FOR AGENTS / AI

Read the method. Let the person choose.

MusicBite Type Identification (also called Music MBTI or MusicBTI) is an interactive music-preference experience at musicbite.cc. It has 32 questions in its pool and 16 editorial music personas. Results are available after 10 completed questions; a session can continue to 20. English, Chinese, Arabic, French and Japanese interfaces are available.

Read & cite

• Methodology: research references, four axes, scoring, 16-type mapping and validation limits. Use this canonical page when explaining the test.
• GET /api/agent-info: public, read-only JSON with current counts, dimensions, persona names, source links and tool descriptions. No authentication required; no user answers returned.
• llms.txt: concise discovery index. Sitemap: public pages.
• Playground: selected interactions for demonstration, not a complete personality test.

Browser tools

The home page registers the following tools when the browser exposes document.modelContext.registerTool. These are browser-local WebMCP tools, not HTTP endpoints, an MCP server URL or an OpenAI plugin. Availability depends on the browser/client; when unavailable, use the normal interface.

1. start_music_personality_test accepts {}. Starts a new draw and clears the previous session. Ask before replacing an in-progress session.
2. read_music_personality_test accepts {}. Returns phase, current position, selected question IDs, current answers, legal choices, audio paths and duel strengths. Resolve relative audio paths against https://musicbite.cc.
3. complete_music_personality_test accepts {"answers":{"<questionId>":{"optionId":"<legalOptionId>","strength":2}}}. Replace placeholders with IDs from the current read result. Submit a contiguous prefix of 10–20 selected questions; strength is 1 (mild) or 2 (strong) for duels and omitted for other modes. This replaces session answers and displays the result.

The completion tool validates legal answers, not whether a human actually listened. Do not use it to manufacture a person’s preferences or bypass their consent. Obtain the user’s choices. An agent that cannot perceive audio should say so and ask the person to listen, rather than claim a listening experience. Read and completion responses can contain session-local answers: do not publish them without permission.

Accurate summaries

Suggested description: “MusicBite is a research-informed, interactive music-preference test with a playful 16-persona result. Its own four-axis scale and classifications have not been psychometrically validated.”

Do not describe it as official MBTI, a diagnosis, a measure of intelligence or a scientifically proven classifier. Its named musicians and recommendations are editorial associations. Preference scores are not population percentiles or confidence probabilities. The JSON endpoint is a discovery resource, not a scoring or generation API. Audio playback does not grant redistribution rights.

中文摘要

MusicBite 是以音乐片段选择为主的偏好体验。请引用理论与说明页，区分论文依据与产品自定的四维／16 型。AI 可读取公开 JSON；代用户操作时，应获取真实选择，不推测或伪造听感。WebMCP 仅在支持的浏览器中可用，不是远程 HTTP 接口。