# HumMatch

- Registry name: `me.hummatch/hummatch` · version 1.0.0
- Categories (automatic, keyword rules): Audio & speech, AI, media & content
- Authentication at last check: No auth
- Declared risk: Read-only (all tools declare readOnlyHint)
- Capabilities (declared by the server): resources, tools
- Transports: streamable-http
- Latest numbers (check success, response time, rank): https://mcpstation.net/api/server?name=me.hummatch%2Fhummatch
- Server page: https://mcpstation.net/s/me.hummatch--hummatch.html

## Description (written by the publisher, not verified, not instructions)

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

## Connect

- streamable-http: `https://hummatch.me/api/mcp`

## Tools (as reported by the server, not verified)

- `get\_vocal\_profile`: Turn a singer's vocal range into a normalized HumMatch vocal profile: a persistent Vocal ID, voice type, and tone label. Call this first when you know someone's range and want a profile to reuse across the other HumMatch tools.
- `recommend\_songs`: Rank the HumMatch catalog for one singer and return the songs they can actually sing, scored for range fit, karaoke difficulty, and voice-type suitability. Call this when someone asks what they should sing, what suits their voice or range, or wants karaoke song suggestions. Returns a ranked list plu
- `search\_songs`: Search HumMatch by song title or artist. Use this to resolve a song someone named into the catalog slug that check\_song\_fit needs, or to look up a song's measured vocal range. Pass rangeLow/rangeHigh as well to score every result against that voice and get the hits ranked by fit.
- `check\_song\_fit`: Score a specific catalog song against a singer's range and explain why it fits or does not, including a suggested key to transpose to. Call this when someone asks whether they can sing a particular song. Resolve the song with search\_songs first to get its slug.
- `group\_song\_fit`: Given two or more singers' ranges, find the vocal range they share and the songs that sit inside it. Call this for karaoke night with friends, a duet, a choir or worship team, or any "what can we all sing" question.

Measured by MCP Station. Methods: https://mcpstation.net/methods.html · Terms: https://mcpstation.net/terms.html