# Quantabble — AP Science Misconception Diagnostics MCP server

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

## Links
- Registry page: https://www.getdrio.com/mcp/io-github-quantabble-ap-science-diagnostics

## Install
- Endpoint: https://quantabble-api.chemandphysicsmastery.workers.dev
- Auth: Not captured

## Setup notes
- Remote endpoint: https://quantabble-api.chemandphysicsmastery.workers.dev

## Tools
- 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 probe question, and a step-by-step remediation plan. Use this whenever a student writes an explanation and you need to know what they misunderstand and exactly what to say next. Do not use for single-word or number-only answers. Endpoint: https://quantabble-api.chemandphysicsmastery.workers.dev
- 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

## Resources
Not captured

## Prompts
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## Metadata
- Owner: io.github.Quantabble
- Version: 1.0.0
- Runtime: Streamable Http
- Transports: HTTP
- License: Not captured
- Language: Not captured
- Stars: Not captured
- Updated: Jul 7, 2026
- Source: https://registry.modelcontextprotocol.io