# HumMatch MCP server

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

## Links
- Registry page: https://www.getdrio.com/mcp/me-hummatch-hummatch
- Repository: https://github.com/Equitymind/HumMatch
- Website: https://hummatch.me

## Install
- Endpoint: https://hummatch.me/api/mcp
- Auth: Not captured

## Setup notes
- Remote endpoint: https://hummatch.me/api/mcp

## Tools
- get_vocal_profile (Build a 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. Endpoint: https://hummatch.me/api/mcp
- recommend_songs (Find songs that fit a voice) - 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 plus named buckets (safest picks, easy wins, crowd pleasers, songs to avoid). Endpoint: https://hummatch.me/api/mcp
- search_songs (Search the song catalog) - 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. Endpoint: https://hummatch.me/api/mcp
- check_song_fit (Score one song for a voice) - 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. Endpoint: https://hummatch.me/api/mcp
- group_song_fit (Find songs a group can sing together) - 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. Endpoint: https://hummatch.me/api/mcp

## Resources
Not captured

## Prompts
Not captured

## Metadata
- Owner: me.hummatch
- Version: 1.0.0
- Runtime: Streamable Http
- Transports: HTTP
- License: Not captured
- Language: Not captured
- Stars: Not captured
- Updated: Aug 1, 2026
- Source: https://registry.modelcontextprotocol.io