MCP serverme.hummatch/hummatch

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

UNRATEDActivestreamable-httphummatch.me

Overview

Score?

UNRATED 0.672

of what a free look can see, on 30 looks

Looks

last 12 hr ago

Tools

URL

hummatch.me/api/mcp

streamable-http

Says it is

hummatch 1.0.0

protocol 2025-06-18

In the record since

32 days ago

0median 0.606 · this server 0.672 · highest on record 0.8561

The tools this server lists, read out of the definition it returned
Tool	Schema
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	input · output
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 pr	input · output
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 a	input · output
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 a	input · output
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	input · output

Verify it yourselfnpx teppi-check https://hummatch.me/api/mcpcurl -s https://api.teppi.xyz/v1/trust/mcp/mcs_01M1FZ2Q099G1CB8GTG609VZP8