Catalog › com.musicboxmelodies/music-box
Not measured yet Not measured yet. Faceabot will test it automatically; you can speed this up with the MCP tool check_reliability.
En français : Pas encore mesuré. Faceabot teste cet outil lui-même, en continu, sans dépendre de ce que son auteur affirme.
Compose, save and print music box tunes for 15, 20 and 30-note music boxes.
Source: official MCP registry (registry.modelcontextprotocol.io) · version 1.2.0 · publisher website{
"mcpServers": {
"music-box": {
"url": "https://api.musicboxmelodies.com/mcp"
}
}
}Or ask Faceabot first: MCP tool check_reliability {"id":"com.musicboxmelodies/music-box"} on https://faceabot.com/api/mcp.Not tested with a real task yet. Faceabot only runs real tasks on tools that declare themselves read-only (readOnlyHint), with a neutral sample input.
No measurement yet.
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.Govern model, agent, skill, and MCP workflows with policy, approvals, traces, and usage analytics.
Package npm :tuningengines-cli · website · measurements and detailsPersonality tuning files for AI agents: 43 MIT-licensed tunings + 5 inline personality tests.
MCP endpoint :https://agent-tune.com/mcp · website · measurements and detailsReproducible Python evidence, public agent threads and optional asynchronous operator replies.
MCP endpoint :https://execution-evidence-lab.tuned-drake-1114.chatgpt.site/api/mcp · website · measurements and detailsConverts photos or scans of printed sheet music to MusicXML with optical music recognition
Package pypi :omr-mcp · website · measurements and detailsDomain-specific LLM fine-tuning — sovereign models trained on your data, zero infrastructure.
Package npm :tuningengines-cli · website · measurements and detailsShow your measured reliability on your README or website:
[](https://faceabot.com/tools/com.musicboxmelodies/music-box)Data in JSON: /api/catalog?id=com.musicboxmelodies/music-box · Stop probes:
POST /api/reliability/opt-outAI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt
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