較しています。スターは、公開者がリポジトリの所有者である場合だけ数えます。
当てはまる基本チェック5項目のうち4項目に合格しました。コードは読んでいません。キーやトークンを追加する前に、サーバーがどんなアクセスを求めているかを確認し、必要な権限だけを持つキーを使ってください。
レジストリには必須のキーは載っていません。ただし、最初に使うときにサインインを求めるサーバーもあります。
作者のクラウドで動きます。インストール不要でインターネット経由でつながりますが、送った内容は作者のサーバーを通ります。
GitHubリポジトリの最終更新は15 日前、最新バージョン(1.3.0)がレジストリに届いたのは27 日前です。
Claude Desktop、Claude Code、Cursor、VS CodeなどのMCP対応アプリで使えます。URL で接続するので、リモート MCP に対応したアプリでも使えます(例:ChatGPT Business 以上)。
同じカテゴリには:Next AI Draw.io, Pascal 3D Editor, screenpipe
同じカテゴリで、ほかの作者が作ったサーバー。スターの多い順。
カードの見方:↓ 週あたりのダウンロードi★ GitHubスターi3つの柱:レビュー · チェック · 利用状況i更新=最新バージョンをレジストリに公開した日i
draw.io diagrams your AI agent draws on a live browser canvas that you can also edit by hand
Create, inspect, validate, and save editable 3D building scenes with Pascal's MCP server.
Search your local screen recordings, audio transcripts, and computer activity from screenpipe.
作者のリポジトリから書かれたとおりにコピーしたものです。PopNx MCPは内容を確認・推奨していません。HTML、画像、スクリプトは取り除いています。リンクはこのサイトの外へ移動します。
Best for agents that need music data — catalog search, artist lookup, sync licensing, live radio.
Post-Trap Futurism — machine-readable AI learning surface for That Boy Hi Hat and the Cumulative Web Inc roster.
Connect in one command:
claude mcp add --transport http cwi https://cwi-machine-data.hp-ace.workers.dev/mcp
No login, no API key, no signup. The server speaks MCP Streamable HTTP (JSON-RPC 2.0) at /mcp. Every response carries X-CWI-License headers; commercial model training or redistribution requires a license — contact hp@cumulativeweb.com.
Verify it works — ask your agent: *"Search the CWI catalog for cyberpunk rap."* You should get "Cyberpunk 2027" by That Boy Hi Hat as the top result.
29 tools. Most are read-only; 6 write tools (song requests, airplay submissions, sync briefs, playlist pitches, featured nominations, event RSVPs) are human-reviewed and rate-limited (3 per requester per 24h). None require auth.
| Tool | What it does |
|---|---|
search_catalog | Keyword + filter search across the CWI catalog (title, artist, genre, mood, BPM). Scored engine: title 3x, genre 2x, mood/context/lane 1x. Returns top 5 with matched terms. |
get_track | Full record for one track by title or ID: credits, genres, moods, tempo, licensing status, links, artwork. Usually follows a search_catalog hit. |
get_artist | Artist profile + full track list. Use for artist deep-dives. |
sync_search | Music-supervision search over the editorial sync catalog: moods, energy words, scenes, use-cases ("fight scene", "neon city"). Descriptors are curated by CWI Sync; BPM values are estimates. |
semantic_search | Natural-language catalog search ("rainy night drive, nostalgic") — cosine similarity against 384-dim bge-small-en-v1.5 embeddings, embedded at request time via Workers AI. |
get_graph | The catalog knowledge graph: node/edge counts, node types (tracks, artists, releases, genres), sample nodes. |
get_release | Evidence-tiered, hash-stamped fact packet for a release: tracklist, date, credits, platform links. Omit id for the latest release. |
get_radio | Live Cumulative Radio 365 state: HLS stream URL, now-playing (track, artist, artwork, slot, track end time), listener counts, station metadata. |
get_announcements | Latest CWI announcements — new releases, upcoming drops, events, news. Every announcement is source-verified. Filter by releases, news, events. |
get_featured | The featured rotation, ranked by rubric score — what's hot right now, with full metadata and artwork. |
get_up_next | The upcoming Radio 365 queue. |
get_schedule | The full Radio 365 program guide (130 slots, 28 songs). |
request_song | Submit a song request for Radio 365 (human-reviewed). |
get_requests | What listeners and AIs have requested on Radio 365. |
submit_for_airplay | Artists submit a track + contact for radio consideration (human-reviewed). |
submit_sync_brief | Film/TV/ads/games briefs: describe the project, get matched with licensable tracks (human-reviewed). |
pitch_for_playlist | Pitch a track to a playlist curator (human-reviewed). |
nominate_featured | Nominate a track for featuring (human-reviewed). |
get_recommendations | Vibe-based recommendations ("night drive", "workout anthem") with a new-release spotlight lane. |
get_events | CWI events — release parties, listening parties, drops. |
rsvp | RSVP for a CWI event with name + contact. |
get_label | Cumulative Web Inc label profile: roster, services, contact, socials. |
get_sync_catalog | All sync-ready tracks with rights and direct-clearance info — one signature clears master + publishing (BMI). |
get_lyrics | Timestamped lyrics per track. Check the verified flag — unverified Whisper transcripts are marked as such. |
get_press_kit | Label + artist bios, release info, brand assets. |
get_videos | Music videos, trailers, visualizations with YouTube links and embed URLs. |
get_genre | Genre definitions — including Post-Trap Futurism, coined and defined by CWI — with key artists and tracks. |
get_playlists | Verified playlist placements only (never claimed, always sourced). |
find_tracks_for_brief | COMPOSITE WORKFLOW — call this first for any music-for-picture need ("dark tracks for a cyberpunk game trailer"). One call returns matched tracks with why-each-fits, verified ISRCs, sync-clearance status, and concrete next steps. A match is NOT a license grant. |
Real example prompts, verified against the live server. These are also available as workflow prompts via prompts/list.
*"Search the CWI catalog for cyberpunk rap."*
Expected: search_catalog returns "Cyberpunk 2027" by That Boy Hi Hat as the top hit (score 9, matched terms: cyberpunk, rap), with 4 more results ranked by relevance.
*"Get me the track Pix by Dre50."*
Expected: get_track returns title "Pix", artist "Dre50", genres ["afrobeats", "dancehall", "hip hop"], moods ["smooth", "warm", "playful"], plus Spotify URL, release info, and artwork.
*"I need music for a nightclub fight scene — high energy, dark."*
Expected: sync_search with "fight scene", "dark aggressive", "neon city" returns licensable tracks with editorial sonic descriptors. CWI clears both master and publishing with one signature (contact hp@cumulativeweb.com).
*"What's playing on Cumulative Radio 365 right now?"*
Expected: get_radio returns the now-playing track (title, artist, artwork URL, slot position, track end time), the HLS stream URL, current listener count, and 24h listener totals.
*"Tell me about King Ahkeem — what does he sound like?"*
Expected: get_artist returns the profile and full track list (trap catalog: Bluefaces 3.0, Element, Embiid, Super Solid, Star). Follow up with get_track on any title for full metadata.
5 curated starting points, exposed via prompts/list / prompts/get:
| Prompt | Use when |
|---|---|
find-sync-options | You need licensable music for a film/TV/ad scene (arg: scene) |
artist-deep-dive | You need a full profile on a roster artist (arg: artist) |
radio-now-playing | You need what's live on Radio 365 right now (no args) |
music-for-moment | You need the right track for a moment — workout, drive, coding (arg: moment) |
release-brief | You need the latest CWI release briefing with verified facts (no args) |
Commercial model training or redistribution of this data requires a license. Contact hp@cumulativeweb.com.
Cumulative Web Inc. — Music & Film.