Quantabble — AP Science Misconception Diagnostics

io.github.Quantabble/ap-science-diagnosticsVersion 1.0.0

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

Status

Responds169 msNov 14, 2026, 14:41 UTCAnswered our handshake without sign-in.

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Last checked: Nov 14, 2026, 14:41 UTC
Latency: 169 ms
Remotes responding: 1 of 1
Sign-in: No sign-in
Hosting: Hosted outside the EU (detected)
Registry data as of: Nov 14, 2026, 21:12 UTC

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Connect

Streamable HTTP

https://quantabble-api.chemandphysicsmastery.workers.dev/Responds169 msNov 14, 2026, 14:41 UTC

No sign-in

Claude Code

claude mcp add --transport http ap-science-diagnostics https://quantabble-api.chemandphysicsmastery.workers.dev/

Claude Desktop and claude.ai

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Settings > Connectors > Add custom connector
Name: ap-science-diagnostics
Remote MCP server URL: https://quantabble-api.chemandphysicsmastery.workers.dev/

Cursor

{
  "mcpServers": {
    "ap-science-diagnostics": {
      "url": "https://quantabble-api.chemandphysicsmastery.workers.dev/"
    }
  }
}

VS Code

code --add-mcp '{"name":"ap-science-diagnostics","type":"http","url":"https://quantabble-api.chemandphysicsmastery.workers.dev/"}'

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Tools

2 tools

Tools of Quantabble — AP Science Misconception Diagnostics
	Description		Read-only	Idempotent	Open world
`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 error_source telling you whether it comes from our curated misconception library or was identified by the engine; where the topic sits in the AP course (unit and topic); why this reasoning loses credit on AP-style free-response scoring; what a credit-earning explanation must include; a recommended teaching move; and one probe question. A short ready-to-use tutor_response is included for simple integrations. Each response includes schema_id, the topic it matched: pass it back as schema_id on follow-up calls about the same topic to skip topic routing (faster and more consistent), and use it with curriculum_anchor to organize practice and reports by unit and topic. Use error_name to describe the error to teachers and students. Treat teaching_guidance as a recommendation, and prefer the probe question over reading reader_trap to the student verbatim. Send at least one full sentence of reasoning; not for single-word or numeric answers. Not affiliated with or endorsed by the College Board.	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 error_source telling you whether it comes from our curated misconception library or was identified by the engine; where the topic sits in the AP course (unit and topic); why this reasoning loses credit on AP-style free-response scoring; what a credit-earning explanation must include; a recommended teaching move; and one probe question. A short ready-to-use tutor_response is included for simple integrations. Each response includes schema_id, the topic it matched: pass it back as schema_id on follow-up calls about the same topic to skip topic routing (faster and more consistent), and use it with curriculum_anchor to organize practice and reports by unit and topic. Use error_name to describe the error to teachers and students. Treat teaching_guidance as a recommendation, and prefer the probe question over reading reader_trap to the student verbatim. Send at least one full sentence of reasoning; not for single-word or numeric answers. Not affiliated with or endorsed by the College Board.	Not declared	Not declared	Not declared	Not declared
`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 call.	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 call.	Not declared	Not declared	Not declared	Not declared

Details

Registry status: Active
Published: Jul 7, 2026
Updated: Jul 7, 2026
Website: Not given
Repository: Not given
Categories: Uncategorized
GDPR: Not declared

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