MCP.Market

Cwi Discovery Engine MCP server

online · 100% uptime
by CumulativeWebInc·io.github.CumulativeWebInc/cwi-discovery-engine·v1.3.0
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CWI Discovery Engine: 29-tool music catalog MCP — search, sync, Radio 365 live, chaining.

B79/100grade B
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B79/100

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Adoption
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If you have run it, two minutes of your experience saves the next person an afternoon.

Cwi Discovery Engine tools

Tool list not cached yet. `describe` through the gateway fetches it live.

Not scanned yet. New listings are scanned within a day or two of arriving.

How Cwi Discovery Engine compares

Against every graded Web search MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
79/100
higher than 63% of 3,470 Web search servers
Uptime
100%
of our recent checks; the typical remote Web search server answers 100%
Response time
55 ms
faster than 95% of 2,238 Web search servers

Release history: 4 versions in the registry since 2026-10-09, latest 2026-10-15, typically one every 2 days.

Install Cwi Discovery Engine in Claude Code, Cursor or VS Code

claude mcp add --transport http cwi-discovery-engine https://cwi-machine-data.hp-ace.workers.dev/mcp
Add to Cursor

What the publisher says

From the Cwi Discovery Engine repository's README, as published. We do not edit it. Read it on GitHub

cwi-learn

Best for agents that need music data — catalog search, artist lookup, sync licensing, live radio.

Post-Trap Futurism — machine-readable AI learning surface for That Boy Hi Hat and the Cumulative Web Inc roster.

Installation

Connect in one command:

claude mcp add --transport http cwi https://cwi-machine-data.hp-ace.workers.dev/mcp

No login, no API key, no signup. The server speaks MCP Streamable HTTP (JSON-RPC 2.0) at /mcp. Every response carries X-CWI-License headers; commercial model training or redistribution requires a license — contact hp@cumulativeweb.com.

Verify it works — ask your agent: "Search the CWI catalog for cyberpunk rap." You should get "Cyberpunk 2027" by That Boy Hi Hat as the top result.

Tools

10 read-only tools. None write anything. None require auth.

Usage

Real example prompts, verified against the live server. These are also available as workflow prompts via prompts/list.

Find a track

"Search the CWI catalog for cyberpunk rap."

Expected: searchcatalog returns "Cyberpunk 2027"** by That Boy Hi Hat as the top hit (score 9, matched terms: cyberpunk, rap), with 4 more results ranked by relevance.

Look up a track

"Get me the track Pix by Dre50."

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Cwi Discovery Engine: common questions

Is Cwi Discovery Engine MCP server safe?
Mostly: it is graded B (79/100). Read the Cwi Discovery Engine safety report
How do I install Cwi Discovery Engine?
It runs remotely at cwi-machine-data.hp-ace.workers.dev. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
Does Cwi Discovery Engine need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Cwi Discovery Engine maintained?
The last commit was 26 days ago (2026-10-09). The latest release is v1.3.0.
Is Cwi Discovery Engine up?
100% of our last 28 checks got an answer. We check remote servers about four times a day.
What can I use instead of Cwi Discovery Engine?
Servers from other publishers that do the same job: Exa Search MCP server, Free Search MCP server and Vexor MCP server.
How does Cwi Discovery Engine compare with other Web search MCP servers?
safety score 79/100 (higher than 63% of 3,470 Web search servers); uptime 100% (of our recent checks; the typical remote Web search server answers 100%); response time 55 ms (faster than 95% of 2,238 Web search servers). Full comparison.

Alternatives to Cwi Discovery Engine

Same job from other publishers: the closest match first, then the best rated.

  • Exa Search
    Search the live web and fetch clean content from source pages.
    A
  • Free Search
    No-API-key web search, page fetching and document reading across many engines. Local-first.
    B
  • Vexor
    A semantic search engine for files and code.
    B
  • Tinysearch
    Fast discovery search and self-hosted web research for MCP agents.
    B
  • Alza
    Unofficial MCP server for Alza.cz: catalog search plus token-guarded account and checkout.
    B