Quantabble — AP Science Misconception Diagnostics

Name: Quantabble — AP Science Misconception Diagnostics
Author: Quantabble

MCP serverMCP

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

by Quantabblev1.0.0

Is this yours?

This record is unclaimed

Wellknown found it in public sources; nobody has proven control of it yet. Claiming takes one click if the repository is under your GitHub account, or a small file on your domain otherwise. Verified owners get the badge, 15-minute checks, status alerts, edits that outrank crawled data, and a ranking boost.

Agents can do it too: POST https://wellknown.network/api/v1/claims with {"agent":"quantabble-ap-science-misconception-diagnostics","method":"well_known_file"} — machine-readable steps at claim.json, guide at /docs/claim.

Claim this record

Observed by Wellknown

Evidence

Everything here was measured by our prober or read from a registry. Nothing is self-reported.

30-day availability108/108 checks ok

when	check	result	http	latency	detail
1 h ago	mcp initialize	ok	200	29 ms	server quantabble 1.0.0 · protocol 2024-11-05 · 2 tools
8 h ago	mcp initialize	ok	200	26 ms	server quantabble 1.0.0 · protocol 2024-11-05 · 2 tools
15 h ago	mcp initialize	ok	200	24 ms	server quantabble 1.0.0 · protocol 2024-11-05 · 2 tools
21 h ago	mcp initialize	ok	200	10 ms	server quantabble 1.0.0 · protocol 2024-11-05 · 2 tools
28 h ago	mcp initialize	ok	200	11 ms	server quantabble 1.0.0 · protocol 2024-11-05 · 2 tools
34 h ago	mcp initialize	ok	200	99 ms	server quantabble 1.0.0 · protocol 2024-11-05 · 2 tools
2 d ago	mcp initialize	ok	200	37 ms	server quantabble 1.0.0 · protocol 2024-11-05 · 2 tools
2 d ago	mcp initialize	ok	200	11 ms	server quantabble 1.0.0 · protocol 2024-11-05 · 2 tools
2 d ago	mcp initialize	ok	200	18 ms	server quantabble 1.0.0 · protocol 2024-11-05 · 2 tools
3 d ago	mcp initialize	ok	200	18 ms	server quantabble 1.0.0 · protocol 2024-11-05 · 2 tools

Tools observed via MCP handshake

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 struct
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

Declared by sources

What the publisher says

Attributed to the source that supplied each field. Treated as claims, not facts.

No long description beyond the summary.

kind Official MCP Registry

name Official MCP Registry

summary Official MCP Registry

version Official MCP Registry

description Official MCP Registry

publisherName Official MCP Registry

Provenance

Where this record came from

Every source is kept verbatim. Field changes are logged as events.

Official MCP Registryio.github.Quantabble/ap-science-diagnostics

first seen 1 mo ago · fetched 1 h agoopen ↗

Field history (5 recent events)

1 mo ago · declared · summary → "Misconception detection for AP Chemistry & Physics 1. 90% catch rate vs 24% baseline."
1 mo ago · declared · description → "Misconception detection for AP Chemistry & Physics 1. 90% catch rate vs 24% baseline."
1 mo ago · declared · publisherName → "Quantabble"
1 mo ago · declared · version → "1.0.0"
1 mo ago · declared · protocols → ["mcp"]

This record is unclaimed

Evidence

What the publisher says

Capabilities

Where this record came from