Quantabble — AP Science Misconception Diagnostics

io.github.Quantabble/ap-science-diagnostics

Misconception detection for AP Chemistry & Physics 1. 90% catch rate vs 24% baseline.

healthy

status

tools exposed

1783ms

connect latency

cb00e29e6471

schema fingerprint

Tools (2)

diagnose_response

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 the specific misconception in their reasoning, severity, confidence score, a ready-to-deliver tutor response, a follow-up

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.

Endpoint

https://quantabble-api.chemandphysicsmastery.workers.dev
Category: AI & LLM · Last checked: 2026-08-15T09:36:34Z

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What this means. This server responded to the MCP handshake and listed its tools without authentication. The schema fingerprint lets us flag if tool signatures silently change (schema drift) between checks.