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cwi-discovery-engine

by FastDrop

MCP Verified 5 days ago Registry import free

CWI Discovery Engine: read-only music-catalog MCP — semantic search, sync lookup, knowledge graph.

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CWI Discovery Engine: read-only music-catalog MCP — semantic search, sync lookup, knowledge graph. Official MCP Registry: io.github.CumulativeWebInc/cwi-discovery-engine@1.0.0. Remote endpoint: https://cwi-machine-data.hp-ace.workers.dev/mcp

Problem it solves

Discoverable MCP server listed in the official MCP Registry.

How it's different

Remote MCP endpoint ingested from the official registry and probed by FastDrop.

Ingested from the official MCP Registry

FastDrop pulled this entry from the official MCP Registry as io.github.CumulativeWebInc/cwi-discovery-engine and probed the endpoint. The maker did not submit it, so the outbound link is not endorsed and the description is not theirs.

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Tools this endpoint exposes

Read directly from the endpoint on 5 Oct 2026. Not supplied by the maker.

  • search_catalog

    Search the CWI placement catalog (That Boy Hi Hat + roster) by keywords. Same scored engine as GET /query: title matches weigh 3x, genre 2x, mood 1x. Returns top 5 tracks with Spotify URLs and matched

  • get_track

    Look up one catalog track by title or Spotify ID/URL. Returns title, artist, Spotify URL, genres, and moods.

  • get_artist

    Look up an artist by name. Returns the artist and their tracks in the catalog with Spotify URLs.

  • sync_search

    Search the CWI sync catalog (23 tracks with editorial sonic descriptors: moods, energy words, instrumentation, scenes, use-cases, lyrical themes) for music-supervision queries like "fight scene" or "n

  • semantic_search

    Semantic search over the CWI catalog embedding matrix: cosine similarity against 384-dim bge-small-en-v1.5 vectors (55 tracks). The query is embedded at request time with Workers AI @cf/baai/bge-small

  • get_graph

    Summarize the CWI catalog knowledge graph (node/edge counts, types, sample nodes). For the full graph, fetch GET /graph.json.

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