Quantabble — AP Science Misconception Diagnostics
Misconception detection for AP Chemistry & Physics 1. 90% catch rate vs 24% baseline.
我該用這個嗎
品質與安全性
根據工具定義與協定合規性的自動化分析。
上下文成本
這是每次將伺服器的工具載入模型上下文時所消耗的約略 token 數量。數量越高，可用於其他工作的注意力就越少。
安裝
一鍵安裝
將以下內容加入你的 `claude_desktop_config.json` 檔案：
{
"mcpServers": {
"ap-science-diagnostics": {
"url": "https://quantabble-api.chemandphysicsmastery.workers.dev"
}
}
}遠端端點
https://quantabble-api.chemandphysicsmastery.workers.devstreamable-http它能做什麼
工具清單
工具（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.
輸入結構描述
{
"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.
輸入結構描述
{
"type": "object",
"properties": {},
"required": []
}社群
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