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io.github.CumulativeWebInc/cwi-discovery-engine

CWI Discovery Engine: 29-tool music catalog MCP — search, sync, Radio 365 live, chaining.

MCP server · by CumulativeWebInc

Connect Compare Claim

About

io.github.CumulativeWebInc/cwi-discovery-engine is an MCP server published by CumulativeWebInc. Marketplaces we read that list it: 1 (Official MCP Registry). The last change we recorded was on 2026-10-15. As of our marketplace pass on 2026-10-20.

What it asks for

  • Runs remotely

None of the marketplaces we read publishes its tools or the settings it asks for.

What it declares, asks for and runs, in full

Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.

Works with

  • Claude Code
  • Codex
  • Cursor
  • VS Code
  • Copilot CLI
Install in CursorInstall in VS Code

A one-click link opens the client, which asks you to confirm before it adds the server.

From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.

Observed by Ext Ops

Observed by Ext Ops on 2026-10-16: what the endpoint itself answered when asked to list its tools. We never call the tools.

Tools: 29 · Resources: 3 · Prompts: 5

Server: cwi-catalog-mcp 1.0.0 · MCP protocol version 2024-11-05

Tool metadata as listed on 2026-10-16: annotations on 29 of 29 tools · parameter descriptions on 68 of 68.

  • find_tracks_for_briefComposite workflow for music-for-picture needs: "dark tracks for a cyberpunk game trailer", "upbeat song for a sports ad". One call returns matched tracks with why-each-fits, verified ISRCs, sync-cle…
  • 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 "r…
  • get_artistCALL THIS when the user asks about an artist: "who is King Ahkeem", "what else has this artist made". Returns the artist profile and catalog.
  • 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 wi…
  • 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_genreCALL THIS when the user asks about a genre: "what is Post-Trap Futurism", "define emo rap". Returns the genre definition, key artists, and key tracks.
  • get_graphCALL THIS when the user wants the big picture: "how is the catalog organized", "what is Post-Trap Futurism", "how are these genres related". Returns the catalog's genre and relationship graph.
  • 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_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_playlistsCALL THIS when the user asks where CWI tracks are placed: "what playlists", "where is Diabolique placed". Returns verified playlist placements only.
  • 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_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.
Show the remaining 17
  • get_recommendationsCALL THIS when the user describes a vibe and wants music: "something for a night drive", "workout anthem", "chill evening music", any mood-based request. Turns a vibe description into a ranked track…
  • get_releaseCALL THIS when the user asks about a specific release: tracklist, date, credits, background. Returns a fact packet for that release.
  • 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…
  • 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…
  • get_sync_catalogCALL THIS when the user needs sync-ready tracks with clearance info: "what tracks can I license", "show me licensable music". Returns tracks with rights, clearance, and best-for use cases. Chain to s…
  • 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.
  • 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_videosCALL THIS when the user wants video content: "music videos", "trailers", "visuals". Returns videos with YouTube links and embed URLs.
  • 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-sco…
  • 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 au…
  • 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 ca…
  • 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…
  • 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…
  • 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.
  • 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 use…
  • 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…
  • sync_searchCALL THIS when the user needs music for film, TV, ads or games: "tense instrumental for a chase scene". Returns tracks suited to the scene with direct-clearance licensing info. To start a licensing c…

Its marketplaces publish no list of tools.

How we check endpoints

Connect

Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.

As a remote MCP server

Built from what Official MCP Registry declares.

Claude CodeTerminal
claude mcp add --transport http cwi-discovery-engine https://cwi-machine-data.hp-ace.workers.dev/mcp
Codex~/.codex/config.toml
[mcp_servers.cwi-discovery-engine]
url = "https://cwi-machine-data.hp-ace.workers.dev/mcp"
Cursor~/.cursor/mcp.json
{
  "mcpServers": {
    "cwi-discovery-engine": {
      "url": "https://cwi-machine-data.hp-ace.workers.dev/mcp"
    }
  }
}

Where it is published

MarketplaceStatusVersionFiguresVerifiedFirst seen
Official MCP Registry (Open the registry record) Listed 1.3.0 Forks (GitHub): 0
Stars (GitHub): 0		 Not marked

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

What changed

  1. Observed by Ext Ops on the endpoint: tools changed (now 29): added find_tracks_for_brief
  2. Official MCP Registry: released version 1.3.0 (was 1.2.1)
  3. Official MCP Registry: description changed
  4. Official MCP Registry: description changed
  5. Official MCP Registry: released version 1.2.1 (was 1.2.0)
  6. Official MCP Registry: description changed
  7. Official MCP Registry: released version 1.2.0 (was 1.1.0)

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Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.

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