Quantabble — AP Science Misconception Diagnostics is an MCP server with 2 tools an agent can call, among them diagnose_response, get_coverage. It answers at https://quantabble-api.chemandphysicsmastery.workers.dev over streamable HTTP, and it listed its tools to an anonymous client, so no sign-in was needed for that. Our probes reached it 10 of 10 times since 5 September 2026; the last check, on 18 October 2026, succeeded.
Misconception detection for AP Chemistry & Physics 1. 90% catch rate vs 24% baseline.
Description as the publisher wrote it.
| Tool | What it does |
|---|---|
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 whether a misconception was detected in their reasoning, a re Inputs: student_response, schema_id |
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. |
Every block below points at https://quantabble-api.chemandphysicsmastery.workers.dev. Pick your client and copy.
claude mcp add --transport http quantabble-ap-science-misconcept https://quantabble-api.chemandphysicsmastery.workers.dev
{
"mcpServers": {
"quantabble-ap-science-misconcept": {
"command": "npx",
"args": ["-y", "mcp-remote", "https://quantabble-api.chemandphysicsmastery.workers.dev"]
}
}
}{
"mcpServers": {
"quantabble-ap-science-misconcept": {
"url": "https://quantabble-api.chemandphysicsmastery.workers.dev"
}
}
}{
"servers": {
"quantabble-ap-science-misconcept": {
"type": "http",
"url": "https://quantabble-api.chemandphysicsmastery.workers.dev"
}
}
}{
"context_servers": {
"quantabble-ap-science-misconcept": {
"url": "https://quantabble-api.chemandphysicsmastery.workers.dev"
}
}
}{
"mcpServers": {
"quantabble-ap-science-misconcept": {
"serverUrl": "https://quantabble-api.chemandphysicsmastery.workers.dev"
}
}
}{
"mcpServers": {
"quantabble-ap-science-misconcept": {
"url": "https://quantabble-api.chemandphysicsmastery.workers.dev"
}
}
}name: Quantabble — AP Science Misconception Diagnostics
version: 0.0.1
schema: v1
mcpServers:
- name: Quantabble — AP Science Misconception Diagnostics
type: streamable-http
url: https://quantabble-api.chemandphysicsmastery.workers.dev{
"mcpServers": {
"quantabble-ap-science-misconcept": {
"httpUrl": "https://quantabble-api.chemandphysicsmastery.workers.dev"
}
}
}{
"mcpServers": {
"quantabble-ap-science-misconcept": {
"type": "http",
"url": "https://quantabble-api.chemandphysicsmastery.workers.dev"
}
}
}{
"mcpServers": {
"quantabble-ap-science-misconcept": {
"url": "https://quantabble-api.chemandphysicsmastery.workers.dev"
}
}
}goose://extension?url=https%3A%2F%2Fquantabble-api.chemandphysicsmastery.workers.dev&type=streamable_http&id=quantabble-ap-science-misconcept&name=Quantabble%20%E2%80%94%20AP%20Science%20Misconception%20Diagnostics
It answered our last check on 18 October 2026 in 250 ms. Over 10 checks since 5 September 2026 it answered 10. Status here comes from Neuronto's own probes, not from the publisher.
2, as returned by the server's own tools/list on 31 August 2026: diagnose_response, get_coverage.
It answered our last check on 18 October 2026 in 250 ms. Over 10 checks since 5 September 2026 it answered 10.
Put the server under mcpServers in ~/.cursor/mcp.json with the URL https://quantabble-api.chemandphysicsmastery.workers.dev. The exact JSON is above, with the same setup for Claude Code, Claude Desktop, VS Code, Windsurf, Zed, Gemini CLI and the rest.
It listed its tools to an anonymous client, so reading the tool list needs no key. Individual tools can still ask for credentials in their own inputs.
Publisher: io.github.quantabble. Endpoint host: quantabble-api.chemandphysicsmastery.workers.dev. ARD identifier: urn:air:io.github.quantabble:mcp:ap-science-diagnostics.
First indexed 31 August 2026. The tools are exactly what the server returned; nothing on this page
is inferred from its name. Ranking in Neuronto search is never for sale.