Online store and commerce
cwi-discovery-engine
cwi-discovery-engine was answering at the last check. Checked on 2026-10-06 (daily check).
CWI Discovery Engine: read-only music-catalog MCP - semantic search, sync lookup, knowledge graph.
Agents use servers like this to search products, build carts and place orders.
5 read-only2 change data0 high risk
https://cwi-machine-data.hp-ace.workers.dev/mcp
Follow (RSS): status changes, tool-list changes, new advisories and owner verification, in any feed reader.
Tools
7 tools: 5 read-only, 2 change data, 0 high risk (delete, pay, send or run code).
No tool name points to moving money or changing orders.
- read-only
- Only reads or looks things up. Safe for an agent to call on its own.
- changes data
- Creates, edits or sends something. Worth a person's approval the first time.
- high risk
- Can delete, pay, send on your behalf or run code. Hard or impossible to undo.
Connecting costs an agent about 824 tokens of tool definitions and a 454 ms handshake.
- changes data
sync_searchSearch 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 "neon city". Descriptors are editorial (curated by CWI Sync); BPM values are estimates, not audio a... - changes data
semantic_searchSemantic 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-en-v1.5 - the same model that produced the matrix, so catalog and query vectors are directly cos... - read-only
search_catalogSearch 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 terms. - read-only
get_trackLook up one catalog track by title or Spotify ID/URL. Returns title, artist, Spotify URL, genres, and moods. - read-only
get_artistLook up an artist by name. Returns the artist and their tracks in the catalog with Spotify URLs. - read-only
get_graphSummarize the CWI catalog knowledge graph (node/edge counts, types, sample nodes). For the full graph, fetch GET /graph.json. - read-only
get_releaseFetch a CWI release fact packet (evidence-tiered, hash-stamped): pre-release and release records with verified credits, dates, and platform links. Defaults to the latest release when id is omitted.
Levels are automated estimates from each tool's public name, description and annotations, and can be wrong. Descriptions as the server publishes them.
Trust and supply chain
No owner has verified this server yet.
From the checks: No tool declares risk annotations; Answers with a protocol version older than 2025-03-26.
No tool change since tracking began on 2026-10-06.
Status
Newest check: answered with tools, from the daily check, 2026-10-06, 454 ms.
From one check a day over the last 1 day. Servers whose owner verified them are checked every 5 minutes. Sign-in and payment answers count as up.
Last 30 days
2026-09-072026-10-06
answered with toolssign-in or payment askednot answeringnot checked
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Live: status, days reachable, the tokens its tool list costs an agent. For a README:
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Status widget
A live status card for a status page, docs or a dashboard: current status, the 30-day strip, uptime and handshake time.
Script (renders where it is placed, in its own shadow DOM):
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Or an iframe:
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For AI agents
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