Cwi Discovery Engine

io.github.CumulativeWebIncv1.0.0Updated Oct 5, 2026

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

VerifiedStreamable HTTPWeb executableWeb Search & ScrapingKnowledge & Memory

Overview

AI-generated overview

Read-only music-catalog server offering semantic track search, sync lookup, and knowledge-graph queries over a hosted endpoint.

What it does
The CWI Discovery Engine exposes a read-only music catalog to an assistant. It supports scored semantic track search, sync lookup, and knowledge-graph style queries against a hosted machine-data endpoint. Responses are returned as data only, with no write or mutation tools described.
When to use it
Useful when an assistant needs to look up or search a specific music catalog, for example to find tracks by meaning rather than exact title, or to explore relationships in the catalog's knowledge graph. It is not a general-purpose music database.
Requirements
A remote streamable HTTP endpoint; no local runtime, package, login, or API key is declared. Network access to the provider's host is required.
Before you install
The catalog is read-only, so no data is written or deleted. Responses carry an X-CWI-License header, and the provider states that commercial training use requires a license obtained by contacting them. Review the license terms before using catalog data commercially.

Installation

In SourceWeft

  1. Open Cwi Discovery Engine in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "cwi-discovery-engine": {
      "type": "http",
      "url": "https://cwi-machine-data.hp-ace.workers.dev/mcp"
    }
  }
}

README

cwi-learn

Post-Trap Futurism — machine-readable AI learning surface for That Boy Hi Hat (Cumulative Web Inc)

Machine-readable music data (live doors)

No login, no key. Every data response carries X-CWI-License headers; commercial training use requires a license — contact [email protected].

Source: README.md at commit 9390db6

Tools

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Version history

1
  1. v1.0.0LatestOct 5, 2026