MCP server

Quantabble — AP Science Misconception Diagnostics

io.github.Quantabble/ap-science-diagnostics

Checked 25 Oct 2026, 20:29 UTC · Connected to it and listed its tools

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

At a glance

Type

MCP server

Publisher

Not verified

Status

Working at last check

Tools

2

Token cost

About 627 tokens per request

Sets up in

Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok

Last checked

25 Oct 2026, 20:29 UTC

Connect it to your agent

Add to CursorAdd to VS CodeVS Code Insiders

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

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

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.ap-science-diagnostics]
url = "https://quantabble-api.chemandphysicsmastery.workers.dev"

Gemini CLI

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

Cursor

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

VS Code

{"servers":{"ap-science-diagnostics":{"type":"http","url":"https://quantabble-api.chemandphysicsmastery.workers.dev"}}}

Antigravity

agy mcp add ap-science-diagnostics https://quantabble-api.chemandphysicsmastery.workers.dev

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"ap-science-diagnostics","server_url":"https://quantabble-api.chemandphysicsmastery.workers.dev","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"ap-science-diagnostics","server_url":"https://quantabble-api.chemandphysicsmastery.workers.dev"}

Tools

• diagnose_response ~516 tokens
  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
• get_coverage ~111 tokens
  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.

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• GitHub tools
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