cwi-learn
MCP serverSearchCWI Discovery Engine: read-only music-catalog MCP, semantic search, sync lookup, knowledge graph.
Available today. Use it from your connected AI after setup.
No other account needed.
Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
Then ask your AI: use cwi-learn to search catalog
Install cwi-learn
The server’s own address, for the clients that take one directly. Or connect ahel once and every client you use reads it from one address, with the account kept on ahel rather than in each client’s config.
Claude Code
claude mcp add --transport http --scope user cwi-learn 'https://cwi-machine-data.hp-ace.workers.dev/mcp'Run it once in your project, then open /mcp to approve any sign-in the server asks for.
Claude Desktop
https://cwi-machine-data.hp-ace.workers.dev/mcpAdd a custom connector in Settings, paste this address, and approve the sign-in.
Cursor
cursor://anysphere.cursor-deeplink/mcp/install?name=cwi-learn&config=eyJ1cmwiOiJodHRwczovL2N3aS1tYWNoaW5lLWRhdGEuaHAtYWNlLndvcmtlcnMuZGV2L21jcCJ9Open the link and Cursor adds the server at that address.
ChatGPT
https://cwi-machine-data.hp-ace.workers.dev/mcpIn Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.
Codex
codex mcp add cwi-learn --url 'https://cwi-machine-data.hp-ace.workers.dev/mcp'Run it once, then sign in with codex mcp login cwi-learn if the server asks for an account.
From the project's README
As published by cumulativewebinc/cwi-learn in README.md.
Post-Trap Futurism — machine-readable AI learning surface for That Boy Hi Hat (Cumulative Web Inc)
Machine-readable music data (live doors)
- 🎵 Catalog API (scored track search): https://cwi-machine-data.hp-ace.workers.dev/query
- 📄 AI briefing: https://cwi-machine-data.hp-ace.workers.dev/llms.txt
- 🤖 Agent card: https://cumulativewebinc.github.io/cwi-learn/.well-known/agent-card.json
- ⚖️ Machine-readable license: https://cwi-machine-data.hp-ace.workers.dev/license
- 📬 Contact: hp@cumulativeweb.com
No login, no key. Every data response carries X-CWI-License headers; commercial training use requires a license — contact hp@cumulativeweb.com.
Tools it offers (6)
What this server listed when ahel dialed its public endpoint in Oct 2026, with no key and no account of yours. The names are the server’s own.
search_catalogget_trackget_artistsync_searchsemantic_searchget_graph
Signals
- Last commit
- Oct 2026
Advanced
- Delivery
- cwi-discovery-engine MCP server → your ahel connector (mcp.ahel.ai) → your AI.
- Item type
- mcp-server
- Key
io-github-cumulativewebinc-cwi-discovery-engine- Source
- github.com/cumulativewebinc/cwi-learn
- Hosted endpoint
https://cwi-machine-data.hp-ace.workers.dev/mcp
github.com/cumulativewebinc/cwi-learn