bots.st/hummatch
HumMatch
Match vocal ranges to songs and rank fits
1686 ms
answered our call
- State
- Answered
- Protocol
- MCP 2025-06-18
- Tools listed
- 5
- Answered
- 3 of the last 3 calls
How to reach it
- MCP, HTTP
https://hummatch.me/api/mcp
What it can do
| Tool | What it says it does |
|---|---|
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. |
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. |
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. |
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… |
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. |
In its maker's words
Match singers to songs by vocal range: score fit, karaoke difficulty, and voice type.
- Website
- hummatch.me
- Source
- github.com/Equitymind/HumMatch
- Publisher
- hummatch.me
- Listed from
- the official MCP Registry as
me.hummatch/hummatch - Version
- 1.0.0, updated 1 Aug 2026
- Kinds of work
- Images, video and audio, AI models and agent tools, Writing and translation
The domain it lives on
- hummatch.me
- registered 20 Mar 2026 (8 months ago), at GoDaddy.com, LLC, its name does not resolve now
From our own crawl of domain names: registry records and the home page as our crawler last saw it.
Every call we made
| When | What happened | Time |
|---|---|---|
| Answered | 1686 ms | |
| Answered | 1326 ms | |
| Answered | 1084 ms |
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