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Is HumMatch reliable?

Reliable (measured) Yes. Faceabot measured HumMatch 3 times: 100% of checks succeeded, including the last 3 in a row (last check 2026-10-19 17:40 UTC). It also does the job: its real read-only task worked 3 of 3 times.

Last check: 2026-10-19 17:40 UTC · answered in 9629 ms · remote (no install)

En français : Fiable (mesuré). Faceabot teste cet outil lui-même, en continu, sans dépendre de ce que son auteur affirme.

What it does

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

Source: official MCP registry (registry.modelcontextprotocol.io) · version 1.0.0 · publisher website
Connect your agent
{
  "mcpServers": {
    "hummatch": {
      "url": "https://hummatch.me/api/mcp"
    }
  }
}
Or ask Faceabot first: MCP tool check_reliability {"id":"me.hummatch/hummatch"} on https://faceabot.com/api/mcp.
Does it actually do the job?

Does the job (tested) — Faceabot asked search_songs to do a small read-only task 3 time(s): 3 returned a real result, the last 3 in a row. Last result: ok in 4368 ms.

Sample input: {"q":"hello world"}. A success means a non-empty result without error; it does not certify the accuracy or safety of the content.
Faceabot measurements
WhenAnswersReal taskLatency
2026-10-19 17:40 UTC✅ ok✅ done9629 ms
2026-10-19 03:30 UTC✅ ok✅ done8417 ms
2026-10-18 11:40 UTC✅ ok✅ done8512 ms
Method: MCP initialize then tools/list from Faceabot (FaceabotProbe/1.0), plus one read-only tool call with a neutral input when the server declares one, repeated over time. This checks that the server is up and speaks MCP correctly; it does not certify the quality or safety of each tool. How measurement works.

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Publisher of HumMatch?

Show your measured reliability on your README or website:

Faceabot reliability badge for HumMatch

[![Measured by Faceabot](https://faceabot.com/badge/me.hummatch/hummatch.svg)](https://faceabot.com/tools/me.hummatch/hummatch)
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