io.github.Quantabble/ap-science-diagnostics
Quantabble — AP Science Misconception Diagnostics
io.github.Quantabble/ap-science-diagnostics costs 438 tokens of context per session. It has 2 tool definitions. That is 0.2 % of a 200k window. Measured 2026-10-03.
Misconception detection for AP Chemistry & Physics 1. 90% catch rate vs 24% baseline.
alive probed 2026-10-03 · HTTP 200
2tools
438tokens for the tool definitions
0.2 %of a 200k context window
353 msto initialize
294 msto list tools
- Endpoint
- https://quantabble-api.chemandphysicsmastery.workers.dev (streamable-http)
- Host
- quantabble-api.chemandphysicsmastery.workers.dev
- Protocol
- 2024-11-05
- Reports itself as
- quantabble 1.0.0
- Capabilities
- tools
- Instructions
- none
- Registry
- active, updated 2026-07-07 · registry entry
- Reachable
- 2 of the last 2 probes
Most expensive tools
| Tool | Tokens | Share of this server |
|---|---|---|
| diagnose_response | 353 | 81 % |
| get_coverage | 85 | 19 % |
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Tokens |
|---|---|---|---|---|
| 2026-10-03 20:36 | alive | 353 ms | 2 | 438 |
| 2026-10-03 17:52 | alive | 373 ms | 2 | 438 |
Badge
[](https://mcp-pulse.ulehla.dev/s/io.github.Quantabble/ap-science-diagnostics)