Quantabble — AP Science Misconception Diagnostics
Misconception detection for AP Chemistry & Physics 1. 90% catch rate vs 24% baseline.
사용해야 할까요
품질 및 안전성
도구 정의와 프로토콜 준수에 대한 자동 분석을 기반으로 합니다.
컨텍스트 비용
이는 서버의 도구가 모델의 컨텍스트에 로드될 때마다 소비되는 대략적인 토큰 수입니다. 수치가 높을수록 다른 작업에 사용할 수 있는 주의가 줄어듭니다.
설치
원클릭 설치
`claude_desktop_config.json` 파일에 다음을 추가하세요:
{
"mcpServers": {
"ap-science-diagnostics": {
"url": "https://quantabble-api.chemandphysicsmastery.workers.dev"
}
}
}원격 엔드포인트
https://quantabble-api.chemandphysicsmastery.workers.devstreamable-http할 수 있는 일
도구 목록
도구 (2)
⚪diagnose_response(student_response, schema_id)
Evaluate a student's written explanation in AP Chemistry, AP Physics 1, high school chemistry, high school physics, college chemistry, or college physics (algebra-based). Returns whether a misconception was detected in their reasoning, a ready-to-deliver tutor response you can say to the student verbatim, and a follow-up probe question to ask next. Use this whenever a student writes an explanation and you need to know what to say next. Do not use for single-word or number-only answers.
입력 스키마
{
"type": "object",
"properties": {
"student_response": {
"type": "string",
"description": "The student's own words — their explanation, reasoning, or answer in free-response form. At least one complete sentence with a stated reason works best."
},
"schema_id": {
"type": "string",
"description": "Optional. Target a specific schema (e.g. \"AP_CHEM_1_1\") if you already know the topic. If omitted, the API routes automatically across all 130 schemas."
}
},
"required": [
"student_response"
]
}🟢get_coverage
Returns the list of subjects and unit counts covered by Quantabble. Use this to check whether a student's topic is within scope before calling diagnose_response.
입력 스키마
{
"type": "object",
"properties": {},
"required": []
}커뮤니티
증거