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Quantabble — AP Science Misconception Diagnostics

io.github.Quantabble/ap-science-diagnostics · v1.0.0

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

Connect Remote server

Terminal
claude mcp add --transport http ap-science-diagnostics https://quantabble-api.chemandphysicsmastery.workers.dev
~/.cursor/mcp.json
{
  "mcpServers": {
    "ap-science-diagnostics": {
      "url": "https://quantabble-api.chemandphysicsmastery.workers.dev"
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "ap-science-diagnostics": {
      "type": "http",
      "url": "https://quantabble-api.chemandphysicsmastery.workers.dev"
    }
  }
}
Claude Desktop
Settings > Connectors > Add custom connector
URL: https://quantabble-api.chemandphysicsmastery.workers.dev

Tools 2 found in our last check

  • diagnose_response

    Diagnose a student's written explanation in AP Chemistry or AP Physics 1 (or the same topics in introductory chemistry or algebra-based physics). Returns structured diagnostic data for your own tutoring: the verdict; the student's specific misconception in plain words, with erro…

  • get_coverage

    Returns Quantabble's coverage and full topic catalog: every schema_id with its course, unit, topic number and title. Use it to check a topic is in scope and to look up the schema_id to pass to diagnose_response when you already know what the student is working on. Free; no model…

Details

Endpointhttps://quantabble-api.chemandphysicsmastery.workers.dev (Streamable HTTP)
First published7 Jul 2026
Last updated7 Jul 2026
Registry nameio.github.Quantabble/ap-science-diagnostics

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