hummatch

MCP serverDev tools

Match singers to songs by vocal range: score fit, karaoke difficulty, and voice type.

Serves today. ahel can serve it to every connected agent through your gateway link.

Serve it through your gateway

One link, every agent. Your own credentials, stored once.

github.com/equitymind/hummatch

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