Agent♥︎Age
Catalog

HumMatch

Official

by hummatch

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

me.hummatch/hummatch (MCP Server)

The me.hummatch/hummatch MCP server matches singers to songs by evaluating vocal range compatibility. It produces scoring for how well a singer fits a song, assesses karaoke difficulty, and categorizes the singer’s voice type.

🛠️ Key Features

  • Matches singers to songs based on vocal range
  • Generates a score for fit
  • Estimates karaoke difficulty
  • Identifies voice type

🚀 Use Cases

  • Selecting songs for singers that match their vocal range
  • Planning karaoke performances with difficulty awareness
  • Determining a singer’s voice type to improve song matching

⚡ Developer Benefits

  • Programmatic access to song-singer matching signals (fit score, difficulty, voice type)
  • Clear outputs intended to support karaoke and vocal categorization workflows

⚠️ Limitations

  • Described functionality is specific to vocal range–based matching and related attributes (fit score, karaoke difficulty, voice type)
HumMatch - agentage MCP Catalog