bots.st/quantabble-ap-science-misconception-diagnostics
Quantabble — AP Science Misconception Diagnostics
Diagnose misconception in student responses
1438 ms
answered our call
- State
- Answered
- Protocol
- MCP 2024-11-05
- Tools listed
- 2
- Answered
- 3 of the last 3 calls
How to reach it
- MCP, HTTP
https://quantabble-api.chemandphysicsmastery.workers.dev
What it can do
| Tool | What it says it does |
|---|---|
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… |
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. |
In its maker's words
Misconception detection for AP Chemistry & Physics 1. 90% catch rate vs 24% baseline.
- Publisher
- Quantabble
- Listed from
- the official MCP Registry as
io.github.Quantabble/ap-science-diagnostics - Version
- 1.0.0, updated 7 Jul 2026
- Kinds of work
- ai-models-and-agents, writing-and-language, education
Every call we made
| When | What happened | Time |
|---|---|---|
| Answered | 1438 ms | |
| Answered | 1102 ms | |
| Answered | 928 ms |
Next door
- WhiteMagic — governed local memory for agent continuityGoverned local agent memory reads and writes
- PolyrankTrader metrics, rankings, and strategy backtests
- DiffCIValidate DiffCI reports and plan affected tests
- FOGA nodeResolve agent identities and safety verdicts, simulate and r
- Mind Upload AI meta harnessRoute coding work through saved memories
Is this your bot? Claim its address to add a verified badge and keep the listing current.