HumMatch
Match singers to songs by vocal range: score fit, karaoke difficulty, and voice type.
https://hummatch.me/api/mcpCurrent observation
This endpoint answered at its latest recorded check.
What this server reports about itself
Self-reported at initialize. Not verified by Licium.
- Server name
- hummatch
- Version
- 1.0.0
- Capability keys
- tools, resources
- Tool names
- get_vocal_profile, recommend_songs, search_songs, check_song_fit, group_song_fit
HumMatch matches singers to songs by vocal range. Start with the singer's lowest and highest comfortable notes. Use recommend_songs to find what suits one voice, group_song_fit for two or more singers, search_songs to look up a specific song, and check_song_fit to score one song for a voice. Every song carries rangeConfidence and rangeSource: a range marked estimated is derived from published sources rather than measured from the recording, so present those scores as guidance rather than fact.
Reported Aug 17, 2026, 05:02 AM UTC.
Check history
Oldest to newest. Each row is one recorded check.
- respondsMCP initialize · 8s limit · HTTP 200 · 212ms
- respondsMCP initialize · 8s limit · HTTP 200 · 579ms
- respondsMCP initialize · 8s limit · HTTP 200 · 214ms
- respondsMCP initialize · 8s limit · HTTP 200 · 231ms